From bc00eeb55652e171cd93988598645fa2d7e1bf82 Mon Sep 17 00:00:00 2001
From: Leoy <leiyu.cs@outlook.com>
Date: Sat, 27 Dec 2025 11:25:03 +0800
Subject: [PATCH 01/44] Create CNAME

---
 CNAME | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 CNAME

diff --git a/CNAME b/CNAME
new file mode 100644
index 0000000..def6a64
--- /dev/null
+++ b/CNAME
@@ -0,0 +1 @@
+www.lei6393.com
\ No newline at end of file

From 28eae9d42226fd5233e73e57d0e1f7fc796aebad Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sat, 27 Dec 2025 11:38:12 +0800
Subject: [PATCH 02/44] fix bug

---
 web-ui/Dockerfile | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/web-ui/Dockerfile b/web-ui/Dockerfile
index abbfa53..5c9668c 100644
--- a/web-ui/Dockerfile
+++ b/web-ui/Dockerfile
@@ -7,7 +7,8 @@ WORKDIR /app
 COPY package*.json ./
 
 # Install dependencies
-RUN npm ci
+# Remove package-lock.json and use npm install to ensure optional deps are installed correctly
+RUN rm -f package-lock.json && npm install
 
 # Copy source code
 COPY . .

From df9a923795271b4deba56bf61516ff414078d5a5 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sat, 27 Dec 2025 11:44:32 +0800
Subject: [PATCH 03/44] fix bug

---
 .github/workflows/deploy-docs.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml
index 428461d..45abd44 100644
--- a/.github/workflows/deploy-docs.yml
+++ b/.github/workflows/deploy-docs.yml
@@ -10,7 +10,7 @@ on:
   workflow_dispatch:
 
 permissions:
-  contents: read
+  contents: write
   pages: write
   id-token: write
 

From a364f581671c8d9f1a8f4b4714768c41f295d7d8 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sat, 27 Dec 2025 14:43:56 +0800
Subject: [PATCH 04/44] fix bug

---
 .github/workflows/deploy-docs.yml | 118 +++++++++++++----------------
 .github/workflows/release.yml     | 119 +++++++++++++++++++-----------
 2 files changed, 127 insertions(+), 110 deletions(-)

diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml
index 45abd44..5317e9d 100644
--- a/.github/workflows/deploy-docs.yml
+++ b/.github/workflows/deploy-docs.yml
@@ -10,7 +10,7 @@ on:
   workflow_dispatch:
 
 permissions:
-  contents: write
+  contents: read
   pages: write
   id-token: write
 
@@ -19,13 +19,38 @@ concurrency:
   cancel-in-progress: false
 
 jobs:
-  build-docs:
-    name: Build Docusaurus
+  deploy-docs:
+    name: Build and Deploy Documentation
     runs-on: ubuntu-latest
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+
     steps:
-      - name: Checkout code
+      - name: Checkout repository
         uses: actions/checkout@v4
 
+      - name: Setup Pages
+        uses: actions/configure-pages@v5
+
+      - name: Fetch current Pages deployment
+        continue-on-error: true
+        run: |
+          # Clone gh-pages branch to preserve charts/
+          if git ls-remote --exit-code --heads origin gh-pages; then
+            echo "Fetching existing gh-pages branch..."
+            git clone --single-branch --branch gh-pages --depth 1 \
+              https://github.com/${{ github.repository }}.git gh-pages-current
+
+            # Preserve charts/ directory if it exists
+            if [ -d "gh-pages-current/charts" ]; then
+              cp -r gh-pages-current/charts charts-backup
+              echo "Preserved charts/ directory"
+            fi
+          else
+            echo "No existing gh-pages branch, skipping preservation"
+          fi
+
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
@@ -43,75 +68,34 @@ jobs:
           cd website
           npm run build
 
-      - name: Upload build artifact
-        uses: actions/upload-artifact@v4
-        with:
-          name: docusaurus-build
-          path: website/build/
-
-  deploy-docs:
-    name: Deploy to GitHub Pages
-    needs: build-docs
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout gh-pages branch (or create it)
-        uses: actions/checkout@v4
-        with:
-          ref: gh-pages
-          fetch-depth: 0
-        continue-on-error: true
-
-      - name: Initialize gh-pages if checkout failed
+      - name: Prepare deployment
         run: |
-          if [ ! -d ".git" ]; then
-            echo "gh-pages branch doesn't exist, creating it..."
-            git init
-            git checkout -b gh-pages
-            git remote add origin https://x-access-token:${{ secrets.GITHUB_TOKEN }}@github.com/${{ github.repository }}.git
-          fi
+          # Create deployment directory
+          mkdir -p _site
 
-      - name: Download docs build
-        uses: actions/download-artifact@v4
-        with:
-          name: docusaurus-build
-          path: docs-temp/
+          # Copy Docusaurus build output
+          cp -r website/build/* _site/
 
-      - name: Preserve Helm charts and deploy docs
-        run: |
-          # Backup existing charts/ directory if it exists
-          if [ -d "charts" ]; then
-            echo "Backing up existing charts/ directory"
-            mv charts charts-backup
+          # Restore charts/ if it existed
+          if [ -d "charts-backup" ]; then
+            cp -r charts-backup _site/charts
+            echo "Restored charts/ directory"
           fi
 
-          # Clear everything except charts-backup and .git
-          find . -maxdepth 1 ! -name charts-backup ! -name .git ! -name . ! -name .. -exec rm -rf {} +
-
-          # Move Docusaurus build to root
-          if [ -d "docs-temp" ] && [ "$(ls -A docs-temp)" ]; then
-            mv docs-temp/* docs-temp/.* . 2>/dev/null || mv docs-temp/* .
-            rm -rf docs-temp
-          else
-            echo "Warning: docs-temp directory is empty or doesn't exist"
+          # Copy CNAME for custom domain
+          if [ -f "CNAME" ]; then
+            cp CNAME _site/CNAME
+            echo "Added CNAME file"
           fi
 
-          # Restore charts/ directory
-          if [ -d "charts-backup" ]; then
-            echo "Restoring charts/ directory"
-            mv charts-backup charts
-          fi
+          # Ensure .nojekyll exists (should already be in build)
+          touch _site/.nojekyll
 
-      - name: Configure Git
-        run: |
-          git config user.name "github-actions[bot]"
-          git config user.email "github-actions[bot]@users.noreply.github.com"
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v3
+        with:
+          path: '_site'
 
-      - name: Commit and push
-        run: |
-          git add -A
-          if ! git diff --cached --quiet; then
-            git commit -m "Deploy documentation from commit ${{ github.sha }}"
-            git push origin gh-pages --force
-          else
-            echo "No changes to commit"
-          fi
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v4
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8fb8205..33945c8 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -215,11 +215,20 @@ jobs:
     name: Publish to Helm Repository (GitHub Pages)
     runs-on: ubuntu-latest
     needs: [prepare, create-release]
+    permissions:
+      contents: read
+      pages: write
+      id-token: write
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+
     steps:
-      - name: Checkout code
+      - name: Checkout repository
         uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
+
+      - name: Setup Pages
+        uses: actions/configure-pages@v5
 
       - name: Download Helm chart
         uses: actions/download-artifact@v4
@@ -232,41 +241,51 @@ jobs:
         with:
           version: 'latest'
 
-      - name: Configure Git
+      - name: Fetch current Pages deployment
+        continue-on-error: true
         run: |
-          git config user.name "github-actions[bot]"
-          git config user.email "github-actions[bot]@users.noreply.github.com"
-
-      - name: Publish to GitHub Pages (charts/ subdirectory)
-        env:
-          VERSION: ${{ needs.prepare.outputs.version }}
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          # Clone or create gh-pages branch
+          # Clone gh-pages branch to preserve documentation
           if git ls-remote --exit-code --heads origin gh-pages; then
-            echo "gh-pages branch exists, cloning..."
-            git clone --single-branch --branch gh-pages https://x-access-token:${GITHUB_TOKEN}@github.com/${{ github.repository }}.git gh-pages
-          else
-            echo "gh-pages branch does not exist, creating..."
-            mkdir gh-pages
-            cd gh-pages
-            git init
-            git checkout -b gh-pages
-            git remote add origin https://x-access-token:${GITHUB_TOKEN}@github.com/${{ github.repository }}.git
+            echo "Fetching existing gh-pages branch..."
+            git clone --single-branch --branch gh-pages --depth 1 \
+              https://github.com/${{ github.repository }}.git gh-pages-current
+
+            # Create backup of everything except charts/ and .git
+            mkdir -p docs-backup
+            cd gh-pages-current
+            for item in *; do
+              if [ "$item" != "charts" ] && [ "$item" != ".git" ]; then
+                cp -r "$item" ../docs-backup/
+              fi
+            done
+            # Also copy hidden files (except .git)
+            for item in .[^.]*; do
+              if [ "$item" != ".git" ] && [ -e "$item" ]; then
+                cp -r "$item" ../docs-backup/
+              fi
+            done
             cd ..
+
+            echo "Preserved documentation files"
+          else
+            echo "No existing gh-pages branch, skipping preservation"
           fi
 
-          # Create charts/ directory if it doesn't exist
-          mkdir -p gh-pages/charts
+      - name: Prepare Helm repository
+        env:
+          VERSION: ${{ needs.prepare.outputs.version }}
+        run: |
+          # Create deployment directory structure
+          mkdir -p _site/charts
 
-          # Copy Helm chart to gh-pages/charts/
-          cp bison-${VERSION}.tgz gh-pages/charts/
+          # Copy Helm chart
+          cp bison-${VERSION}.tgz _site/charts/
 
-          # Generate or update index.yaml in charts/ directory
-          cd gh-pages/charts
+          # Generate index.yaml in charts/ directory
+          cd _site/charts
           helm repo index . --url https://${{ github.repository_owner }}.github.io/Bison/charts/
 
-          # Create README in charts/ directory if it doesn't exist
+          # Create README.md in charts/ directory if needed
           if [ ! -f README.md ]; then
             cat <<EOF > README.md
           # Bison Helm Chart Repository
@@ -297,20 +316,34 @@ jobs:
           See [index.yaml](./index.yaml) for all available versions.
           EOF
           fi
+          cd ../..
 
-          # Return to gh-pages root
-          cd ..
-
-          # Configure Git
-          git config user.name "github-actions[bot]"
-          git config user.email "github-actions[bot]@users.noreply.github.com"
+      - name: Merge with documentation
+        run: |
+          # Restore documentation if it existed
+          if [ -d "docs-backup" ]; then
+            cp -r docs-backup/* _site/
+            # Also copy hidden files
+            if ls docs-backup/.[^.]* 1> /dev/null 2>&1; then
+              cp -r docs-backup/.[^.]* _site/
+            fi
+            echo "Restored documentation files"
+          fi
 
-          # Commit and push
-          git add charts/
-          if git diff --cached --quiet; then
-            echo "No changes to commit"
-          else
-            git commit -m "Release Helm chart v${VERSION}"
-            git push origin gh-pages
-            echo "Successfully published Helm chart to GitHub Pages at /charts/"
+          # Copy CNAME for custom domain
+          if [ -f "CNAME" ]; then
+            cp CNAME _site/CNAME
+            echo "Added CNAME file"
           fi
+
+          # Ensure .nojekyll exists
+          touch _site/.nojekyll
+
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v3
+        with:
+          path: '_site'
+
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v4

From 9f28a971ca620bb30c2d98eb4a6a54b79ea450c8 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sat, 27 Dec 2025 14:58:38 +0800
Subject: [PATCH 05/44] fix bug

---
 CNAME | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 CNAME

diff --git a/CNAME b/CNAME
deleted file mode 100644
index def6a64..0000000
--- a/CNAME
+++ /dev/null
@@ -1 +0,0 @@
-www.lei6393.com
\ No newline at end of file

From a6cd0c900d64d91e0b759a969c40da438de78ba7 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sat, 27 Dec 2025 15:00:47 +0800
Subject: [PATCH 06/44] fix bug

---
 .github/workflows/deploy-docs.yml | 6 ------
 .github/workflows/release.yml     | 6 ------
 2 files changed, 12 deletions(-)

diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml
index 5317e9d..326aa4a 100644
--- a/.github/workflows/deploy-docs.yml
+++ b/.github/workflows/deploy-docs.yml
@@ -82,12 +82,6 @@ jobs:
             echo "Restored charts/ directory"
           fi
 
-          # Copy CNAME for custom domain
-          if [ -f "CNAME" ]; then
-            cp CNAME _site/CNAME
-            echo "Added CNAME file"
-          fi
-
           # Ensure .nojekyll exists (should already be in build)
           touch _site/.nojekyll
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 33945c8..99d32b3 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -330,12 +330,6 @@ jobs:
             echo "Restored documentation files"
           fi
 
-          # Copy CNAME for custom domain
-          if [ -f "CNAME" ]; then
-            cp CNAME _site/CNAME
-            echo "Added CNAME file"
-          fi
-
           # Ensure .nojekyll exists
           touch _site/.nojekyll
 

From 8a2861e2e1e005b7082de8946926029816fd5397 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sat, 27 Dec 2025 15:35:18 +0800
Subject: [PATCH 07/44] fix bug

---
 .github/workflows/deploy-docs.yml | 3 ---
 .github/workflows/release.yml     | 3 ---
 2 files changed, 6 deletions(-)

diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml
index 326aa4a..926734d 100644
--- a/.github/workflows/deploy-docs.yml
+++ b/.github/workflows/deploy-docs.yml
@@ -22,9 +22,6 @@ jobs:
   deploy-docs:
     name: Build and Deploy Documentation
     runs-on: ubuntu-latest
-    environment:
-      name: github-pages
-      url: ${{ steps.deployment.outputs.page_url }}
 
     steps:
       - name: Checkout repository
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 99d32b3..c68a446 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -219,9 +219,6 @@ jobs:
       contents: read
       pages: write
       id-token: write
-    environment:
-      name: github-pages
-      url: ${{ steps.deployment.outputs.page_url }}
 
     steps:
       - name: Checkout repository

From 36ca34ad9d5a14c194a95a7b57723084dfbb2b67 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 11:51:00 +0800
Subject: [PATCH 08/44] fix release bug

---
 .github/workflows/release.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index c68a446..cedc869 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -219,6 +219,9 @@ jobs:
       contents: read
       pages: write
       id-token: write
+    concurrency:
+      group: "pages"
+      cancel-in-progress: false
 
     steps:
       - name: Checkout repository

From 3ab9af14aaffd7bc42e790b71536789eb9c1473b Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 13:17:36 +0800
Subject: [PATCH 09/44] fix helm bug

---
 .github/workflows/deploy-docs.yml |  24 -------
 .github/workflows/release.yml     | 113 ++----------------------------
 README.md                         |  18 +++--
 deploy/charts/bison/README.md     |  76 ++++++++++++++++++++
 deploy/charts/bison/README_CN.md  |  86 +++++++++++++++++++++++
 docs/README_CN.md                 |  32 ++++++++-
 6 files changed, 207 insertions(+), 142 deletions(-)
 create mode 100644 deploy/charts/bison/README.md
 create mode 100644 deploy/charts/bison/README_CN.md

diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml
index 926734d..ef0f15c 100644
--- a/.github/workflows/deploy-docs.yml
+++ b/.github/workflows/deploy-docs.yml
@@ -30,24 +30,6 @@ jobs:
       - name: Setup Pages
         uses: actions/configure-pages@v5
 
-      - name: Fetch current Pages deployment
-        continue-on-error: true
-        run: |
-          # Clone gh-pages branch to preserve charts/
-          if git ls-remote --exit-code --heads origin gh-pages; then
-            echo "Fetching existing gh-pages branch..."
-            git clone --single-branch --branch gh-pages --depth 1 \
-              https://github.com/${{ github.repository }}.git gh-pages-current
-
-            # Preserve charts/ directory if it exists
-            if [ -d "gh-pages-current/charts" ]; then
-              cp -r gh-pages-current/charts charts-backup
-              echo "Preserved charts/ directory"
-            fi
-          else
-            echo "No existing gh-pages branch, skipping preservation"
-          fi
-
       - name: Setup Node.js
         uses: actions/setup-node@v4
         with:
@@ -73,12 +55,6 @@ jobs:
           # Copy Docusaurus build output
           cp -r website/build/* _site/
 
-          # Restore charts/ if it existed
-          if [ -d "charts-backup" ]; then
-            cp -r charts-backup _site/charts
-            echo "Restored charts/ directory"
-          fi
-
           # Ensure .nojekyll exists (should already be in build)
           touch _site/.nojekyll
 
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index cedc869..29586b1 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -212,24 +212,17 @@ jobs:
           token: ${{ secrets.GITHUB_TOKEN }}
 
   publish-helm-repo:
-    name: Publish to Helm Repository (GitHub Pages)
+    name: Publish to Helm Repository (GHCR)
     runs-on: ubuntu-latest
     needs: [prepare, create-release]
     permissions:
       contents: read
-      pages: write
-      id-token: write
-    concurrency:
-      group: "pages"
-      cancel-in-progress: false
+      packages: write
 
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
 
-      - name: Setup Pages
-        uses: actions/configure-pages@v5
-
       - name: Download Helm chart
         uses: actions/download-artifact@v4
         with:
@@ -241,103 +234,11 @@ jobs:
         with:
           version: 'latest'
 
-      - name: Fetch current Pages deployment
-        continue-on-error: true
-        run: |
-          # Clone gh-pages branch to preserve documentation
-          if git ls-remote --exit-code --heads origin gh-pages; then
-            echo "Fetching existing gh-pages branch..."
-            git clone --single-branch --branch gh-pages --depth 1 \
-              https://github.com/${{ github.repository }}.git gh-pages-current
-
-            # Create backup of everything except charts/ and .git
-            mkdir -p docs-backup
-            cd gh-pages-current
-            for item in *; do
-              if [ "$item" != "charts" ] && [ "$item" != ".git" ]; then
-                cp -r "$item" ../docs-backup/
-              fi
-            done
-            # Also copy hidden files (except .git)
-            for item in .[^.]*; do
-              if [ "$item" != ".git" ] && [ -e "$item" ]; then
-                cp -r "$item" ../docs-backup/
-              fi
-            done
-            cd ..
-
-            echo "Preserved documentation files"
-          else
-            echo "No existing gh-pages branch, skipping preservation"
-          fi
-
-      - name: Prepare Helm repository
+      - name: Log in to GitHub Container Registry
+        run: echo "${{ secrets.GITHUB_TOKEN }}" | helm registry login ghcr.io -u ${{ github.actor }} --password-stdin
+
+      - name: Push Helm chart to GHCR
         env:
           VERSION: ${{ needs.prepare.outputs.version }}
         run: |
-          # Create deployment directory structure
-          mkdir -p _site/charts
-
-          # Copy Helm chart
-          cp bison-${VERSION}.tgz _site/charts/
-
-          # Generate index.yaml in charts/ directory
-          cd _site/charts
-          helm repo index . --url https://${{ github.repository_owner }}.github.io/Bison/charts/
-
-          # Create README.md in charts/ directory if needed
-          if [ ! -f README.md ]; then
-            cat <<EOF > README.md
-          # Bison Helm Chart Repository
-
-          ## Usage
-
-          Add the Helm repository:
-
-          \`\`\`bash
-          helm repo add bison https://${{ github.repository_owner }}.github.io/Bison/charts/
-          helm repo update
-          \`\`\`
-
-          Search for available charts:
-
-          \`\`\`bash
-          helm search repo bison
-          \`\`\`
-
-          Install the chart:
-
-          \`\`\`bash
-          helm install my-bison bison/bison --version ${VERSION}
-          \`\`\`
-
-          ## Available Versions
-
-          See [index.yaml](./index.yaml) for all available versions.
-          EOF
-          fi
-          cd ../..
-
-      - name: Merge with documentation
-        run: |
-          # Restore documentation if it existed
-          if [ -d "docs-backup" ]; then
-            cp -r docs-backup/* _site/
-            # Also copy hidden files
-            if ls docs-backup/.[^.]* 1> /dev/null 2>&1; then
-              cp -r docs-backup/.[^.]* _site/
-            fi
-            echo "Restored documentation files"
-          fi
-
-          # Ensure .nojekyll exists
-          touch _site/.nojekyll
-
-      - name: Upload artifact
-        uses: actions/upload-pages-artifact@v3
-        with:
-          path: '_site'
-
-      - name: Deploy to GitHub Pages
-        id: deployment
-        uses: actions/deploy-pages@v4
+          helm push bison-${VERSION}.tgz oci://ghcr.io/${{ github.repository_owner }}/bison
diff --git a/README.md b/README.md
index 17866cd..fdbc983 100644
--- a/README.md
+++ b/README.md
@@ -237,29 +237,27 @@ helm install opencost opencost/opencost -n opencost --create-namespace \
 
 ### 2. Deploy Bison
 
-#### Option A: Using Helm Repository (Recommended)
+#### Option A: Using GHCR (Recommended - OCI Format)
 
 ```bash
-# Add Bison Helm repository
-helm repo add bison https://supermarioyl.github.io/Bison/charts/
-helm repo update
-
-# Install Bison
-helm install bison bison/bison \
+# Install directly from GitHub Container Registry
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
   --namespace bison-system \
   --create-namespace \
   --set auth.enabled=true \
-  --version 0.0.1
+  --version 0.0.2
 ```
 
+> **Note:** Requires Helm >= 3.8.0 for OCI support
+
 #### Option B: From GitHub Release
 
 ```bash
 # Download Helm chart from GitHub Release
-wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.1/bison-0.0.1.tgz
+wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
 
 # Install from downloaded chart
-helm install bison bison-0.0.1.tgz \
+helm install bison bison-0.0.2.tgz \
   --namespace bison-system \
   --create-namespace \
   --set auth.enabled=true
diff --git a/deploy/charts/bison/README.md b/deploy/charts/bison/README.md
new file mode 100644
index 0000000..e64685f
--- /dev/null
+++ b/deploy/charts/bison/README.md
@@ -0,0 +1,76 @@
+# Bison Helm Chart
+
+Kubernetes-based GPU Resource Billing and Scheduling Platform
+
+## Installation
+
+### From GHCR (Recommended)
+
+Install directly from GitHub Container Registry using OCI format:
+
+```bash
+# Install specific version
+helm install my-bison oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+
+# Or pull first, then install
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install my-bison bison-0.0.2.tgz
+```
+
+**Requirements:**
+- Helm >= 3.8.0 (for OCI support)
+
+### From GitHub Releases
+
+Download the chart from [GitHub Releases](https://github.com/SuperMarioYL/Bison/releases) and install locally:
+
+```bash
+# Download from release page
+wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
+
+# Install
+helm install my-bison bison-0.0.2.tgz
+```
+
+## Prerequisites
+
+Before installing Bison, ensure the following dependencies are installed:
+
+1. **Capsule** - Multi-tenant management
+   ```bash
+   helm install capsule projectcapsule/capsule -n capsule-system --create-namespace
+   ```
+
+2. **OpenCost** - Cost tracking
+   ```bash
+   helm install opencost opencost/opencost -n opencost --create-namespace
+   ```
+
+3. **Prometheus** - Metrics collection
+   ```bash
+   helm install prometheus prometheus-community/kube-prometheus-stack -n monitoring --create-namespace
+   ```
+
+## Configuration
+
+See [values.yaml](./values.yaml) for all configuration options.
+
+### Basic Configuration
+
+```bash
+helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
+  --set apiServer.replicas=2 \
+  --set webUI.replicas=2
+```
+
+## Uninstall
+
+```bash
+helm uninstall my-bison
+```
+
+## More Information
+
+- [Project Homepage](https://supermarioyl.github.io/Bison/)
+- [Documentation](https://supermarioyl.github.io/Bison/docs/)
+- [GitHub Repository](https://github.com/SuperMarioYL/Bison)
diff --git a/deploy/charts/bison/README_CN.md b/deploy/charts/bison/README_CN.md
new file mode 100644
index 0000000..7cc5411
--- /dev/null
+++ b/deploy/charts/bison/README_CN.md
@@ -0,0 +1,86 @@
+# Bison Helm Chart
+
+基于 Kubernetes 的 GPU 资源计费与调度平台
+
+## 安装
+
+### 从 GHCR 安装（推荐）
+
+直接从 GitHub Container Registry 使用 OCI 格式安装：
+
+```bash
+# 安装指定版本
+helm install my-bison oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+
+# 或者先拉取，再安装
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install my-bison bison-0.0.2.tgz
+```
+
+**要求：**
+- Helm >= 3.8.0（支持 OCI）
+
+### 从 GitHub Releases 安装
+
+从 [GitHub Releases](https://github.com/SuperMarioYL/Bison/releases) 下载 chart 并本地安装：
+
+```bash
+# 从 release 页面下载
+wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
+
+# 安装
+helm install my-bison bison-0.0.2.tgz
+```
+
+## 前置条件
+
+安装 Bison 前，请确保已安装以下依赖：
+
+1. **Capsule** - 多租户管理
+   ```bash
+   helm install capsule projectcapsule/capsule -n capsule-system --create-namespace
+   ```
+
+2. **OpenCost** - 成本追踪
+   ```bash
+   helm install opencost opencost/opencost -n opencost --create-namespace
+   ```
+
+3. **Prometheus** - 指标收集
+   ```bash
+   helm install prometheus prometheus-community/kube-prometheus-stack -n monitoring --create-namespace
+   ```
+
+## 配置
+
+所有配置选项请查看 [values.yaml](./values.yaml)。
+
+### 基础配置
+
+```bash
+helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
+  --set apiServer.replicas=2 \
+  --set webUI.replicas=2
+```
+
+### 常用配置项
+
+| 参数 | 说明 | 默认值 |
+|------|------|--------|
+| `apiServer.replicas` | API 服务器副本数 | `1` |
+| `webUI.replicas` | Web UI 副本数 | `1` |
+| `auth.enabled` | 启用认证 | `false` |
+| `opencost.url` | OpenCost API 地址 | `http://opencost.opencost:9003` |
+
+## 卸载
+
+```bash
+helm uninstall my-bison
+```
+
+## 更多信息
+
+- [项目主页](https://supermarioyl.github.io/Bison/)
+- [文档](https://supermarioyl.github.io/Bison/docs/)
+- [GitHub 仓库](https://github.com/SuperMarioYL/Bison)
+- [English README](./README.md)
diff --git a/docs/README_CN.md b/docs/README_CN.md
index 154539c..72a8013 100644
--- a/docs/README_CN.md
+++ b/docs/README_CN.md
@@ -237,10 +237,38 @@ helm install opencost opencost/opencost -n opencost --create-namespace \
 
 ### 2. 部署 Bison
 
+#### 方式 A: 使用 GHCR (推荐 - OCI 格式)
+
+```bash
+# 直接从 GitHub Container Registry 安装
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set auth.enabled=true \
+  --version 0.0.2
+```
+
+> **注意:** 需要 Helm >= 3.8.0 以支持 OCI
+
+#### 方式 B: 从 GitHub Release
+
+```bash
+# 从 GitHub Release 下载 Helm chart
+wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
+
+# 从下载的 chart 安装
+helm install bison bison-0.0.2.tgz \
+  --namespace bison-system \
+  --create-namespace \
+  --set auth.enabled=true
+```
+
+#### 方式 C: 从源码
+
 ```bash
 # 克隆并部署
-git clone https://github.com/your-org/bison.git
-cd bison
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
 
 helm install bison ./deploy/charts/bison \
   --namespace bison-system \

From 00921726755dabe2463c5f4ec68d834c4bb627f3 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 17:06:14 +0800
Subject: [PATCH 10/44] fix document

---
 .github/workflows/cleanup-docs-version.yml    | 136 ++++++++++
 .github/workflows/release.yml                 |  22 +-
 .github/workflows/version-docs.yml            | 118 +++++++++
 README.md                                     |  60 +++--
 deploy/charts/bison/README.md                 |  27 +-
 website/docs/installation.md                  |  44 ++--
 website/i18n/zh-Hans/code.json                | 156 ++++++++++++
 .../components/ArchitectureDiagram/index.tsx  | 160 ++++++++++++
 .../ArchitectureDiagram/styles.module.css     | 183 ++++++++++++++
 .../src/components/HomepageFeatures/index.tsx |   9 +-
 .../HomepageFeatures/styles.module.css        | 119 ++++++++-
 .../components/ParticleBackground/index.tsx   | 101 ++++++++
 .../ParticleBackground/styles.module.css      |   9 +
 website/src/components/StatsSection/index.tsx | 124 +++++++++
 .../components/StatsSection/styles.module.css | 101 ++++++++
 website/src/components/UseCases/index.tsx     | 236 ++++++++++++++++++
 .../src/components/UseCases/styles.module.css | 207 +++++++++++++++
 website/src/css/custom.css                    | 143 +++++++++++
 website/src/pages/index.module.css            |  68 +++++
 website/src/pages/index.tsx                   |  42 +++-
 20 files changed, 2009 insertions(+), 56 deletions(-)
 create mode 100644 .github/workflows/cleanup-docs-version.yml
 create mode 100644 .github/workflows/version-docs.yml
 create mode 100644 website/src/components/ArchitectureDiagram/index.tsx
 create mode 100644 website/src/components/ArchitectureDiagram/styles.module.css
 create mode 100644 website/src/components/ParticleBackground/index.tsx
 create mode 100644 website/src/components/ParticleBackground/styles.module.css
 create mode 100644 website/src/components/StatsSection/index.tsx
 create mode 100644 website/src/components/StatsSection/styles.module.css
 create mode 100644 website/src/components/UseCases/index.tsx
 create mode 100644 website/src/components/UseCases/styles.module.css

diff --git a/.github/workflows/cleanup-docs-version.yml b/.github/workflows/cleanup-docs-version.yml
new file mode 100644
index 0000000..6161df5
--- /dev/null
+++ b/.github/workflows/cleanup-docs-version.yml
@@ -0,0 +1,136 @@
+name: Cleanup Documentation Version
+
+on:
+  release:
+    types: [deleted]
+
+permissions:
+  contents: write
+
+concurrency:
+  group: docs-versioning
+  cancel-in-progress: false
+
+jobs:
+  remove-version:
+    name: Remove Documentation Version
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Extract version from tag
+        id: version
+        run: |
+          # Extract version from tag (v0.0.3 -> 0.0.3)
+          VERSION=${GITHUB_REF#refs/tags/v}
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+          echo "Removing documentation version: $VERSION"
+
+      - name: Check if version exists
+        id: check
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+          if grep -q "\"${VERSION}\"" website/versions.json; then
+            echo "exists=true" >> $GITHUB_OUTPUT
+            echo "✅ Version ${VERSION} found in versions.json"
+          else
+            echo "exists=false" >> $GITHUB_OUTPUT
+            echo "⚠️  Version ${VERSION} not found, nothing to remove"
+          fi
+
+      - name: Install jq
+        if: steps.check.outputs.exists == 'true'
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y jq
+
+      - name: Remove version from versions.json
+        if: steps.check.outputs.exists == 'true'
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+
+          echo "Current versions.json:"
+          cat website/versions.json
+
+          # Remove version from array using jq
+          jq --arg ver "${VERSION}" 'del(.[] | select(. == $ver))' website/versions.json > website/versions.json.tmp
+          mv website/versions.json.tmp website/versions.json
+
+          echo ""
+          echo "Updated versions.json:"
+          cat website/versions.json
+
+      - name: Remove versioned directories
+        if: steps.check.outputs.exists == 'true'
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+
+          # Remove versioned documentation directory
+          if [ -d "website/versioned_docs/version-${VERSION}" ]; then
+            rm -rf "website/versioned_docs/version-${VERSION}"
+            echo "✅ Removed versioned_docs/version-${VERSION}/"
+          fi
+
+          # Remove versioned sidebars file
+          if [ -f "website/versioned_sidebars/version-${VERSION}-sidebars.json" ]; then
+            rm -f "website/versioned_sidebars/version-${VERSION}-sidebars.json"
+            echo "✅ Removed versioned_sidebars/version-${VERSION}-sidebars.json"
+          fi
+
+          echo ""
+          echo "Files removed:"
+          git status --short
+
+      - name: Configure Git
+        if: steps.check.outputs.exists == 'true'
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+
+      - name: Commit and push changes
+        if: steps.check.outputs.exists == 'true'
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+
+          git add website/versions.json
+          git add website/versioned_docs/
+          git add website/versioned_sidebars/
+
+          git commit -m "docs: remove version ${VERSION} [skip ci]
+
+          Auto-cleanup documentation version after release deletion ${GITHUB_REF}
+
+          - Removed version ${VERSION} from versions.json
+          - Deleted versioned_docs/version-${VERSION}/
+          - Deleted versioned_sidebars/version-${VERSION}-sidebars.json"
+
+          git push origin main
+
+          echo "✅ Changes pushed to main branch"
+          echo "📚 Documentation version ${VERSION} has been removed"
+
+      - name: Summary
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+          EXISTS=${{ steps.check.outputs.exists }}
+
+          echo "## Documentation Cleanup Summary" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "**Version**: ${VERSION}" >> $GITHUB_STEP_SUMMARY
+          echo "**Release**: ${GITHUB_REF}" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+
+          if [ "$EXISTS" == "true" ]; then
+            echo "✅ **Status**: Documentation version removed successfully" >> $GITHUB_STEP_SUMMARY
+            echo "" >> $GITHUB_STEP_SUMMARY
+            echo "**Removed files**:" >> $GITHUB_STEP_SUMMARY
+            echo "- \`versions.json\` (updated)" >> $GITHUB_STEP_SUMMARY
+            echo "- \`versioned_docs/version-${VERSION}/\`" >> $GITHUB_STEP_SUMMARY
+            echo "- \`versioned_sidebars/version-${VERSION}-sidebars.json\`" >> $GITHUB_STEP_SUMMARY
+          else
+            echo "⚠️  **Status**: Version not found, nothing to remove" >> $GITHUB_STEP_SUMMARY
+          fi
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 29586b1..4e4176a 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -171,14 +171,19 @@ jobs:
 
           ### 🚀 Installation
 
-          #### Using Helm Repository (Recommended)
+          **Requirements:** Helm >= 3.8.0, Kubernetes >= 1.22
+
+          #### Method 1: From GHCR (Recommended)
           \`\`\`bash
-          helm repo add bison https://${{ github.repository_owner }}.github.io/Bison/
-          helm repo update
-          helm install my-bison bison/bison --version ${VERSION}
+          # Install directly from GitHub Container Registry
+          helm install my-bison oci://ghcr.io/${{ github.repository_owner }}/bison/bison --version ${VERSION}
+
+          # Or pull first, then install
+          helm pull oci://ghcr.io/${{ github.repository_owner }}/bison/bison --version ${VERSION}
+          helm install my-bison bison-${VERSION}.tgz
           \`\`\`
 
-          #### Using GitHub Release
+          #### Method 2: From GitHub Releases
           \`\`\`bash
           wget https://github.com/${{ github.repository }}/releases/download/v${VERSION}/bison-${VERSION}.tgz
           helm install my-bison bison-${VERSION}.tgz
@@ -195,6 +200,13 @@ jobs:
 
           **Full Changelog**: https://github.com/${{ github.repository }}/compare/v${VERSION}...v${VERSION}
 
+          ### 📚 Documentation
+
+          Version-specific documentation will be available shortly at:
+          - 📖 [https://supermarioyl.github.io/Bison/docs/${VERSION}/](https://supermarioyl.github.io/Bison/docs/${VERSION}/)
+
+          > Note: Documentation versioning happens automatically after release. Allow a few minutes for the docs site to update.
+
           ---
           🤖 Generated with [GitHub Actions](https://github.com/features/actions)
           EOF
diff --git a/.github/workflows/version-docs.yml b/.github/workflows/version-docs.yml
new file mode 100644
index 0000000..b135c2a
--- /dev/null
+++ b/.github/workflows/version-docs.yml
@@ -0,0 +1,118 @@
+name: Version Documentation
+
+on:
+  release:
+    types: [published]
+
+permissions:
+  contents: write
+
+concurrency:
+  group: docs-versioning
+  cancel-in-progress: false
+
+jobs:
+  create-version:
+    name: Create Documentation Version
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Extract version from tag
+        id: version
+        run: |
+          # Extract version from tag (v0.0.3 -> 0.0.3)
+          VERSION=${GITHUB_REF#refs/tags/v}
+          echo "version=$VERSION" >> $GITHUB_OUTPUT
+          echo "Creating documentation version: $VERSION"
+
+      - name: Check if version already exists
+        id: check
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+          if grep -q "\"${VERSION}\"" website/versions.json; then
+            echo "exists=true" >> $GITHUB_OUTPUT
+            echo "⚠️  Version ${VERSION} already exists in versions.json"
+          else
+            echo "exists=false" >> $GITHUB_OUTPUT
+            echo "✅ Version ${VERSION} not found, will create"
+          fi
+
+      - name: Setup Node.js
+        if: steps.check.outputs.exists == 'false'
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20'
+          cache: 'npm'
+          cache-dependency-path: website/package-lock.json
+
+      - name: Install dependencies
+        if: steps.check.outputs.exists == 'false'
+        run: |
+          cd website
+          npm ci
+
+      - name: Create documentation version
+        if: steps.check.outputs.exists == 'false'
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+          cd website
+
+          echo "Running: npm run docusaurus docs:version ${VERSION}"
+          npm run docusaurus docs:version ${VERSION}
+
+          echo "✅ Documentation version ${VERSION} created"
+          echo ""
+          echo "Files created/modified:"
+          git status --short
+
+      - name: Configure Git
+        if: steps.check.outputs.exists == 'false'
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+
+      - name: Commit and push changes
+        if: steps.check.outputs.exists == 'false'
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+
+          git add website/versions.json
+          git add website/versioned_docs/
+          git add website/versioned_sidebars/
+
+          git commit -m "docs: add version ${VERSION} [skip ci]
+
+          Auto-generated documentation version from release ${GITHUB_REF}
+
+          - Added version ${VERSION} to versions.json
+          - Created versioned_docs/version-${VERSION}/
+          - Created versioned_sidebars/version-${VERSION}-sidebars.json"
+
+          git push origin main
+
+          echo "✅ Changes pushed to main branch"
+          echo "📚 Documentation will be available at: https://supermarioyl.github.io/Bison/docs/${VERSION}/"
+
+      - name: Summary
+        run: |
+          VERSION=${{ steps.version.outputs.version }}
+          EXISTS=${{ steps.check.outputs.exists }}
+
+          echo "## Documentation Versioning Summary" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "**Version**: ${VERSION}" >> $GITHUB_STEP_SUMMARY
+          echo "**Release**: ${GITHUB_REF}" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+
+          if [ "$EXISTS" == "true" ]; then
+            echo "⚠️  **Status**: Version already exists, skipped" >> $GITHUB_STEP_SUMMARY
+          else
+            echo "✅ **Status**: Documentation version created successfully" >> $GITHUB_STEP_SUMMARY
+            echo "" >> $GITHUB_STEP_SUMMARY
+            echo "📚 **View Documentation**: [https://supermarioyl.github.io/Bison/docs/${VERSION}/](https://supermarioyl.github.io/Bison/docs/${VERSION}/)" >> $GITHUB_STEP_SUMMARY
+          fi
diff --git a/README.md b/README.md
index fdbc983..b536834 100644
--- a/README.md
+++ b/README.md
@@ -730,26 +730,52 @@ docker pull ghcr.io/supermarioyl/bison/web-ui:latest
 - `linux/amd64`
 - `linux/arm64`
 
-### Helm Repository
+### Helm Installation Methods
+
+Bison Helm charts are distributed via **GitHub Container Registry (GHCR)** using the OCI format, which is the modern standard for Helm 3.8+.
+
+**Requirements:**
+- Helm >= 3.8.0 (for OCI support)
+- Kubernetes >= 1.22
+
+#### Method 1: Install from GHCR (Recommended)
 
 ```bash
-# Add repository
-helm repo add bison https://supermarioyl.github.io/Bison/charts/
+# Install specific version directly from GHCR
+helm install my-bison oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
 
-# Search available versions
-helm search repo bison
+# Or pull the chart first, then install
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install my-bison bison-0.0.2.tgz
+
+# Customize installation
+helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true
+```
 
-# View chart information
-helm show chart bison/bison
-helm show values bison/bison
+#### Method 2: Install from GitHub Releases
 
-# Install specific version
-helm install my-bison bison/bison --version 0.0.1
+```bash
+# Download chart from GitHub Releases
+wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
 
-# Upgrade to latest
-helm upgrade my-bison bison/bison
+# Install from downloaded file
+helm install my-bison bison-0.0.2.tgz \
+  --namespace bison-system \
+  --create-namespace
 ```
 
+**Why GHCR OCI Format?**
+- ✅ No need for separate Helm repository maintenance
+- ✅ Unified image and chart management in GHCR
+- ✅ Faster installation (direct pull from registry)
+- ✅ Better version control and immutability
+- ✅ Standard practice for Helm 3.8+
+
 ## Development
 
 ```bash
@@ -781,16 +807,16 @@ Bison uses automated GitHub Actions for releases:
    ```
 
 2. **GitHub Actions automatically**:
-   - Builds multi-platform Docker images
+   - Builds multi-platform Docker images (amd64, arm64)
    - Pushes images to GitHub Container Registry
    - Packages Helm chart
-   - Creates GitHub Release
-   - Updates Helm repository on GitHub Pages
+   - Publishes chart to GHCR (OCI format)
+   - Creates GitHub Release with chart attachment
 
 3. **Verify release**:
    - Check [GitHub Releases](https://github.com/SuperMarioYL/Bison/releases)
-   - Pull new images: `docker pull ghcr.io/supermarioyl/bison/api-server:3.1.0`
-   - Update Helm repo: `helm repo update && helm search repo bison`
+   - Pull new images: `docker pull ghcr.io/supermarioyl/bison/api-server:0.0.2`
+   - Install chart: `helm install test oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2`
 
 ## Project Structure
 
diff --git a/deploy/charts/bison/README.md b/deploy/charts/bison/README.md
index e64685f..59bc116 100644
--- a/deploy/charts/bison/README.md
+++ b/deploy/charts/bison/README.md
@@ -4,7 +4,11 @@ Kubernetes-based GPU Resource Billing and Scheduling Platform
 
 ## Installation
 
-### From GHCR (Recommended)
+**Requirements:**
+- Helm >= 3.8.0 (for OCI support)
+- Kubernetes >= 1.22
+
+### Method 1: From GHCR (Recommended)
 
 Install directly from GitHub Container Registry using OCI format:
 
@@ -15,12 +19,23 @@ helm install my-bison oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
 # Or pull first, then install
 helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
 helm install my-bison bison-0.0.2.tgz
+
+# With custom configuration
+helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true
 ```
 
-**Requirements:**
-- Helm >= 3.8.0 (for OCI support)
+**Why GHCR OCI Format?**
+- ✅ No separate Helm repository needed
+- ✅ Unified with Docker images in GHCR
+- ✅ Faster installation
+- ✅ Modern Helm 3.8+ standard
 
-### From GitHub Releases
+### Method 2: From GitHub Releases
 
 Download the chart from [GitHub Releases](https://github.com/SuperMarioYL/Bison/releases) and install locally:
 
@@ -29,7 +44,9 @@ Download the chart from [GitHub Releases](https://github.com/SuperMarioYL/Bison/
 wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
 
 # Install
-helm install my-bison bison-0.0.2.tgz
+helm install my-bison bison-0.0.2.tgz \
+  --namespace bison-system \
+  --create-namespace
 ```
 
 ## Prerequisites
diff --git a/website/docs/installation.md b/website/docs/installation.md
index c9abf61..da89191 100644
--- a/website/docs/installation.md
+++ b/website/docs/installation.md
@@ -44,39 +44,53 @@ helm install opencost opencost/opencost \
 
 ## Installation Methods
 
-Choose one of the following methods to install Bison:
+Bison Helm charts are distributed via **GitHub Container Registry (GHCR)** using the modern OCI format.
 
-### Option A: Helm Repository (Recommended)
+**Requirements:**
+- Helm >= 3.8.0 (for OCI support)
+- Kubernetes >= 1.22
 
-The simplest way to install Bison is using the official Helm repository:
+### Option A: From GHCR (Recommended)
+
+The simplest way to install Bison is directly from GitHub Container Registry:
 
 ```bash
-# Add Bison Helm repository
-helm repo add bison https://supermarioyl.github.io/Bison/charts/
-helm repo update
+# Install specific version from GHCR
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace
 
-# Install with default configuration
-helm install bison bison/bison \
+# Or pull the chart first, then install
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install bison bison-0.0.2.tgz \
   --namespace bison-system \
   --create-namespace
 
-# Or customize installation
-helm install bison bison/bison \
+# Customize installation
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
   --namespace bison-system \
   --create-namespace \
   --set opencost.url=http://opencost.opencost-system.svc:9003 \
-  --set auth.enabled=false \
-  --set apiServer.image.tag=0.0.1 \
-  --set webUI.image.tag=0.0.1
+  --set auth.enabled=true \
+  --set apiServer.image.tag=0.0.2 \
+  --set webUI.image.tag=0.0.2
 ```
 
+**Why GHCR OCI Format?**
+- ✅ No separate Helm repository maintenance needed
+- ✅ Unified with Docker images in GHCR
+- ✅ Faster installation (direct registry pull)
+- ✅ Modern Helm 3.8+ standard practice
+
 ### Option B: From GitHub Release
 
 Download a specific version from GitHub Releases:
 
 ```bash
-# Download latest Helm chart
-VERSION=0.0.1
+# Download Helm chart
+VERSION=0.0.2
 wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
 
 # Install the chart
diff --git a/website/i18n/zh-Hans/code.json b/website/i18n/zh-Hans/code.json
index e92fe8a..e49f43e 100644
--- a/website/i18n/zh-Hans/code.json
+++ b/website/i18n/zh-Hans/code.json
@@ -325,5 +325,161 @@
   "theme.tags.tagsPageTitle": {
     "message": "标签",
     "description": "The title of the tag list page"
+  },
+  "component.statsSection.efficiency": {
+    "message": "GPU 资源效率",
+    "description": "Label for GPU resource efficiency statistic"
+  },
+  "component.statsSection.deployTime": {
+    "message": "平均部署时间",
+    "description": "Label for average deployment time statistic"
+  },
+  "component.statsSection.tenants": {
+    "message": "支持租户数",
+    "description": "Label for supported tenants statistic"
+  },
+  "component.statsSection.savings": {
+    "message": "成本节省",
+    "description": "Label for cost savings statistic"
+  },
+  "component.architectureDiagram.title": {
+    "message": "架构概览",
+    "description": "Architecture diagram section title"
+  },
+  "component.architectureDiagram.subtitle": {
+    "message": "基于云原生技术构建，具备可扩展性和可靠性",
+    "description": "Architecture diagram section subtitle"
+  },
+  "component.architectureDiagram.node.bison": {
+    "message": "GPU 计费与调度平台",
+    "description": "Description for Bison node"
+  },
+  "component.architectureDiagram.node.capsule": {
+    "message": "多租户管理",
+    "description": "Description for Capsule node"
+  },
+  "component.architectureDiagram.node.opencost": {
+    "message": "成本追踪与分析",
+    "description": "Description for OpenCost node"
+  },
+  "component.architectureDiagram.node.k8s": {
+    "message": "容器编排",
+    "description": "Description for Kubernetes node"
+  },
+  "component.architectureDiagram.node.prometheus": {
+    "message": "指标收集",
+    "description": "Description for Prometheus node"
+  },
+  "component.useCases.title": {
+    "message": "真实应用场景",
+    "description": "Use cases section title"
+  },
+  "component.useCases.subtitle": {
+    "message": "了解 Bison 如何在不同场景下转变 GPU 资源管理",
+    "description": "Use cases section subtitle"
+  },
+  "component.useCases.beforeBison": {
+    "message": "使用前",
+    "description": "Before Bison comparison header"
+  },
+  "component.useCases.withBison": {
+    "message": "使用后",
+    "description": "With Bison comparison header"
+  },
+  "component.useCases.aiTraining.title": {
+    "message": "AI 训练平台",
+    "description": "Title for AI training use case"
+  },
+  "component.useCases.aiTraining.description": {
+    "message": "多团队机器学习工作负载的 GPU 资源共享",
+    "description": "Description for AI training use case"
+  },
+  "component.useCases.aiTraining.before.manual": {
+    "message": "手动分配 GPU",
+    "description": "AI training before: manual allocation"
+  },
+  "component.useCases.aiTraining.before.noCost": {
+    "message": "成本不可见",
+    "description": "AI training before: no cost visibility"
+  },
+  "component.useCases.aiTraining.before.conflicts": {
+    "message": "资源冲突",
+    "description": "AI training before: resource conflicts"
+  },
+  "component.useCases.aiTraining.after.automated": {
+    "message": "自动化调度",
+    "description": "AI training after: automated scheduling"
+  },
+  "component.useCases.aiTraining.after.realtime": {
+    "message": "实时成本追踪",
+    "description": "AI training after: real-time cost tracking"
+  },
+  "component.useCases.aiTraining.after.fair": {
+    "message": "公平资源共享",
+    "description": "AI training after: fair resource sharing"
+  },
+  "component.useCases.enterprise.title": {
+    "message": "企业云平台",
+    "description": "Title for enterprise cloud use case"
+  },
+  "component.useCases.enterprise.description": {
+    "message": "部门级资源隔离与计费",
+    "description": "Description for enterprise cloud use case"
+  },
+  "component.useCases.enterprise.before.chaos": {
+    "message": "共享集群混乱",
+    "description": "Enterprise before: shared cluster chaos"
+  },
+  "component.useCases.enterprise.before.noBudget": {
+    "message": "无预算控制",
+    "description": "Enterprise before: no budget control"
+  },
+  "component.useCases.enterprise.before.manual": {
+    "message": "手动报告",
+    "description": "Enterprise before: manual reporting"
+  },
+  "component.useCases.enterprise.after.isolated": {
+    "message": "租户隔离",
+    "description": "Enterprise after: isolated tenants"
+  },
+  "component.useCases.enterprise.after.prepaid": {
+    "message": "预付费余额",
+    "description": "Enterprise after: prepaid balances"
+  },
+  "component.useCases.enterprise.after.automated": {
+    "message": "自动化报表",
+    "description": "Enterprise after: automated reports"
+  },
+  "component.useCases.billing.title": {
+    "message": "成本中心计费",
+    "description": "Title for cost center billing use case"
+  },
+  "component.useCases.billing.description": {
+    "message": "内部 GPU 资源的计费回扣系统",
+    "description": "Description for cost center billing use case"
+  },
+  "component.useCases.billing.before.excel": {
+    "message": "基于 Excel 跟踪",
+    "description": "Billing before: Excel-based tracking"
+  },
+  "component.useCases.billing.before.monthly": {
+    "message": "月度对账",
+    "description": "Billing before: monthly reconciliation"
+  },
+  "component.useCases.billing.before.disputes": {
+    "message": "账单纠纷",
+    "description": "Billing before: billing disputes"
+  },
+  "component.useCases.billing.after.realtime": {
+    "message": "实时扣费",
+    "description": "Billing after: real-time deduction"
+  },
+  "component.useCases.billing.after.transparent": {
+    "message": "透明定价",
+    "description": "Billing after: transparent pricing"
+  },
+  "component.useCases.billing.after.automated": {
+    "message": "自动开票",
+    "description": "Billing after: automated invoicing"
   }
 }
diff --git a/website/src/components/ArchitectureDiagram/index.tsx b/website/src/components/ArchitectureDiagram/index.tsx
new file mode 100644
index 0000000..a2aba96
--- /dev/null
+++ b/website/src/components/ArchitectureDiagram/index.tsx
@@ -0,0 +1,160 @@
+import type {ReactNode} from 'react';
+import {translate} from '@docusaurus/Translate';
+import Translate from '@docusaurus/Translate';
+import Heading from '@theme/Heading';
+import styles from './styles.module.css';
+
+interface ArchNode {
+  id: string;
+  label: string;
+  description: string;
+  color: string;
+}
+
+const nodes: ArchNode[] = [
+  {
+    id: 'bison',
+    label: 'Bison',
+    description: translate({
+      id: 'component.architectureDiagram.node.bison',
+      message: 'GPU Billing & Scheduling Platform',
+      description: 'Description for Bison node',
+    }),
+    color: '#0A84FF',
+  },
+  {
+    id: 'capsule',
+    label: 'Capsule',
+    description: translate({
+      id: 'component.architectureDiagram.node.capsule',
+      message: 'Multi-Tenant Management',
+      description: 'Description for Capsule node',
+    }),
+    color: '#5E5CE6',
+  },
+  {
+    id: 'opencost',
+    label: 'OpenCost',
+    description: translate({
+      id: 'component.architectureDiagram.node.opencost',
+      message: 'Cost Tracking & Analytics',
+      description: 'Description for OpenCost node',
+    }),
+    color: '#BF5AF2',
+  },
+  {
+    id: 'k8s',
+    label: 'Kubernetes',
+    description: translate({
+      id: 'component.architectureDiagram.node.k8s',
+      message: 'Container Orchestration',
+      description: 'Description for Kubernetes node',
+    }),
+    color: '#326CE5',
+  },
+  {
+    id: 'prometheus',
+    label: 'Prometheus',
+    description: translate({
+      id: 'component.architectureDiagram.node.prometheus',
+      message: 'Metrics Collection',
+      description: 'Description for Prometheus node',
+    }),
+    color: '#E6522C',
+  },
+];
+
+export default function ArchitectureDiagram(): ReactNode {
+  return (
+    <section className={styles.architectureSection}>
+      <div className="container">
+        <div className="text--center margin-bottom--lg">
+          <Heading as="h2" className={styles.sectionTitle}>
+            <Translate id="component.architectureDiagram.title">
+              Architecture Overview
+            </Translate>
+          </Heading>
+          <p className={styles.sectionSubtitle}>
+            <Translate id="component.architectureDiagram.subtitle">
+              Built on cloud-native technologies for scalability and reliability
+            </Translate>
+          </p>
+        </div>
+
+        <div className={styles.diagramContainer}>
+          <svg viewBox="0 0 800 400" className={styles.diagram}>
+            <defs>
+              <marker
+                id="arrowhead"
+                markerWidth="10"
+                markerHeight="10"
+                refX="9"
+                refY="3"
+                orient="auto">
+                <polygon points="0 0, 10 3, 0 6" fill="#999" />
+              </marker>
+
+              <filter id="glow">
+                <feGaussianBlur stdDeviation="3" result="coloredBlur" />
+                <feMerge>
+                  <feMergeNode in="coloredBlur" />
+                  <feMergeNode in="SourceGraphic" />
+                </feMerge>
+              </filter>
+            </defs>
+
+            {/* Connections */}
+            <g className={styles.connections}>
+              <line x1="400" y1="80" x2="400" y2="140" stroke="#999" strokeWidth="2" markerEnd="url(#arrowhead)" className={styles.connectionLine} />
+              <line x1="400" y1="200" x2="250" y2="260" stroke="#999" strokeWidth="2" markerEnd="url(#arrowhead)" className={styles.connectionLine} />
+              <line x1="400" y1="200" x2="550" y2="260" stroke="#999" strokeWidth="2" markerEnd="url(#arrowhead)" className={styles.connectionLine} />
+              <line x1="250" y1="320" x2="400" y2="320" stroke="#999" strokeWidth="2" markerEnd="url(#arrowhead)" className={styles.connectionLine} />
+              <line x1="550" y1="320" x2="650" y2="320" stroke="#999" strokeWidth="2" markerEnd="url(#arrowhead)" className={styles.connectionLine} />
+            </g>
+
+            {/* Bison */}
+            <g className={styles.node}>
+              <rect x="330" y="40" width="140" height="60" rx="8" fill="#0A84FF" filter="url(#glow)" />
+              <text x="400" y="75" textAnchor="middle" fill="white" fontSize="18" fontWeight="600">Bison</text>
+            </g>
+
+            {/* Capsule */}
+            <g className={styles.node}>
+              <rect x="330" y="160" width="140" height="60" rx="8" fill="#5E5CE6" filter="url(#glow)" />
+              <text x="400" y="195" textAnchor="middle" fill="white" fontSize="18" fontWeight="600">Capsule</text>
+            </g>
+
+            {/* OpenCost */}
+            <g className={styles.node}>
+              <rect x="480" y="280" width="140" height="60" rx="8" fill="#BF5AF2" filter="url(#glow)" />
+              <text x="550" y="315" textAnchor="middle" fill="white" fontSize="18" fontWeight="600">OpenCost</text>
+            </g>
+
+            {/* Kubernetes */}
+            <g className={styles.node}>
+              <rect x="180" y="280" width="140" height="60" rx="8" fill="#326CE5" filter="url(#glow)" />
+              <text x="250" y="315" textAnchor="middle" fill="white" fontSize="18" fontWeight="600">Kubernetes</text>
+            </g>
+
+            {/* Prometheus */}
+            <g className={styles.node}>
+              <rect x="630" y="280" width="140" height="60" rx="8" fill="#E6522C" filter="url(#glow)" />
+              <text x="700" y="315" textAnchor="middle" fill="white" fontSize="18" fontWeight="600">Prometheus</text>
+            </g>
+          </svg>
+
+          <div className={styles.nodeDescriptions}>
+            {nodes.map(node => (
+              <div key={node.id} className={styles.nodeCard} style={{borderColor: node.color}}>
+                <div className={styles.nodeCardTitle} style={{color: node.color}}>
+                  {node.label}
+                </div>
+                <div className={styles.nodeCardDescription}>{node.description}</div>
+              </div>
+            ))}
+          </div>
+        </div>
+      </div>
+    </section>
+  );
+}
diff --git a/website/src/components/ArchitectureDiagram/styles.module.css b/website/src/components/ArchitectureDiagram/styles.module.css
new file mode 100644
index 0000000..074c7ed
--- /dev/null
+++ b/website/src/components/ArchitectureDiagram/styles.module.css
@@ -0,0 +1,183 @@
+.architectureSection {
+  padding: 4rem 0;
+  background: #ffffff;
+}
+
+[data-theme='dark'] .architectureSection {
+  background: #0d0d0d;
+}
+
+.sectionTitle {
+  font-size: 2.5rem;
+  font-weight: 700;
+  margin-bottom: 1rem;
+}
+
+.sectionSubtitle {
+  font-size: 1.125rem;
+  color: #666;
+  max-width: 600px;
+  margin: 0 auto;
+}
+
+[data-theme='dark'] .sectionSubtitle {
+  color: #b3b3b3;
+}
+
+.diagramContainer {
+  margin-top: 3rem;
+}
+
+.diagram {
+  width: 100%;
+  max-width: 800px;
+  height: auto;
+  margin: 0 auto;
+  display: block;
+  margin-bottom: 3rem;
+}
+
+.node {
+  cursor: pointer;
+  transition: transform 0.3s ease;
+  animation: nodeAppear 0.6s ease-out backwards;
+}
+
+.node:nth-child(1) {
+  animation-delay: 0.1s;
+}
+
+.node:nth-child(2) {
+  animation-delay: 0.2s;
+}
+
+.node:nth-child(3) {
+  animation-delay: 0.3s;
+}
+
+.node:nth-child(4) {
+  animation-delay: 0.4s;
+}
+
+.node:nth-child(5) {
+  animation-delay: 0.5s;
+}
+
+.node:hover {
+  transform: scale(1.05);
+}
+
+.node rect {
+  transition: all 0.3s ease;
+}
+
+.node:hover rect {
+  filter: url(#glow) brightness(1.1);
+}
+
+.connectionLine {
+  stroke-dasharray: 5, 5;
+  animation: dashMove 20s linear infinite;
+}
+
+@keyframes dashMove {
+  to {
+    stroke-dashoffset: -1000;
+  }
+}
+
+@keyframes nodeAppear {
+  from {
+    opacity: 0;
+    transform: scale(0.8);
+  }
+  to {
+    opacity: 1;
+    transform: scale(1);
+  }
+}
+
+.nodeDescriptions {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
+  gap: 1.5rem;
+  margin-top: 2rem;
+}
+
+.nodeCard {
+  padding: 1.5rem;
+  border-radius: 12px;
+  border-left: 4px solid;
+  background: rgba(0, 0, 0, 0.02);
+  transition: all 0.3s ease;
+  animation: cardSlideIn 0.6s ease-out backwards;
+}
+
+[data-theme='dark'] .nodeCard {
+  background: rgba(255, 255, 255, 0.05);
+}
+
+.nodeCard:nth-child(1) {
+  animation-delay: 0.6s;
+}
+
+.nodeCard:nth-child(2) {
+  animation-delay: 0.7s;
+}
+
+.nodeCard:nth-child(3) {
+  animation-delay: 0.8s;
+}
+
+.nodeCard:nth-child(4) {
+  animation-delay: 0.9s;
+}
+
+.nodeCard:nth-child(5) {
+  animation-delay: 1s;
+}
+
+.nodeCard:hover {
+  transform: translateX(4px);
+  box-shadow: 0 4px 12px rgba(0, 0, 0, 0.1);
+}
+
+.nodeCardTitle {
+  font-size: 1.125rem;
+  font-weight: 600;
+  margin-bottom: 0.5rem;
+}
+
+.nodeCardDescription {
+  font-size: 0.875rem;
+  color: #666;
+}
+
+[data-theme='dark'] .nodeCardDescription {
+  color: #b3b3b3;
+}
+
+@keyframes cardSlideIn {
+  from {
+    opacity: 0;
+    transform: translateX(-20px);
+  }
+  to {
+    opacity: 1;
+    transform: translateX(0);
+  }
+}
+
+@media screen and (max-width: 768px) {
+  .sectionTitle {
+    font-size: 2rem;
+  }
+
+  .diagram {
+    height: 300px;
+  }
+
+  .nodeDescriptions {
+    grid-template-columns: 1fr;
+  }
+}
diff --git a/website/src/components/HomepageFeatures/index.tsx b/website/src/components/HomepageFeatures/index.tsx
index 69b3dd0..4df085e 100644
--- a/website/src/components/HomepageFeatures/index.tsx
+++ b/website/src/components/HomepageFeatures/index.tsx
@@ -81,10 +81,11 @@ const FeatureList: FeatureItem[] = [
 
 function Feature({title, Svg, icon, description}: FeatureItem) {
   return (
-    <div className={clsx('col col--4')}>
-      <div className="text--center padding-horiz--md">
-        <Heading as="h3">{title}</Heading>
-        <p>{description}</p>
+    <div className={clsx('col col--4')} style={{marginBottom: '2rem'}}>
+      <div className={clsx('text--center', styles.featureCard)}>
+        {icon && <div className={styles.featureIcon}>{icon}</div>}
+        <Heading as="h3" className={styles.featureTitle}>{title}</Heading>
+        <p className={styles.featureDescription}>{description}</p>
       </div>
     </div>
   );
diff --git a/website/src/components/HomepageFeatures/styles.module.css b/website/src/components/HomepageFeatures/styles.module.css
index b248eb2..c8133e3 100644
--- a/website/src/components/HomepageFeatures/styles.module.css
+++ b/website/src/components/HomepageFeatures/styles.module.css
@@ -1,11 +1,128 @@
 .features {
   display: flex;
   align-items: center;
-  padding: 2rem 0;
+  padding: 4rem 0;
   width: 100%;
+  background: linear-gradient(180deg, #f8f9fa 0%, #ffffff 100%);
+}
+
+[data-theme='dark'] .features {
+  background: linear-gradient(180deg, #1a1a1a 0%, #0d0d0d 100%);
 }
 
 .featureSvg {
   height: 200px;
   width: 200px;
 }
+
+.featureCard {
+  padding: 2rem;
+  border-radius: 16px;
+  background: rgba(255, 255, 255, 0.9);
+  backdrop-filter: blur(10px);
+  box-shadow: 0 4px 6px rgba(0, 0, 0, 0.05);
+  transition: all 0.4s cubic-bezier(0.4, 0, 0.2, 1);
+  border: 1px solid rgba(0, 0, 0, 0.05);
+  height: 100%;
+  position: relative;
+  overflow: hidden;
+}
+
+[data-theme='dark'] .featureCard {
+  background: rgba(30, 30, 30, 0.8);
+  border: 1px solid rgba(255, 255, 255, 0.1);
+}
+
+.featureCard::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  height: 3px;
+  background: linear-gradient(90deg, #0A84FF, #5E5CE6, #BF5AF2);
+  transform: scaleX(0);
+  transition: transform 0.4s ease;
+}
+
+.featureCard:hover::before {
+  transform: scaleX(1);
+}
+
+.featureCard:hover {
+  transform: translateY(-8px) scale(1.02);
+  box-shadow:
+    0 12px 24px rgba(10, 132, 255, 0.15),
+    0 0 0 1px rgba(10, 132, 255, 0.1);
+}
+
+.featureIcon {
+  font-size: 3rem;
+  display: inline-block;
+  transition: transform 0.4s cubic-bezier(0.4, 0, 0.2, 1);
+  margin-bottom: 1rem;
+}
+
+.featureCard:hover .featureIcon {
+  transform: scale(1.2) rotate(5deg);
+}
+
+.featureTitle {
+  margin-bottom: 1rem;
+  font-weight: 600;
+  color: #1a1a1a;
+}
+
+[data-theme='dark'] .featureTitle {
+  color: #ffffff;
+}
+
+.featureDescription {
+  color: #666;
+  line-height: 1.6;
+}
+
+[data-theme='dark'] .featureDescription {
+  color: #b3b3b3;
+}
+
+/* Stagger animation on scroll */
+.featureCard {
+  opacity: 0;
+  animation: fadeInUp 0.6s ease-out forwards;
+}
+
+.featureCard:nth-child(1) {
+  animation-delay: 0.1s;
+}
+
+.featureCard:nth-child(2) {
+  animation-delay: 0.2s;
+}
+
+.featureCard:nth-child(3) {
+  animation-delay: 0.3s;
+}
+
+.featureCard:nth-child(4) {
+  animation-delay: 0.4s;
+}
+
+.featureCard:nth-child(5) {
+  animation-delay: 0.5s;
+}
+
+.featureCard:nth-child(6) {
+  animation-delay: 0.6s;
+}
+
+@keyframes fadeInUp {
+  from {
+    opacity: 0;
+    transform: translateY(30px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
diff --git a/website/src/components/ParticleBackground/index.tsx b/website/src/components/ParticleBackground/index.tsx
new file mode 100644
index 0000000..1caddd0
--- /dev/null
+++ b/website/src/components/ParticleBackground/index.tsx
@@ -0,0 +1,101 @@
+import {useEffect, useRef} from 'react';
+import type {ReactNode} from 'react';
+import styles from './styles.module.css';
+
+interface Particle {
+  x: number;
+  y: number;
+  vx: number;
+  vy: number;
+  size: number;
+  opacity: number;
+}
+
+export default function ParticleBackground(): ReactNode {
+  const canvasRef = useRef<HTMLCanvasElement>(null);
+
+  useEffect(() => {
+    const canvas = canvasRef.current;
+    if (!canvas) return;
+
+    const ctx = canvas.getContext('2d');
+    if (!ctx) return;
+
+    // Set canvas size
+    const resizeCanvas = () => {
+      canvas.width = window.innerWidth;
+      canvas.height = window.innerHeight;
+    };
+    resizeCanvas();
+    window.addEventListener('resize', resizeCanvas);
+
+    // Particle settings - fewer particles on mobile
+    const isMobile = window.innerWidth < 768;
+    const particleCount = isMobile ? 30 : 80;
+    const particles: Particle[] = [];
+
+    // Initialize particles
+    for (let i = 0; i < particleCount; i++) {
+      particles.push({
+        x: Math.random() * canvas.width,
+        y: Math.random() * canvas.height,
+        vx: (Math.random() - 0.5) * 0.5,
+        vy: (Math.random() - 0.5) * 0.5,
+        size: Math.random() * 2 + 1,
+        opacity: Math.random() * 0.5 + 0.2,
+      });
+    }
+
+    // Animation loop
+    let animationFrameId: number;
+    const animate = () => {
+      ctx.clearRect(0, 0, canvas.width, canvas.height);
+
+      particles.forEach((particle, i) => {
+        // Update position
+        particle.x += particle.vx;
+        particle.y += particle.vy;
+
+        // Wrap around edges
+        if (particle.x < 0) particle.x = canvas.width;
+        if (particle.x > canvas.width) particle.x = 0;
+        if (particle.y < 0) particle.y = canvas.height;
+        if (particle.y > canvas.height) particle.y = 0;
+
+        // Draw particle
+        ctx.beginPath();
+        ctx.arc(particle.x, particle.y, particle.size, 0, Math.PI * 2);
+        ctx.fillStyle = `rgba(255, 255, 255, ${particle.opacity})`;
+        ctx.fill();
+
+        // Draw connections
+        particles.slice(i + 1).forEach(otherParticle => {
+          const dx = particle.x - otherParticle.x;
+          const dy = particle.y - otherParticle.y;
+          const distance = Math.sqrt(dx * dx + dy * dy);
+
+          if (distance < 120) {
+            ctx.beginPath();
+            ctx.moveTo(particle.x, particle.y);
+            ctx.lineTo(otherParticle.x, otherParticle.y);
+            const opacity = (1 - distance / 120) * 0.15;
+            ctx.strokeStyle = `rgba(255, 255, 255, ${opacity})`;
+            ctx.lineWidth = 0.5;
+            ctx.stroke();
+          }
+        });
+      });
+
+      animationFrameId = requestAnimationFrame(animate);
+    };
+
+    animate();
+
+    return () => {
+      window.removeEventListener('resize', resizeCanvas);
+      cancelAnimationFrame(animationFrameId);
+    };
+  }, []);
+
+  return <canvas ref={canvasRef} className={styles.particleCanvas} />;
+}
diff --git a/website/src/components/ParticleBackground/styles.module.css b/website/src/components/ParticleBackground/styles.module.css
new file mode 100644
index 0000000..13d4b89
--- /dev/null
+++ b/website/src/components/ParticleBackground/styles.module.css
@@ -0,0 +1,9 @@
+.particleCanvas {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  pointer-events: none;
+  z-index: 1;
+}
diff --git a/website/src/components/StatsSection/index.tsx b/website/src/components/StatsSection/index.tsx
new file mode 100644
index 0000000..91349f7
--- /dev/null
+++ b/website/src/components/StatsSection/index.tsx
@@ -0,0 +1,124 @@
+import {useEffect, useState, useRef} from 'react';
+import type {ReactNode} from 'react';
+import {translate} from '@docusaurus/Translate';
+import styles from './styles.module.css';
+
+interface StatItem {
+  value: string;
+  label: string;
+  suffix?: string;
+}
+
+const stats: StatItem[] = [
+  {
+    value: '99.9',
+    label: translate({
+      id: 'component.statsSection.efficiency',
+      message: 'GPU Resource Efficiency',
+      description: 'Label for GPU resource efficiency statistic',
+    }),
+    suffix: '%',
+  },
+  {
+    value: '30',
+    label: translate({
+      id: 'component.statsSection.deployTime',
+      message: 'Avg Deploy Time',
+      description: 'Label for average deployment time statistic',
+    }),
+    suffix: ' min',
+  },
+  {
+    value: '1000',
+    label: translate({
+      id: 'component.statsSection.tenants',
+      message: 'Supported Tenants',
+      description: 'Label for supported tenants statistic',
+    }),
+    suffix: '+',
+  },
+  {
+    value: '40',
+    label: translate({
+      id: 'component.statsSection.savings',
+      message: 'Cost Savings',
+      description: 'Label for cost savings statistic',
+    }),
+    suffix: '%+',
+  },
+];
+
+function CountUpNumber({end, suffix = '', duration = 2000}: {end: number; suffix?: string; duration?: number}): ReactNode {
+  const [count, setCount] = useState(0);
+  const [hasAnimated, setHasAnimated] = useState(false);
+  const ref = useRef<HTMLSpanElement>(null);
+
+  useEffect(() => {
+    const observer = new IntersectionObserver(
+      entries => {
+        if (entries[0].isIntersecting && !hasAnimated) {
+          setHasAnimated(true);
+
+          const startTime = Date.now();
+          const startValue = 0;
+
+          const animate = () => {
+            const now = Date.now();
+            const progress = Math.min((now - startTime) / duration, 1);
+
+            // Easing function (ease-out cubic)
+            const easeOut = 1 - Math.pow(1 - progress, 3);
+            const current = startValue + (end - startValue) * easeOut;
+
+            setCount(current);
+
+            if (progress < 1) {
+              requestAnimationFrame(animate);
+            } else {
+              setCount(end);
+            }
+          };
+
+          animate();
+        }
+      },
+      {threshold: 0.3}
+    );
+
+    if (ref.current) {
+      observer.observe(ref.current);
+    }
+
+    return () => observer.disconnect();
+  }, [end, duration, hasAnimated]);
+
+  return (
+    <span ref={ref}>
+      {end % 1 === 0 ? Math.floor(count) : count.toFixed(1)}
+      {suffix}
+    </span>
+  );
+}
+
+export default function StatsSection(): ReactNode {
+  return (
+    <section className={styles.statsSection}>
+      <div className="container">
+        <div className={styles.statsGrid}>
+          {stats.map((stat, index) => (
+            <div key={index} className={styles.statItem}>
+              <div className={styles.statValue}>
+                <CountUpNumber
+                  end={parseFloat(stat.value)}
+                  suffix={stat.suffix}
+                  duration={2000}
+                />
+              </div>
+              <div className={styles.statLabel}>{stat.label}</div>
+            </div>
+          ))}
+        </div>
+      </div>
+    </section>
+  );
+}
diff --git a/website/src/components/StatsSection/styles.module.css b/website/src/components/StatsSection/styles.module.css
new file mode 100644
index 0000000..b0ee418
--- /dev/null
+++ b/website/src/components/StatsSection/styles.module.css
@@ -0,0 +1,101 @@
+.statsSection {
+  padding: 4rem 0;
+  background: linear-gradient(135deg, #0A84FF 0%, #5E5CE6 100%);
+  position: relative;
+  overflow: hidden;
+}
+
+.statsSection::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background:
+    radial-gradient(circle at 10% 20%, rgba(255, 255, 255, 0.1) 0%, transparent 40%),
+    radial-gradient(circle at 90% 80%, rgba(255, 255, 255, 0.1) 0%, transparent 40%);
+  animation: shimmer 10s ease-in-out infinite;
+}
+
+@keyframes shimmer {
+  0%, 100% {
+    opacity: 0.5;
+  }
+  50% {
+    opacity: 1;
+  }
+}
+
+.statsGrid {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
+  gap: 3rem;
+  position: relative;
+  z-index: 1;
+}
+
+.statItem {
+  text-align: center;
+  color: white;
+  animation: fadeInScale 0.8s ease-out backwards;
+}
+
+.statItem:nth-child(1) {
+  animation-delay: 0.1s;
+}
+
+.statItem:nth-child(2) {
+  animation-delay: 0.2s;
+}
+
+.statItem:nth-child(3) {
+  animation-delay: 0.3s;
+}
+
+.statItem:nth-child(4) {
+  animation-delay: 0.4s;
+}
+
+.statValue {
+  font-size: 3.5rem;
+  font-weight: 700;
+  line-height: 1.2;
+  margin-bottom: 0.5rem;
+  text-shadow: 0 2px 10px rgba(0, 0, 0, 0.2);
+  font-variant-numeric: tabular-nums;
+}
+
+.statLabel {
+  font-size: 1rem;
+  font-weight: 500;
+  opacity: 0.95;
+  text-transform: uppercase;
+  letter-spacing: 1px;
+}
+
+@keyframes fadeInScale {
+  from {
+    opacity: 0;
+    transform: scale(0.8) translateY(20px);
+  }
+  to {
+    opacity: 1;
+    transform: scale(1) translateY(0);
+  }
+}
+
+@media screen and (max-width: 768px) {
+  .statsGrid {
+    grid-template-columns: repeat(2, 1fr);
+    gap: 2rem;
+  }
+
+  .statValue {
+    font-size: 2.5rem;
+  }
+
+  .statLabel {
+    font-size: 0.875rem;
+  }
+}
diff --git a/website/src/components/UseCases/index.tsx b/website/src/components/UseCases/index.tsx
new file mode 100644
index 0000000..bba03f0
--- /dev/null
+++ b/website/src/components/UseCases/index.tsx
@@ -0,0 +1,236 @@
+import type {ReactNode} from 'react';
+import {translate} from '@docusaurus/Translate';
+import Translate from '@docusaurus/Translate';
+import Heading from '@theme/Heading';
+import styles from './styles.module.css';
+
+interface UseCase {
+  icon: string;
+  title: string;
+  description: string;
+  before: string[];
+  after: string[];
+}
+
+const useCases: UseCase[] = [
+  {
+    icon: '🤖',
+    title: translate({
+      id: 'component.useCases.aiTraining.title',
+      message: 'AI Training Platform',
+      description: 'Title for AI training use case',
+    }),
+    description: translate({
+      id: 'component.useCases.aiTraining.description',
+      message: 'Multi-team GPU resource sharing for machine learning workloads',
+      description: 'Description for AI training use case',
+    }),
+    before: [
+      translate({
+        id: 'component.useCases.aiTraining.before.manual',
+        message: 'Manual GPU allocation',
+        description: 'AI training before: manual allocation',
+      }),
+      translate({
+        id: 'component.useCases.aiTraining.before.noCost',
+        message: 'No cost visibility',
+        description: 'AI training before: no cost visibility',
+      }),
+      translate({
+        id: 'component.useCases.aiTraining.before.conflicts',
+        message: 'Resource conflicts',
+        description: 'AI training before: resource conflicts',
+      }),
+    ],
+    after: [
+      translate({
+        id: 'component.useCases.aiTraining.after.automated',
+        message: 'Automated scheduling',
+        description: 'AI training after: automated scheduling',
+      }),
+      translate({
+        id: 'component.useCases.aiTraining.after.realtime',
+        message: 'Real-time cost tracking',
+        description: 'AI training after: real-time cost tracking',
+      }),
+      translate({
+        id: 'component.useCases.aiTraining.after.fair',
+        message: 'Fair resource sharing',
+        description: 'AI training after: fair resource sharing',
+      }),
+    ],
+  },
+  {
+    icon: '🏢',
+    title: translate({
+      id: 'component.useCases.enterprise.title',
+      message: 'Enterprise Cloud',
+      description: 'Title for enterprise cloud use case',
+    }),
+    description: translate({
+      id: 'component.useCases.enterprise.description',
+      message: 'Department-level resource isolation and billing',
+      description: 'Description for enterprise cloud use case',
+    }),
+    before: [
+      translate({
+        id: 'component.useCases.enterprise.before.chaos',
+        message: 'Shared cluster chaos',
+        description: 'Enterprise before: shared cluster chaos',
+      }),
+      translate({
+        id: 'component.useCases.enterprise.before.noBudget',
+        message: 'No budget control',
+        description: 'Enterprise before: no budget control',
+      }),
+      translate({
+        id: 'component.useCases.enterprise.before.manual',
+        message: 'Manual reporting',
+        description: 'Enterprise before: manual reporting',
+      }),
+    ],
+    after: [
+      translate({
+        id: 'component.useCases.enterprise.after.isolated',
+        message: 'Isolated tenants',
+        description: 'Enterprise after: isolated tenants',
+      }),
+      translate({
+        id: 'component.useCases.enterprise.after.prepaid',
+        message: 'Prepaid balances',
+        description: 'Enterprise after: prepaid balances',
+      }),
+      translate({
+        id: 'component.useCases.enterprise.after.automated',
+        message: 'Automated reports',
+        description: 'Enterprise after: automated reports',
+      }),
+    ],
+  },
+  {
+    icon: '💵',
+    title: translate({
+      id: 'component.useCases.billing.title',
+      message: 'Cost Center Billing',
+      description: 'Title for cost center billing use case',
+    }),
+    description: translate({
+      id: 'component.useCases.billing.description',
+      message: 'Chargeback system for internal GPU resources',
+      description: 'Description for cost center billing use case',
+    }),
+    before: [
+      translate({
+        id: 'component.useCases.billing.before.excel',
+        message: 'Excel-based tracking',
+        description: 'Billing before: Excel-based tracking',
+      }),
+      translate({
+        id: 'component.useCases.billing.before.monthly',
+        message: 'Monthly reconciliation',
+        description: 'Billing before: monthly reconciliation',
+      }),
+      translate({
+        id: 'component.useCases.billing.before.disputes',
+        message: 'Billing disputes',
+        description: 'Billing before: billing disputes',
+      }),
+    ],
+    after: [
+      translate({
+        id: 'component.useCases.billing.after.realtime',
+        message: 'Real-time deduction',
+        description: 'Billing after: real-time deduction',
+      }),
+      translate({
+        id: 'component.useCases.billing.after.transparent',
+        message: 'Transparent pricing',
+        description: 'Billing after: transparent pricing',
+      }),
+      translate({
+        id: 'component.useCases.billing.after.automated',
+        message: 'Automated invoicing',
+        description: 'Billing after: automated invoicing',
+      }),
+    ],
+  },
+];
+
+function ComparisonCard({useCase}: {useCase: UseCase}): ReactNode {
+  return (
+    <div className={styles.useCaseCard}>
+      <div className={styles.useCaseIcon}>{useCase.icon}</div>
+      <Heading as="h3" className={styles.useCaseTitle}>
+        {useCase.title}
+      </Heading>
+      <p className={styles.useCaseDescription}>{useCase.description}</p>
+
+      <div className={styles.comparison}>
+        <div className={styles.comparisonColumn}>
+          <div className={styles.comparisonHeader}>
+            <span className={styles.crossIcon}>❌</span>
+            <span>
+              <Translate id="component.useCases.beforeBison">
+                Before Bison
+              </Translate>
+            </span>
+          </div>
+          <ul className={styles.comparisonList}>
+            {useCase.before.map((item, i) => (
+              <li key={i} className={styles.comparisonItemBefore}>
+                {item}
+              </li>
+            ))}
+          </ul>
+        </div>
+
+        <div className={styles.comparisonDivider}>→</div>
+
+        <div className={styles.comparisonColumn}>
+          <div className={styles.comparisonHeader}>
+            <span className={styles.checkIcon}>✅</span>
+            <span>
+              <Translate id="component.useCases.withBison">
+                With Bison
+              </Translate>
+            </span>
+          </div>
+          <ul className={styles.comparisonList}>
+            {useCase.after.map((item, i) => (
+              <li key={i} className={styles.comparisonItemAfter}>
+                {item}
+              </li>
+            ))}
+          </ul>
+        </div>
+      </div>
+    </div>
+  );
+}
+
+export default function UseCases(): ReactNode {
+  return (
+    <section className={styles.useCasesSection}>
+      <div className="container">
+        <div className="text--center margin-bottom--lg">
+          <Heading as="h2" className={styles.sectionTitle}>
+            <Translate id="component.useCases.title">
+              Real-World Use Cases
+            </Translate>
+          </Heading>
+          <p className={styles.sectionSubtitle}>
+            <Translate id="component.useCases.subtitle">
+              See how Bison transforms GPU resource management across different scenarios
+            </Translate>
+          </p>
+        </div>
+
+        <div className={styles.useCasesGrid}>
+          {useCases.map((useCase, index) => (
+            <ComparisonCard key={index} useCase={useCase} />
+          ))}
+        </div>
+      </div>
+    </section>
+  );
+}
diff --git a/website/src/components/UseCases/styles.module.css b/website/src/components/UseCases/styles.module.css
new file mode 100644
index 0000000..61ea1d3
--- /dev/null
+++ b/website/src/components/UseCases/styles.module.css
@@ -0,0 +1,207 @@
+.useCasesSection {
+  padding: 4rem 0;
+  background: linear-gradient(180deg, #ffffff 0%, #f8f9fa 100%);
+}
+
+[data-theme='dark'] .useCasesSection {
+  background: linear-gradient(180deg, #0d0d0d 0%, #1a1a1a 100%);
+}
+
+.sectionTitle {
+  font-size: 2.5rem;
+  font-weight: 700;
+  margin-bottom: 1rem;
+}
+
+.sectionSubtitle {
+  font-size: 1.125rem;
+  color: #666;
+  max-width: 700px;
+  margin: 0 auto;
+}
+
+[data-theme='dark'] .sectionSubtitle {
+  color: #b3b3b3;
+}
+
+.useCasesGrid {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(320px, 1fr));
+  gap: 2rem;
+  margin-top: 3rem;
+}
+
+.useCaseCard {
+  padding: 2rem;
+  border-radius: 16px;
+  background: white;
+  box-shadow: 0 4px 6px rgba(0, 0, 0, 0.05);
+  transition: all 0.4s cubic-bezier(0.4, 0, 0.2, 1);
+  border: 1px solid rgba(0, 0, 0, 0.05);
+  animation: fadeInUp 0.6s ease-out backwards;
+}
+
+[data-theme='dark'] .useCaseCard {
+  background: rgba(30, 30, 30, 0.8);
+  border: 1px solid rgba(255, 255, 255, 0.1);
+}
+
+.useCaseCard:nth-child(1) {
+  animation-delay: 0.1s;
+}
+
+.useCaseCard:nth-child(2) {
+  animation-delay: 0.2s;
+}
+
+.useCaseCard:nth-child(3) {
+  animation-delay: 0.3s;
+}
+
+.useCaseCard:hover {
+  transform: translateY(-8px);
+  box-shadow: 0 12px 24px rgba(10, 132, 255, 0.1);
+}
+
+.useCaseIcon {
+  font-size: 3rem;
+  margin-bottom: 1rem;
+  display: inline-block;
+  animation: bounce 2s ease-in-out infinite;
+}
+
+@keyframes bounce {
+  0%, 100% {
+    transform: translateY(0);
+  }
+  50% {
+    transform: translateY(-10px);
+  }
+}
+
+.useCaseTitle {
+  font-size: 1.5rem;
+  font-weight: 600;
+  margin-bottom: 0.75rem;
+}
+
+.useCaseDescription {
+  color: #666;
+  margin-bottom: 1.5rem;
+  line-height: 1.6;
+}
+
+[data-theme='dark'] .useCaseDescription {
+  color: #b3b3b3;
+}
+
+.comparison {
+  display: grid;
+  grid-template-columns: 1fr auto 1fr;
+  gap: 1rem;
+  align-items: start;
+}
+
+.comparisonColumn {
+  min-width: 0;
+}
+
+.comparisonHeader {
+  display: flex;
+  align-items: center;
+  gap: 0.5rem;
+  font-weight: 600;
+  margin-bottom: 0.75rem;
+  font-size: 0.875rem;
+}
+
+.crossIcon {
+  font-size: 1rem;
+}
+
+.checkIcon {
+  font-size: 1rem;
+}
+
+.comparisonDivider {
+  font-size: 1.5rem;
+  color: #0A84FF;
+  font-weight: 700;
+  padding-top: 1.5rem;
+}
+
+.comparisonList {
+  list-style: none;
+  padding: 0;
+  margin: 0;
+}
+
+.comparisonList li {
+  padding: 0.5rem 0;
+  font-size: 0.875rem;
+  position: relative;
+  padding-left: 1.25rem;
+}
+
+.comparisonList li::before {
+  content: '';
+  position: absolute;
+  left: 0;
+  top: 0.875rem;
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+}
+
+.comparisonItemBefore {
+  color: #999;
+}
+
+.comparisonItemBefore::before {
+  background: #ff4444;
+}
+
+.comparisonItemAfter {
+  color: #333;
+  font-weight: 500;
+}
+
+[data-theme='dark'] .comparisonItemAfter {
+  color: #ffffff;
+}
+
+.comparisonItemAfter::before {
+  background: #00c853;
+}
+
+@keyframes fadeInUp {
+  from {
+    opacity: 0;
+    transform: translateY(30px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+@media screen and (max-width: 768px) {
+  .useCasesGrid {
+    grid-template-columns: 1fr;
+  }
+
+  .comparison {
+    grid-template-columns: 1fr;
+    gap: 1.5rem;
+  }
+
+  .comparisonDivider {
+    text-align: center;
+    padding-top: 0;
+    transform: rotate(90deg);
+  }
+
+  .sectionTitle {
+    font-size: 2rem;
+  }
+}
diff --git a/website/src/css/custom.css b/website/src/css/custom.css
index 8df8ae0..a9ab623 100644
--- a/website/src/css/custom.css
+++ b/website/src/css/custom.css
@@ -127,3 +127,146 @@ button:focus,
   outline-offset: 2px;
   border-radius: 4px;
 }
+
+/* ==================== Additional Modern Effects ==================== */
+
+/* Smooth scroll behavior */
+html {
+  scroll-behavior: smooth;
+}
+
+/* Page transitions */
+main {
+  animation: pageEnter 0.5s ease-out;
+}
+
+@keyframes pageEnter {
+  from {
+    opacity: 0;
+    transform: translateY(20px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+/* Enhanced button styles */
+.button--primary,
+.button--secondary {
+  font-weight: 600;
+  letter-spacing: 0.3px;
+  position: relative;
+  overflow: hidden;
+}
+
+.button--primary::before,
+.button--secondary::before {
+  content: '';
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 0;
+  height: 0;
+  border-radius: 50%;
+  background: rgba(255, 255, 255, 0.2);
+  transform: translate(-50%, -50%);
+  transition: width 0.6s, height 0.6s;
+}
+
+.button--primary:hover::before,
+.button--secondary:hover::before {
+  width: 300px;
+  height: 300px;
+}
+
+/* Card hover glow effect */
+.card:hover {
+  box-shadow:
+    0 4px 20px rgba(10, 132, 255, 0.15),
+    0 0 0 1px rgba(10, 132, 255, 0.1);
+}
+
+/* Improved text selection */
+::selection {
+  background: rgba(10, 132, 255, 0.3);
+  color: inherit;
+}
+
+/* Loading shimmer effect */
+@keyframes shimmer {
+  0% {
+    background-position: -1000px 0;
+  }
+  100% {
+    background-position: 1000px 0;
+  }
+}
+
+/* Pulse animation for important elements */
+@keyframes pulse {
+  0%, 100% {
+    opacity: 1;
+  }
+  50% {
+    opacity: 0.8;
+  }
+}
+
+/* Gradient text effect */
+.gradient-text {
+  background: linear-gradient(135deg, #0A84FF, #5E5CE6, #BF5AF2);
+  -webkit-background-clip: text;
+  -webkit-text-fill-color: transparent;
+  background-clip: text;
+}
+
+/* Scrollbar styling */
+::-webkit-scrollbar {
+  width: 10px;
+  height: 10px;
+}
+
+::-webkit-scrollbar-track {
+  background: rgba(0, 0, 0, 0.05);
+}
+
+::-webkit-scrollbar-thumb {
+  background: rgba(10, 132, 255, 0.3);
+  border-radius: 5px;
+}
+
+::-webkit-scrollbar-thumb:hover {
+  background: rgba(10, 132, 255, 0.5);
+}
+
+[data-theme='dark'] ::-webkit-scrollbar-track {
+  background: rgba(255, 255, 255, 0.05);
+}
+
+[data-theme='dark'] ::-webkit-scrollbar-thumb {
+  background: rgba(10, 132, 255, 0.4);
+}
+
+[data-theme='dark'] ::-webkit-scrollbar-thumb:hover {
+  background: rgba(10, 132, 255, 0.6);
+}
+
+/* Performance optimization hints */
+.hero,
+.card,
+button,
+a {
+  will-change: transform;
+}
+
+/* Reduce motion for accessibility */
+@media (prefers-reduced-motion: reduce) {
+  *,
+  *::before,
+  *::after {
+    animation-duration: 0.01ms !important;
+    animation-iteration-count: 1 !important;
+    transition-duration: 0.01ms !important;
+  }
+}
diff --git a/website/src/pages/index.module.css b/website/src/pages/index.module.css
index 9f71a5d..95cdd6c 100644
--- a/website/src/pages/index.module.css
+++ b/website/src/pages/index.module.css
@@ -8,11 +8,51 @@
   text-align: center;
   position: relative;
   overflow: hidden;
+  background: linear-gradient(135deg, #0A84FF 0%, #5E5CE6 50%, #BF5AF2 100%);
+  background-size: 400% 400%;
+  animation: gradientShift 15s ease infinite;
+  min-height: 500px;
+  display: flex;
+  align-items: center;
+}
+
+.heroBanner::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: radial-gradient(circle at 20% 50%, rgba(255, 255, 255, 0.1) 0%, transparent 50%),
+              radial-gradient(circle at 80% 80%, rgba(255, 255, 255, 0.1) 0%, transparent 50%);
+  animation: pulse 8s ease-in-out infinite;
+}
+
+@keyframes gradientShift {
+  0% {
+    background-position: 0% 50%;
+  }
+  50% {
+    background-position: 100% 50%;
+  }
+  100% {
+    background-position: 0% 50%;
+  }
+}
+
+@keyframes pulse {
+  0%, 100% {
+    opacity: 0.5;
+  }
+  50% {
+    opacity: 1;
+  }
 }
 
 @media screen and (max-width: 996px) {
   .heroBanner {
     padding: 2rem;
+    min-height: 400px;
   }
 }
 
@@ -20,4 +60,32 @@
   display: flex;
   align-items: center;
   justify-content: center;
+  gap: 1rem;
+  margin-top: 2rem;
+  position: relative;
+  z-index: 10;
+}
+
+.buttons a {
+  animation: fadeInUp 0.8s ease-out;
+  animation-fill-mode: both;
+}
+
+.buttons a:nth-child(1) {
+  animation-delay: 0.2s;
+}
+
+.buttons a:nth-child(2) {
+  animation-delay: 0.4s;
+}
+
+@keyframes fadeInUp {
+  from {
+    opacity: 0;
+    transform: translateY(30px);
+  }
+  to {
+    opacity: 1;
+    transform: translateY(0);
+  }
 }
diff --git a/website/src/pages/index.tsx b/website/src/pages/index.tsx
index 6b7ad24..4a28ad8 100644
--- a/website/src/pages/index.tsx
+++ b/website/src/pages/index.tsx
@@ -5,6 +5,10 @@ import useDocusaurusContext from '@docusaurus/useDocusaurusContext';
 import useBaseUrl from '@docusaurus/useBaseUrl';
 import Layout from '@theme/Layout';
 import HomepageFeatures from '@site/src/components/HomepageFeatures';
+import ParticleBackground from '@site/src/components/ParticleBackground';
+import StatsSection from '@site/src/components/StatsSection';
+import ArchitectureDiagram from '@site/src/components/ArchitectureDiagram';
+import UseCases from '@site/src/components/UseCases';
 import Heading from '@theme/Heading';
 
 import styles from './index.module.css';
@@ -13,26 +17,43 @@ function HomepageHeader() {
   const {siteConfig} = useDocusaurusContext();
   return (
     <header className={clsx('hero hero--primary', styles.heroBanner)}>
-      <div className="container">
+      <ParticleBackground />
+      <div className="container" style={{position: 'relative', zIndex: 10}}>
         <img
           src={useBaseUrl('/img/logo.svg')}
           alt="Bison Logo"
-          style={{width: '120px', height: '120px', marginBottom: '1rem'}}
+          style={{
+            width: '120px',
+            height: '120px',
+            marginBottom: '1rem',
+            animation: 'fadeInUp 0.8s ease-out',
+            filter: 'drop-shadow(0 4px 12px rgba(0,0,0,0.2))',
+          }}
         />
-        <Heading as="h1" className="hero__title">
+        <Heading
+          as="h1"
+          className="hero__title"
+          style={{
+            animation: 'fadeInUp 0.8s ease-out 0.1s both',
+            textShadow: '0 2px 10px rgba(0,0,0,0.2)',
+          }}>
           {siteConfig.title}
         </Heading>
-        <p className="hero__subtitle">{siteConfig.tagline}</p>
+        <p
+          className="hero__subtitle"
+          style={{
+            animation: 'fadeInUp 0.8s ease-out 0.2s both',
+            textShadow: '0 1px 5px rgba(0,0,0,0.2)',
+          }}>
+          {siteConfig.tagline}
+        </p>
         <div className={styles.buttons}>
-          <Link
-            className="button button--secondary button--lg"
-            to="/docs">
+          <Link className="button button--secondary button--lg" to="/docs">
             Get Started 🚀
           </Link>
           <Link
             className="button button--outline button--secondary button--lg"
-            to="https://github.com/SuperMarioYL/Bison"
-            style={{marginLeft: '1rem'}}>
+            to="https://github.com/SuperMarioYL/Bison">
             GitHub ⭐
           </Link>
         </div>
@@ -49,7 +70,10 @@ export default function Home(): ReactNode {
       description="Enterprise GPU resource billing and multi-tenant management platform based on Kubernetes, Capsule, and OpenCost">
       <HomepageHeader />
       <main>
+        <StatsSection />
         <HomepageFeatures />
+        <ArchitectureDiagram />
+        <UseCases />
       </main>
     </Layout>
   );

From 094fbe43913acea824c317a152198dafaf99db2f Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 22:05:10 +0800
Subject: [PATCH 11/44] fix bug

---
 website/DOMAIN_SETUP.md                       | 119 ++++++++++++++++++
 website/docusaurus.config.ts                  |   4 +-
 website/i18n/zh-Hans/code.json                |  29 +++--
 .../current/intro.md                          |  62 +++++++++
 .../version-0.0.1.json                        |  14 +++
 .../docusaurus-theme-classic/footer.json      |   2 +-
 website/src/pages/index.tsx                   |  15 ++-
 website/static/CNAME                          |   1 +
 8 files changed, 228 insertions(+), 18 deletions(-)
 create mode 100644 website/DOMAIN_SETUP.md
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/intro.md
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/version-0.0.1.json
 create mode 100644 website/static/CNAME

diff --git a/website/DOMAIN_SETUP.md b/website/DOMAIN_SETUP.md
new file mode 100644
index 0000000..cd6fc19
--- /dev/null
+++ b/website/DOMAIN_SETUP.md
@@ -0,0 +1,119 @@
+# 自定义域名配置指南
+
+本文档说明如何为 Bison 文档站点配置自定义域名 `bison.lei6393.com`。
+
+## 1. DNS 配置
+
+在你的 DNS 服务商（lei6393.com 的域名注册商）添加以下 DNS 记录:
+
+### 方式一：使用 CNAME（推荐）
+
+```
+类型: CNAME
+主机记录: bison
+记录值: supermarioyl.github.io
+TTL: 600 (或默认值)
+```
+
+### 方式二：使用 A 记录
+
+如果 DNS 服务商不支持 CNAME，可以使用 A 记录指向 GitHub Pages 的 IP:
+
+```
+类型: A
+主机记录: bison
+记录值: 185.199.108.153
+TTL: 600
+
+重复添加以下 IP:
+185.199.109.153
+185.199.110.153
+185.199.111.153
+```
+
+## 2. GitHub 仓库设置
+
+1. 进入 GitHub 仓库: https://github.com/SuperMarioYL/Bison
+2. 点击 **Settings** > **Pages**
+3. 在 **Custom domain** 输入框中填写: `bison.lei6393.com`
+4. 勾选 **Enforce HTTPS** (DNS 生效后)
+5. 点击 **Save**
+
+## 3. 验证配置
+
+### 检查 DNS 解析
+
+```bash
+# 检查 CNAME 记录
+dig bison.lei6393.com CNAME +short
+# 应该返回: supermarioyl.github.io
+
+# 检查 A 记录
+dig bison.lei6393.com A +short
+# 应该返回 GitHub Pages 的 IP 地址
+```
+
+### 测试网站访问
+
+DNS 生效后（通常 5-30 分钟），访问:
+
+- 主域名: https://bison.lei6393.com
+- 中文版: https://bison.lei6393.com/zh-Hans/
+- 文档: https://bison.lei6393.com/docs/
+
+### 旧 GitHub Pages URL 重定向
+
+GitHub 会自动将以下 URL 重定向到新域名:
+- https://supermarioyl.github.io/Bison/ → https://bison.lei6393.com/
+
+## 4. 本地开发
+
+本地开发时仍然使用 `npm start`，会在 `http://localhost:3001/` 运行（注意不再有 `/Bison/` 路径）。
+
+## 5. 部署
+
+自定义域名配置已包含在代码中:
+
+- ✅ `website/static/CNAME` - 包含域名配置
+- ✅ `website/docusaurus.config.ts` - URL 和 baseUrl 已更新
+
+每次 `npm run build` 构建时，CNAME 文件会自动复制到 `build/` 目录。
+
+部署到 GitHub Pages:
+
+```bash
+cd website
+npm run deploy
+```
+
+## 常见问题
+
+### Q: DNS 配置后多久生效?
+A: 通常 5-30 分钟，最长可能需要 48 小时。
+
+### Q: HTTPS 证书如何配置?
+A: GitHub Pages 会在 DNS 生效后自动生成和配置 Let's Encrypt 证书，无需手动操作。
+
+### Q: 为什么选择 bison.lei6393.com 而不是 www.lei6393.com?
+A:
+- 语义清晰，专门用于 Bison 项目
+- 便于未来扩展其他子域名项目
+- 符合企业级开源项目的最佳实践
+
+### Q: 旧的 GitHub Pages 链接还能用吗?
+A: 可以，GitHub 会自动重定向到新域名。
+
+## 技术细节
+
+当前配置:
+
+```typescript
+// docusaurus.config.ts
+url: "https://bison.lei6393.com",
+baseUrl: "/",
+```
+
+这意味着:
+- 所有链接使用根路径 `/` 而不是 `/Bison/`
+- 中文版访问路径: `/zh-Hans/` (不再是 `/Bison/zh-Hans/`)
+- 文档路径: `/docs/` (不再是 `/Bison/docs/`)
diff --git a/website/docusaurus.config.ts b/website/docusaurus.config.ts
index 4b6b1d6..37ca0de 100644
--- a/website/docusaurus.config.ts
+++ b/website/docusaurus.config.ts
@@ -15,10 +15,10 @@ const config: Config = {
   },
 
   // Set the production url of your site here
-  url: "https://supermarioyl.github.io",
+  url: "https://bison.lei6393.com",
   // Set the /<baseUrl>/ pathname under which your site is served
   // For GitHub pages deployment, it is often '/<projectName>/'
-  baseUrl: "/Bison/",
+  baseUrl: "/",
 
   // GitHub pages deployment config.
   // If you aren't using GitHub pages, you don't need these.
diff --git a/website/i18n/zh-Hans/code.json b/website/i18n/zh-Hans/code.json
index e49f43e..027b01f 100644
--- a/website/i18n/zh-Hans/code.json
+++ b/website/i18n/zh-Hans/code.json
@@ -343,12 +343,10 @@
     "description": "Label for cost savings statistic"
   },
   "component.architectureDiagram.title": {
-    "message": "架构概览",
-    "description": "Architecture diagram section title"
+    "message": "架构概览"
   },
   "component.architectureDiagram.subtitle": {
-    "message": "基于云原生技术构建，具备可扩展性和可靠性",
-    "description": "Architecture diagram section subtitle"
+    "message": "基于云原生技术构建，具备可扩展性和可靠性"
   },
   "component.architectureDiagram.node.bison": {
     "message": "GPU 计费与调度平台",
@@ -371,20 +369,16 @@
     "description": "Description for Prometheus node"
   },
   "component.useCases.title": {
-    "message": "真实应用场景",
-    "description": "Use cases section title"
+    "message": "真实应用场景"
   },
   "component.useCases.subtitle": {
-    "message": "了解 Bison 如何在不同场景下转变 GPU 资源管理",
-    "description": "Use cases section subtitle"
+    "message": "了解 Bison 如何在不同场景下转变 GPU 资源管理"
   },
   "component.useCases.beforeBison": {
-    "message": "使用前",
-    "description": "Before Bison comparison header"
+    "message": "使用前"
   },
   "component.useCases.withBison": {
-    "message": "使用后",
-    "description": "With Bison comparison header"
+    "message": "使用后"
   },
   "component.useCases.aiTraining.title": {
     "message": "AI 训练平台",
@@ -481,5 +475,16 @@
   "component.useCases.billing.after.automated": {
     "message": "自动开票",
     "description": "Billing after: automated invoicing"
+  },
+  "homepage.getStarted": {
+    "message": "快速开始"
+  },
+  "homepage.title": {
+    "message": "Bison - Kubernetes GPU 资源计费与多租户管理",
+    "description": "Homepage title"
+  },
+  "homepage.description": {
+    "message": "基于 Kubernetes、Capsule 和 OpenCost 的企业级 GPU 资源计费和多租户管理平台",
+    "description": "Homepage meta description"
   }
 }
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/intro.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/intro.md
new file mode 100644
index 0000000..1a9216b
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/intro.md
@@ -0,0 +1,62 @@
+---
+sidebar_position: 1
+---
+
+# 简介
+
+让我们**在不到 5 分钟内**了解 **Bison**。
+
+## 开始使用
+
+通过**创建新集群**或**添加 Bison 到现有 Kubernetes 集群**开始使用。
+
+### 您需要什么
+
+- [Kubernetes](https://kubernetes.io/) 版本 1.22 或更高:
+  - 运行中的 Kubernetes 集群
+  - 已配置 kubectl 访问
+- [Helm](https://helm.sh/) 版本 3.x 或更高
+- [Capsule](https://capsule.clastix.io/) 用于多租户管理
+- [OpenCost](https://www.opencost.io/) 用于成本追踪
+- [Prometheus](https://prometheus.io/) 用于指标收集
+
+## 安装 Bison
+
+使用 Helm 在您的 Kubernetes 集群中安装 Bison:
+
+```bash
+# 添加 Bison Helm 仓库
+helm repo add bison https://supermarioyl.github.io/Bison/
+helm repo update
+
+# 安装 Bison
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system:9003
+```
+
+## 配置您的第一个租户
+
+安装完成后,创建您的第一个租户(团队):
+
+```bash
+kubectl apply -f - <<EOF
+apiVersion: capsule.clastix.io/v1beta2
+kind: Tenant
+metadata:
+  name: team-ai
+spec:
+  owners:
+  - name: admin@team-ai.com
+    kind: User
+EOF
+```
+
+恭喜!您已经在 Kubernetes 集群上成功安装并配置了 **Bison**!🎉
+
+## 下一步
+
+- 了解 Bison 的[核心功能](./features.md)
+- 探索[架构设计](./architecture.md)
+- 查看[用户指南](./category/user-guides)了解不同角色的使用方法
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/version-0.0.1.json b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/version-0.0.1.json
new file mode 100644
index 0000000..7b17ccb
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/version-0.0.1.json
@@ -0,0 +1,14 @@
+{
+  "version.label": {
+    "message": "0.0.1",
+    "description": "The label for version 0.0.1"
+  },
+  "sidebar.tutorialSidebar.category.User Guides": {
+    "message": "User Guides",
+    "description": "The label for category 'User Guides' in sidebar 'tutorialSidebar'"
+  },
+  "sidebar.tutorialSidebar.category.User Guides.link.generated-index.description": {
+    "message": "Role-based guides for using Bison effectively.",
+    "description": "The generated-index page description for category 'User Guides' in sidebar 'tutorialSidebar'"
+  }
+}
diff --git a/website/i18n/zh-Hans/docusaurus-theme-classic/footer.json b/website/i18n/zh-Hans/docusaurus-theme-classic/footer.json
index da63b28..0d82087 100644
--- a/website/i18n/zh-Hans/docusaurus-theme-classic/footer.json
+++ b/website/i18n/zh-Hans/docusaurus-theme-classic/footer.json
@@ -13,7 +13,7 @@
   },
   "link.item.label.Getting Started": {
     "message": "Getting Started",
-    "description": "The label of footer link with label=Getting Started linking to /docs/intro"
+    "description": "The label of footer link with label=Getting Started linking to /docs"
   },
   "link.item.label.Architecture": {
     "message": "Architecture",
diff --git a/website/src/pages/index.tsx b/website/src/pages/index.tsx
index 4a28ad8..9b6fb26 100644
--- a/website/src/pages/index.tsx
+++ b/website/src/pages/index.tsx
@@ -10,6 +10,7 @@ import StatsSection from '@site/src/components/StatsSection';
 import ArchitectureDiagram from '@site/src/components/ArchitectureDiagram';
 import UseCases from '@site/src/components/UseCases';
 import Heading from '@theme/Heading';
+import Translate, {translate} from '@docusaurus/Translate';
 
 import styles from './index.module.css';
 
@@ -49,7 +50,7 @@ function HomepageHeader() {
         </p>
         <div className={styles.buttons}>
           <Link className="button button--secondary button--lg" to="/docs">
-            Get Started 🚀
+            <Translate id="homepage.getStarted">Get Started</Translate> 🚀
           </Link>
           <Link
             className="button button--outline button--secondary button--lg"
@@ -66,8 +67,16 @@ export default function Home(): ReactNode {
   const {siteConfig} = useDocusaurusContext();
   return (
     <Layout
-      title={`${siteConfig.title} - Kubernetes GPU Resource Billing & Multi-Tenant Management`}
-      description="Enterprise GPU resource billing and multi-tenant management platform based on Kubernetes, Capsule, and OpenCost">
+      title={translate({
+        id: 'homepage.title',
+        message: 'Bison - Kubernetes GPU Resource Billing & Multi-Tenant Management',
+        description: 'Homepage title',
+      })}
+      description={translate({
+        id: 'homepage.description',
+        message: 'Enterprise GPU resource billing and multi-tenant management platform based on Kubernetes, Capsule, and OpenCost',
+        description: 'Homepage meta description',
+      })}>
       <HomepageHeader />
       <main>
         <StatsSection />
diff --git a/website/static/CNAME b/website/static/CNAME
new file mode 100644
index 0000000..ba638fd
--- /dev/null
+++ b/website/static/CNAME
@@ -0,0 +1 @@
+bison.lei6393.com

From 5b382c20055ed546a1a623245e70c70091bbbe9c Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 22:10:55 +0800
Subject: [PATCH 12/44] fix bug

---
 .github/workflows/cleanup-docs-version.yml | 3 ++-
 .github/workflows/version-docs.yml         | 7 ++++---
 2 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/cleanup-docs-version.yml b/.github/workflows/cleanup-docs-version.yml
index 6161df5..6c5473e 100644
--- a/.github/workflows/cleanup-docs-version.yml
+++ b/.github/workflows/cleanup-docs-version.yml
@@ -21,6 +21,7 @@ jobs:
         uses: actions/checkout@v4
         with:
           fetch-depth: 0
+          ref: main
 
       - name: Extract version from tag
         id: version
@@ -108,7 +109,7 @@ jobs:
           - Deleted versioned_docs/version-${VERSION}/
           - Deleted versioned_sidebars/version-${VERSION}-sidebars.json"
 
-          git push origin main
+          git push origin HEAD:main
 
           echo "✅ Changes pushed to main branch"
           echo "📚 Documentation version ${VERSION} has been removed"
diff --git a/.github/workflows/version-docs.yml b/.github/workflows/version-docs.yml
index b135c2a..1314da3 100644
--- a/.github/workflows/version-docs.yml
+++ b/.github/workflows/version-docs.yml
@@ -21,6 +21,7 @@ jobs:
         uses: actions/checkout@v4
         with:
           fetch-depth: 0
+          ref: main
 
       - name: Extract version from tag
         id: version
@@ -93,10 +94,10 @@ jobs:
           - Created versioned_docs/version-${VERSION}/
           - Created versioned_sidebars/version-${VERSION}-sidebars.json"
 
-          git push origin main
+          git push origin HEAD:main
 
           echo "✅ Changes pushed to main branch"
-          echo "📚 Documentation will be available at: https://supermarioyl.github.io/Bison/docs/${VERSION}/"
+          echo "📚 Documentation will be available at: https://bison.lei6393.com/docs/${VERSION}/"
 
       - name: Summary
         run: |
@@ -114,5 +115,5 @@ jobs:
           else
             echo "✅ **Status**: Documentation version created successfully" >> $GITHUB_STEP_SUMMARY
             echo "" >> $GITHUB_STEP_SUMMARY
-            echo "📚 **View Documentation**: [https://supermarioyl.github.io/Bison/docs/${VERSION}/](https://supermarioyl.github.io/Bison/docs/${VERSION}/)" >> $GITHUB_STEP_SUMMARY
+            echo "📚 **View Documentation**: [https://bison.lei6393.com/docs/${VERSION}/](https://bison.lei6393.com/docs/${VERSION}/)" >> $GITHUB_STEP_SUMMARY
           fi

From 61ba8127e14acd7caa3c9ab2293335c3527a0f64 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Sun, 28 Dec 2025 14:11:59 +0000
Subject: [PATCH 13/44] docs: add version 0.0.6 [skip ci]

Auto-generated documentation version from release refs/tags/v0.0.6

- Added version 0.0.6 to versions.json
- Created versioned_docs/version-0.0.6/
- Created versioned_sidebars/version-0.0.6-sidebars.json
---
 .../version-0.0.6/architecture.md             | 418 ++++++++++++++++++
 .../version-0.0.6/configuration.md            | 361 +++++++++++++++
 .../versioned_docs/version-0.0.6/features.md  | 195 ++++++++
 .../version-0.0.6/installation.md             | 316 +++++++++++++
 website/versioned_docs/version-0.0.6/intro.md | 167 +++++++
 .../version-0.0.6/user-guides/_category_.json |   8 +
 .../version-0.0.6/user-guides/admin.md        | 176 ++++++++
 .../version-0.0.6/user-guides/developer.md    | 187 ++++++++
 .../version-0.0.6/user-guides/team-leader.md  | 126 ++++++
 .../version-0.0.6-sidebars.json               |   8 +
 website/versions.json                         |   1 +
 11 files changed, 1963 insertions(+)
 create mode 100644 website/versioned_docs/version-0.0.6/architecture.md
 create mode 100644 website/versioned_docs/version-0.0.6/configuration.md
 create mode 100644 website/versioned_docs/version-0.0.6/features.md
 create mode 100644 website/versioned_docs/version-0.0.6/installation.md
 create mode 100644 website/versioned_docs/version-0.0.6/intro.md
 create mode 100644 website/versioned_docs/version-0.0.6/user-guides/_category_.json
 create mode 100644 website/versioned_docs/version-0.0.6/user-guides/admin.md
 create mode 100644 website/versioned_docs/version-0.0.6/user-guides/developer.md
 create mode 100644 website/versioned_docs/version-0.0.6/user-guides/team-leader.md
 create mode 100644 website/versioned_sidebars/version-0.0.6-sidebars.json

diff --git a/website/versioned_docs/version-0.0.6/architecture.md b/website/versioned_docs/version-0.0.6/architecture.md
new file mode 100644
index 0000000..dbbe50d
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/architecture.md
@@ -0,0 +1,418 @@
+---
+sidebar_position: 5
+---
+
+# Architecture
+
+This document provides a technical overview of Bison's architecture, designed with high cohesion and low coupling principles for maintainability and scalability.
+
+## System Overview
+
+### High-Level Architecture
+
+```mermaid
+graph TB
+    subgraph PRESENT[Presentation Layer]
+        WEB[Web UI<br/>React 18 + Ant Design 5]
+        CLI[kubectl / API Client]
+    end
+
+    subgraph GATEWAY[API Gateway Layer]
+        GW[API Server<br/>Go + Gin Framework]
+        AUTH[Auth Middleware<br/>JWT + OIDC]
+    end
+
+    subgraph BUSINESS[Business Logic Layer]
+        TS[Tenant Service<br/>Team & Project CRUD]
+        BS[Billing Service<br/>Cost Calculation]
+        BLS[Balance Service<br/>Wallet Management]
+        QS[Quota Service<br/>Resource Limits]
+        AS[Alert Service<br/>Notifications]
+        RS[Report Service<br/>Analytics]
+    end
+
+    subgraph INTEGRATION[Integration Layer]
+        K8S[Kubernetes Client<br/>client-go]
+        OCC[OpenCost Client<br/>REST API]
+        PC[Prometheus Client<br/>PromQL]
+    end
+
+    subgraph EXTERNAL[External Systems]
+        KAPI[Kubernetes API]
+        CAP[Capsule Controller]
+        OC[OpenCost]
+        PROM[Prometheus]
+    end
+
+    subgraph DATA[Data Layer]
+        CM[ConfigMaps<br/>Persistent Storage]
+    end
+
+    WEB --> GW
+    CLI --> GW
+    GW --> AUTH
+    AUTH --> TS & BS & BLS & QS & AS & RS
+
+    TS --> K8S
+    BS --> OCC
+    BLS --> K8S
+    QS --> K8S
+    RS --> OCC & PC
+
+    K8S --> KAPI
+    K8S --> CAP
+    OCC --> OC
+    PC --> PROM
+
+    TS & BLS --> CM
+    KAPI --> CM
+```
+
+### Design Principles
+
+| Principle | Implementation |
+|-----------|----------------|
+| **High Cohesion** | Each service handles a single domain (billing, quota, alerts) |
+| **Low Coupling** | Services communicate via well-defined interfaces |
+| **Stateless API** | All state persisted in Kubernetes ConfigMaps |
+| **Cloud Native** | Leverages Kubernetes primitives for HA and scaling |
+| **Zero Database** | ConfigMaps eliminate external database dependencies |
+
+## Architecture Layers
+
+Bison follows a layered architecture pattern:
+
+### 1. Presentation Layer
+- **Web UI**: React 18 + TypeScript + Ant Design 5
+- **API Client**: REST API for external integrations
+
+### 2. API Gateway Layer
+- **API Server**: Go + Gin framework
+- **Authentication**: JWT and OIDC support
+- **Middleware**: Logging, recovery, CORS handling
+
+### 3. Business Logic Layer
+- **Tenant Service**: Team and project management
+- **Billing Service**: Cost calculation and aggregation
+- **Balance Service**: Wallet management and auto-deduction
+- **Quota Service**: Resource limit enforcement
+- **Alert Service**: Multi-channel notifications
+- **Report Service**: Analytics and export
+
+### 4. Integration Layer
+- **Kubernetes Client**: client-go for K8s API interaction
+- **OpenCost Client**: REST API for cost data
+- **Prometheus Client**: PromQL queries for metrics
+
+### 5. Data Layer
+- **ConfigMaps**: Persistent storage for balances, billing config, and metadata
+- **etcd**: Backing store via Kubernetes ConfigMaps
+
+## Core Components
+
+### API Server
+
+The API server is the central component that handles all HTTP requests:
+
+**Technology Stack:**
+- Go 1.24+
+- Gin web framework
+- client-go for Kubernetes API
+
+**Key Responsibilities:**
+- Serve REST API endpoints
+- Authentication and authorization
+- Request routing and middleware
+- Background task scheduling
+
+**Endpoints:**
+```
+/api/v1/teams          - Team management
+/api/v1/projects       - Project management
+/api/v1/billing        - Billing configuration
+/api/v1/balance        - Balance operations
+/api/v1/stats          - Statistics and reports
+```
+
+### Web UI
+
+React-based single-page application:
+
+**Technology Stack:**
+- React 18
+- TypeScript
+- Vite (build tool)
+- Ant Design 5
+- ECharts (visualization)
+- React Query (state management)
+
+**Features:**
+- Dashboard with real-time metrics
+- Team and project management
+- Billing configuration
+- Balance monitoring
+- Usage reports and export
+
+### Billing Service
+
+Calculates costs based on resource usage:
+
+**Data Flow:**
+```mermaid
+sequenceDiagram
+    participant S as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant K8S as Kubernetes
+
+    S->>BS: Trigger billing (every 10min)
+    BS->>OC: Query team costs
+    OC-->>BS: Return usage data
+    BS->>BS: Calculate cost
+    BS->>BLS: Deduct from balance
+    BLS->>K8S: Update ConfigMap
+    BLS-->>BS: Confirm
+    BS->>AS: Check threshold
+    alt Balance low
+        AS->>Webhook: Send alert
+    end
+```
+
+**Billing Formula:**
+```
+Total Cost = (CPU_cores × CPU_price × hours) +
+             (Memory_GB × Memory_price × hours) +
+             (GPU_count × GPU_price × hours)
+```
+
+### Balance Service
+
+Manages team wallets and auto-deduction:
+
+**Features:**
+- Real-time balance tracking
+- Auto-deduction based on usage
+- Recharge operations
+- Transaction history
+- Auto-suspension when balance depleted
+
+**Storage:**
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: bison-team-balances
+  namespace: bison-system
+data:
+  ml-team: "1523.45"
+  data-team: "890.12"
+  dev-team: "2100.00"
+```
+
+### Tenant Service
+
+Manages teams (Capsule Tenants) and projects (Namespaces):
+
+**Features:**
+- Create/delete teams
+- Assign resource quotas
+- Configure node pools (shared/exclusive)
+- Manage team metadata
+
+**Capsule Integration:**
+```yaml
+apiVersion: capsule.clastix.io/v1beta1
+kind: Tenant
+metadata:
+  name: ml-team
+spec:
+  owners:
+  - name: team-leader
+    kind: User
+  resourceQuota:
+    items:
+    - hard:
+        cpu: "20"
+        memory: 64Gi
+        nvidia.com/gpu: "4"
+```
+
+## Data Flow
+
+### Team Creation Flow
+
+```mermaid
+sequenceDiagram
+    participant U as Admin
+    participant API as API Server
+    participant TS as Tenant Service
+    participant K8S as Kubernetes
+    participant CAP as Capsule
+
+    U->>API: POST /api/v1/teams
+    API->>TS: CreateTeam(name, quota, balance)
+    TS->>CAP: Create Tenant
+    CAP-->>TS: Tenant created
+    TS->>K8S: Create ConfigMap (balance)
+    K8S-->>TS: ConfigMap created
+    TS-->>API: Success
+    API-->>U: 201 Created
+```
+
+### Billing Cycle Flow
+
+```mermaid
+sequenceDiagram
+    participant SCH as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant AS as Alert Service
+
+    loop Every 10 minutes
+        SCH->>BS: Trigger billing calculation
+        BS->>OC: Query costs (last 10min)
+        OC-->>BS: Return usage metrics
+        BS->>BS: Calculate total cost
+        BS->>BLS: Deduct cost from balance
+        BLS->>BLS: Update balance
+        BLS-->>BS: Balance updated
+        BS->>AS: Check balance threshold
+        alt Balance < 20%
+            AS->>AS: Send low balance alert
+        end
+        alt Balance <= 0
+            AS->>BS: Suspend team workloads
+        end
+    end
+```
+
+## Integration Points
+
+### Kubernetes Integration
+
+Bison integrates deeply with Kubernetes:
+
+- **Capsule Tenants** for multi-tenancy
+- **ResourceQuotas** for limit enforcement
+- **Namespaces** for project isolation
+- **ConfigMaps** for data persistence
+- **RBAC** for access control
+
+### OpenCost Integration
+
+Real-time cost tracking via OpenCost API:
+
+```bash
+# Query team costs
+GET /allocation/compute?window=10m&aggregate=namespace&filter=namespace:ml-team
+
+# Response
+{
+  "ml-team": {
+    "cpuCost": 0.25,
+    "memCost": 0.10,
+    "gpuCost": 4.17,
+    "totalCost": 4.52
+  }
+}
+```
+
+### Prometheus Integration
+
+Metrics collection for monitoring:
+
+- Resource utilization metrics
+- Cost metrics
+- Balance metrics
+- Alert metrics
+
+## Deployment Architecture
+
+### High Availability Setup
+
+```mermaid
+graph TB
+    subgraph K8S[Kubernetes Cluster]
+        subgraph NS1[bison-system namespace]
+            API1[API Server Pod 1]
+            API2[API Server Pod 2]
+            WEB1[Web UI Pod 1]
+            WEB2[Web UI Pod 2]
+        end
+
+        subgraph NS2[opencost-system namespace]
+            OC[OpenCost]
+        end
+
+        subgraph NS3[prometheus-system namespace]
+            PROM[Prometheus]
+        end
+
+        LB[LoadBalancer]
+    end
+
+    LB --> API1 & API2
+    LB --> WEB1 & WEB2
+    API1 & API2 --> OC
+    OC --> PROM
+```
+
+### Resource Requirements
+
+**Minimum:**
+- API Server: 200m CPU, 256Mi Memory
+- Web UI: 100m CPU, 128Mi Memory
+
+**Recommended (Production):**
+- API Server: 1000m CPU, 512Mi Memory (2 replicas)
+- Web UI: 500m CPU, 256Mi Memory (2 replicas)
+
+## Security Model
+
+### Authentication
+- JWT token-based authentication
+- OIDC/SSO integration
+- Admin user management
+
+### Authorization
+- Kubernetes RBAC integration
+- Role-based access control
+- Team-scoped permissions
+
+### Data Security
+- All data encrypted at rest (etcd encryption)
+- TLS for API communication
+- Secret management via Kubernetes Secrets
+
+## Technology Stack
+
+### Backend
+- **Language**: Go 1.24+
+- **Framework**: Gin
+- **Kubernetes Client**: client-go
+- **Configuration**: Viper
+- **Logging**: Logrus
+
+### Frontend
+- **Framework**: React 18
+- **Language**: TypeScript
+- **UI Library**: Ant Design 5
+- **Build Tool**: Vite
+- **State Management**: React Query
+- **Charts**: ECharts
+
+### Infrastructure
+- **Platform**: Kubernetes 1.22+
+- **Multi-Tenancy**: Capsule
+- **Cost Tracking**: OpenCost
+- **Metrics**: Prometheus
+- **Storage**: ConfigMaps (etcd)
+
+## Next Steps
+
+- [Installation Guide](installation.md) - Deploy Bison
+- [Configuration](configuration.md) - Configure billing
+- [User Guides](user-guides/admin.md) - Learn to use Bison
+- [Features](features.md) - Explore capabilities
diff --git a/website/versioned_docs/version-0.0.6/configuration.md b/website/versioned_docs/version-0.0.6/configuration.md
new file mode 100644
index 0000000..539aaa3
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/configuration.md
@@ -0,0 +1,361 @@
+---
+sidebar_position: 6
+---
+
+# Configuration
+
+This guide covers how to configure Bison for your specific environment and requirements.
+
+## Helm Chart Configuration
+
+Bison is configured primarily through Helm values. You can customize the installation by providing a `values.yaml` file or using `--set` flags.
+
+### Key Configuration Parameters
+
+| Parameter | Description | Default | Example |
+|-----------|-------------|---------|---------|
+| `auth.enabled` | Enable authentication | `false` | `true` |
+| `auth.admin.username` | Admin username | `admin` | `admin` |
+| `auth.admin.password` | Admin password | `admin` | `changeme` |
+| `apiServer.replicaCount` | API server replicas | `2` | `3` |
+| `apiServer.image.repository` | API server image | `ghcr.io/supermarioyl/bison/api-server` | - |
+| `apiServer.image.tag` | API server image tag | `0.0.1` | `latest` |
+| `webUI.replicaCount` | Web UI replicas | `2` | `3` |
+| `webUI.image.repository` | Web UI image | `ghcr.io/supermarioyl/bison/web-ui` | - |
+| `webUI.image.tag` | Web UI image tag | `0.0.1` | `latest` |
+| `opencost.url` | OpenCost API endpoint | `http://opencost.opencost-system.svc:9003` | Custom URL |
+
+### Example Custom Values
+
+Create a `custom-values.yaml` file:
+
+```yaml
+# Authentication
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: MySecurePassword123
+
+# API Server
+apiServer:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 200m
+      memory: 256Mi
+    limits:
+      cpu: 1000m
+      memory: 512Mi
+
+# Web UI
+webUI:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 100m
+      memory: 128Mi
+    limits:
+      cpu: 500m
+      memory: 256Mi
+
+# OpenCost Integration
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# Node Selection (optional)
+nodeSelector:
+  node-role.kubernetes.io/control-plane: ""
+
+# Tolerations (optional)
+tolerations:
+  - key: node-role.kubernetes.io/control-plane
+    operator: Exists
+    effect: NoSchedule
+```
+
+Install with custom values:
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --values custom-values.yaml
+```
+
+## Billing Configuration
+
+Billing settings are configured through the Web UI or API after installation.
+
+### Access Billing Configuration
+
+1. **Via Web UI:**
+   - Navigate to **Settings** > **Billing Configuration**
+   - Set pricing for CPU, Memory, GPU, and other resources
+   - Configure currency and billing intervals
+
+2. **Via API:**
+   ```bash
+   curl -X POST http://localhost:8080/api/v1/billing/config \
+     -H "Content-Type: application/json" \
+     -d '{
+       "enabled": true,
+       "currency": "USD",
+       "pricing": {
+         "cpu": 0.05,
+         "memory": 0.01,
+         "nvidia.com/gpu": 2.50
+       },
+       "billingInterval": "hourly"
+     }'
+   ```
+
+### Billing Parameters
+
+| Parameter | Description | Example |
+|-----------|-------------|---------|
+| `enabled` | Enable/disable billing | `true` |
+| `currency` | Currency for billing | `USD`, `CNY`, `EUR` |
+| `pricing.cpu` | CPU price per core-hour | `0.05` |
+| `pricing.memory` | Memory price per GB-hour | `0.01` |
+| `pricing["nvidia.com/gpu"]` | GPU price per GPU-hour | `2.50` |
+| `billingInterval` | Billing aggregation period | `hourly`, `daily` |
+| `lowBalanceThreshold` | Warning threshold (%) | `20` |
+| `suspendThreshold` | Auto-suspend threshold (%) | `5` |
+
+### Example Billing Configuration
+
+```json
+{
+  "enabled": true,
+  "currency": "USD",
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "nvidia.com/mig-1g.5gb": 0.50,
+    "nvidia.com/mig-2g.10gb": 1.00
+  },
+  "billingInterval": "hourly",
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## Team Configuration
+
+### Creating Teams
+
+Teams can be created through the Web UI or API:
+
+**Via Web UI:**
+1. Navigate to **Teams** page
+2. Click **Create Team**
+3. Set team name, quota, and initial balance
+
+**Via API:**
+```bash
+curl -X POST http://localhost:8080/api/v1/teams \
+  -H "Content-Type: application/json" \
+  -d '{
+    "name": "ml-team",
+    "description": "Machine Learning Team",
+    "quota": {
+      "cpu": "20",
+      "memory": "64Gi",
+      "nvidia.com/gpu": "4"
+    },
+    "balance": 1000.00
+  }'
+```
+
+### Team Quotas
+
+Team quotas define resource limits:
+
+```yaml
+quota:
+  cpu: "20"              # 20 CPU cores
+  memory: "64Gi"         # 64 GB RAM
+  nvidia.com/gpu: "4"    # 4 GPUs
+  storage: "500Gi"       # 500 GB storage
+```
+
+### Team Balance Management
+
+Set initial balance and configure auto-recharge:
+
+```json
+{
+  "balance": 1000.00,
+  "autoRecharge": {
+    "enabled": true,
+    "amount": 500.00,
+    "schedule": "monthly",
+    "threshold": 100.00
+  }
+}
+```
+
+## Alert Configuration
+
+Configure multi-channel alerts for low balance and quota warnings.
+
+### Webhook Alerts
+
+```json
+{
+  "type": "webhook",
+  "enabled": true,
+  "url": "https://your-webhook-endpoint.com/alerts",
+  "headers": {
+    "Authorization": "Bearer YOUR_TOKEN"
+  },
+  "template": {
+    "title": "Bison Alert",
+    "message": "Team {{.TeamName}} balance is {{.Balance}}"
+  }
+}
+```
+
+### DingTalk Alerts
+
+```json
+{
+  "type": "dingtalk",
+  "enabled": true,
+  "webhook": "https://oapi.dingtalk.com/robot/send?access_token=YOUR_TOKEN",
+  "secret": "YOUR_SECRET"
+}
+```
+
+### WeChat Work Alerts
+
+```json
+{
+  "type": "wechat",
+  "enabled": true,
+  "corpid": "YOUR_CORP_ID",
+  "corpsecret": "YOUR_CORP_SECRET",
+  "agentid": 1000001
+}
+```
+
+## OpenCost Integration
+
+Configure OpenCost connection:
+
+### Check OpenCost Connectivity
+
+```bash
+# Test OpenCost API
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+
+# Test allocation API
+curl http://localhost:9003/allocation/compute?window=1d
+```
+
+### Update OpenCost URL
+
+If OpenCost is deployed in a different namespace or with a different service name:
+
+```bash
+helm upgrade bison bison/bison \
+  --set opencost.url=http://my-opencost.custom-namespace.svc:9003 \
+  --namespace bison-system
+```
+
+## Authentication & OIDC
+
+Enable authentication and integrate with your SSO provider:
+
+### Basic Authentication
+
+```yaml
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: SecurePassword123
+```
+
+### OIDC Integration
+
+```yaml
+auth:
+  enabled: true
+  oidc:
+    enabled: true
+    issuerURL: https://your-oidc-provider.com
+    clientID: bison-client-id
+    clientSecret: your-client-secret
+    redirectURL: https://bison.example.com/callback
+```
+
+## Environment Variables
+
+Additional configuration can be provided via environment variables:
+
+| Variable | Description | Default |
+|----------|-------------|---------|
+| `KUBECONFIG` | Path to kubeconfig file | In-cluster config |
+| `OPENCOST_URL` | OpenCost API URL | `http://opencost.opencost-system.svc:9003` |
+| `AUTH_ENABLED` | Enable authentication | `false` |
+| `LOG_LEVEL` | Logging level | `info` |
+| `BILLING_INTERVAL` | Billing calculation interval | `10m` |
+
+Set environment variables in Helm values:
+
+```yaml
+apiServer:
+  env:
+    - name: LOG_LEVEL
+      value: debug
+    - name: BILLING_INTERVAL
+      value: 5m
+```
+
+## Advanced Configuration
+
+### Custom Resource Pricing
+
+Price any Kubernetes resource:
+
+```json
+{
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "amd.com/gpu": 2.00,
+    "ephemeral-storage": 0.001,
+    "custom.io/fpga": 5.00
+  }
+}
+```
+
+### Multi-Cluster Support
+
+Deploy Bison in each cluster with shared billing:
+
+```yaml
+# Cluster A
+apiServer:
+  clusterName: prod-us-west
+
+# Cluster B
+apiServer:
+  clusterName: prod-us-east
+```
+
+## Next Steps
+
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Understand the system design
+- [Features](features.md) - Explore all capabilities
diff --git a/website/versioned_docs/version-0.0.6/features.md b/website/versioned_docs/version-0.0.6/features.md
new file mode 100644
index 0000000..8d0c438
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/features.md
@@ -0,0 +1,195 @@
+---
+sidebar_position: 2
+---
+
+# Features
+
+Bison provides a comprehensive suite of features for GPU resource management, billing, and multi-tenant isolation in Kubernetes environments.
+
+## See Bison in Action
+
+### 🎯 Real-Time Resource Dashboard
+
+![Bison Dashboard](/img/ui-dashboard.png)
+
+**What you see:**
+- **Cluster Overview** - Total teams, projects, resource pools, and quotas at a glance
+- **Resource Utilization** - Visual breakdown showing which teams are consuming resources
+- **7-Day Cost Trends** - Historical cost data to identify spending patterns
+- **Top 5 Cost Rankings** - Quickly identify heavy GPU consumers
+- **Team Budget Status** - Real-time balance monitoring with color-coded alerts
+
+**Who benefits:**
+- **Platform Administrators** get instant visibility into cluster health and usage patterns
+- **Finance Teams** can track costs in real-time without waiting for monthly reports
+- **Team Leaders** can compare their usage against other teams
+
+---
+
+### 💼 Team Management & Budget Monitoring
+
+![Team Management](/img/ui-team.png)
+
+**What you see:**
+- **Team List** with real-time status indicators:
+  - 🟢 Green balance = Healthy budget
+  - 🟡 Yellow balance = Approaching threshold
+  - 🔴 Red balance = Low balance or suspended
+- **Resource Allocation** - CPU/Memory/GPU quotas per team (e.g., "cpu 0/10" means 0 used out of 10 allocated)
+- **Project Count** - Number of namespaces/projects under each team
+- **Quick Actions** - Edit quotas, recharge balance, or delete team with one click
+
+**Who benefits:**
+- **Team Leaders** monitor their budget status and resource usage at a glance
+- **Administrators** manage multiple teams from a single unified view
+- **Finance Teams** see which teams need recharging
+
+---
+
+### 💰 Flexible Billing Configuration
+
+![Billing Configuration](/img/ui-billing.png)
+
+**What you see:**
+- **Per-Resource Pricing** - Set custom prices for CPU (per core-hour), Memory (per GB-hour), GPU (per GPU-hour)
+- **Currency Selection** - Support for CNY, USD, EUR, and other currencies
+- **Enable/Disable Toggle** - Turn billing on/off for specific resources with one click
+- **Billing Rules** - Define how resources are metered (hourly, daily, etc.)
+- **Alert Thresholds** - Configure when to send low-balance warnings
+
+**Who benefits:**
+- **Finance Teams** align cloud costs with internal chargeback policies
+- **Administrators** adjust pricing based on actual hardware costs
+- **Budget Managers** set appropriate warning thresholds to prevent overruns
+
+---
+
+## Core Capabilities
+
+### Multi-Tenant Management
+✅ **Capsule-Powered Isolation** - True multi-tenancy using Kubernetes-native Capsule operator
+✅ **OIDC Integration** - Enterprise SSO support for authentication
+✅ **Team-Based Access Control** - Manage users, roles, and permissions per team
+✅ **Shared & Exclusive Node Pools** - Flexible resource allocation strategies
+
+### Real-Time Billing
+✅ **Usage-Based Billing** - Accurate cost tracking based on actual resource consumption
+✅ **Configurable Pricing** - Set custom rates for CPU, Memory, GPU, and any Kubernetes resource
+✅ **Multi-Currency Support** - CNY, USD, EUR, and more
+✅ **Billing Rules Engine** - Define custom billing logic and aggregation periods
+
+### Dynamic Resource Quotas
+✅ **Per-Team Quotas** - CPU, Memory, GPU, Storage, and custom resources
+✅ **Namespace Quotas** - Project-level resource limits within teams
+✅ **Auto-Enforcement** - Kubernetes-native quota enforcement
+✅ **Quota Alerts** - Notifications when approaching limits
+
+### Team Balance & Wallet System
+✅ **Prepaid Balances** - Team wallets with real-time deduction
+✅ **Auto-Deduction** - Automated billing based on resource usage
+✅ **Balance Thresholds** - Configurable warning and suspension levels
+✅ **Transaction History** - Complete audit trail of all balance changes
+
+### Auto-Recharge
+✅ **Scheduled Top-Ups** - Weekly or monthly automatic recharges
+✅ **Custom Amounts** - Flexible recharge amounts per team
+✅ **Recharge Notifications** - Alert teams when balance is added
+
+### Balance Alerts
+✅ **Multi-Channel Notifications** - Webhook, DingTalk, WeChat, Email
+✅ **Configurable Thresholds** - Set warning levels (e.g., 20%, 10%, 5%)
+✅ **Auto-Suspension** - Automatically suspend workloads when balance depleted
+✅ **Custom Templates** - Customize alert messages
+
+### Usage Reports
+✅ **Team Analytics** - Per-team cost breakdowns and trends
+✅ **Project Analytics** - Namespace-level resource consumption
+✅ **Export Capabilities** - CSV, Excel, PDF reports
+✅ **Historical Data** - 30/60/90-day cost analysis
+
+### Audit Logging
+✅ **Complete Operation History** - Track all administrative actions
+✅ **User Attribution** - Who did what and when
+✅ **Resource Changes** - Track quota, balance, and configuration changes
+✅ **Compliance Ready** - Meet internal audit requirements
+
+---
+
+## Architecture Highlights
+
+Bison's architecture is designed for simplicity, scalability, and zero external dependencies.
+
+```mermaid
+graph TB
+    subgraph USER_LAYER[User Layer]
+        UI[Web UI<br/>React + Ant Design]
+        API[REST API<br/>Go + Gin]
+    end
+
+    subgraph CORE[Core Services]
+        BS[Billing Service]
+        TS[Tenant Service]
+        QS[Quota Service]
+    end
+
+    subgraph K8S[Kubernetes Layer]
+        CA[Capsule<br/>Multi-Tenancy]
+        OC[OpenCost<br/>Cost Tracking]
+        PR[Prometheus<br/>Metrics]
+    end
+
+    subgraph DATA[Data Layer]
+        CM[ConfigMaps<br/>Zero Database]
+    end
+
+    UI --> API
+    API --> BS & TS & QS
+    BS --> OC
+    TS --> CA
+    QS --> CA
+    BS & TS --> CM
+    OC --> PR
+```
+
+### Key Architectural Benefits
+
+- **Zero External Dependencies** - All data stored in Kubernetes ConfigMaps (etcd-backed)
+- **Cloud-Native** - Built on Kubernetes primitives for maximum portability
+- **Scalable** - Stateless API server that can scale horizontally
+- **Secure** - Kubernetes RBAC integration and optional authentication
+- **Observable** - Prometheus metrics and structured logging
+- **Extensible** - Plugin architecture for custom billing rules and alerts
+
+---
+
+## Integration Points
+
+### OpenCost Integration
+Bison leverages [OpenCost](https://www.opencost.io/) for real-time cost tracking:
+- Per-pod, per-namespace, per-team cost visibility
+- GPU utilization metrics
+- Historical cost data and trends
+- Integration with Prometheus for metric collection
+
+### Capsule Integration
+Bison uses [Capsule](https://capsule.clastix.io/) for multi-tenancy:
+- Team-based tenant isolation
+- Namespace quota enforcement
+- Network and security policies
+- OIDC/SSO integration
+
+### Prometheus Integration
+Metrics collection and monitoring:
+- Resource utilization tracking
+- Custom billing metrics
+- Alert rule evaluation
+- Historical data retention
+
+---
+
+## Next Steps
+
+- [Installation Guide](installation.md) - Deploy Bison in your cluster
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Deep dive into system design
+- [Configuration](configuration.md) - Configure billing and settings
diff --git a/website/versioned_docs/version-0.0.6/installation.md b/website/versioned_docs/version-0.0.6/installation.md
new file mode 100644
index 0000000..da89191
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/installation.md
@@ -0,0 +1,316 @@
+---
+sidebar_position: 3
+---
+
+# Installation Guide
+
+This guide provides detailed instructions for installing Bison in your Kubernetes cluster.
+
+## Prerequisites
+
+Before installing Bison, ensure you have:
+
+- **Kubernetes 1.22+** - A running Kubernetes cluster
+- **kubectl** - Configured to access your cluster
+- **Helm 3.0+** - Package manager for Kubernetes
+- **Capsule Operator v0.1.0+** - For multi-tenant isolation
+- **OpenCost** - Deployed with Prometheus for cost tracking
+
+### Install Prerequisites
+
+If you haven't installed the required components:
+
+#### Install Capsule
+
+```bash
+# Using Helm
+helm repo add projectcapsule https://projectcapsule.github.io/charts
+helm install capsule projectcapsule/capsule \
+  --namespace capsule-system \
+  --create-namespace
+```
+
+#### Install OpenCost
+
+```bash
+# Using Helm
+helm repo add opencost https://opencost.github.io/opencost-helm-chart
+helm install opencost opencost/opencost \
+  --namespace opencost-system \
+  --create-namespace \
+  --set prometheus.internal.serviceName=prometheus-server \
+  --set prometheus.internal.namespaceName=prometheus-system
+```
+
+## Installation Methods
+
+Bison Helm charts are distributed via **GitHub Container Registry (GHCR)** using the modern OCI format.
+
+**Requirements:**
+- Helm >= 3.8.0 (for OCI support)
+- Kubernetes >= 1.22
+
+### Option A: From GHCR (Recommended)
+
+The simplest way to install Bison is directly from GitHub Container Registry:
+
+```bash
+# Install specific version from GHCR
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace
+
+# Or pull the chart first, then install
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install bison bison-0.0.2.tgz \
+  --namespace bison-system \
+  --create-namespace
+
+# Customize installation
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true \
+  --set apiServer.image.tag=0.0.2 \
+  --set webUI.image.tag=0.0.2
+```
+
+**Why GHCR OCI Format?**
+- ✅ No separate Helm repository maintenance needed
+- ✅ Unified with Docker images in GHCR
+- ✅ Faster installation (direct registry pull)
+- ✅ Modern Helm 3.8+ standard practice
+
+### Option B: From GitHub Release
+
+Download a specific version from GitHub Releases:
+
+```bash
+# Download Helm chart
+VERSION=0.0.2
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# Install the chart
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### Option C: From Source
+
+Clone and build from source:
+
+```bash
+# Clone repository
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# Install dependencies and build
+make install-deps
+make build
+
+# Deploy using Helm
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+## Configuration Options
+
+Bison can be configured using Helm values. Here are the key configuration options:
+
+### Basic Configuration
+
+```yaml
+# values.yaml
+apiServer:
+  image:
+    repository: ghcr.io/supermarioyl/bison/api-server
+    tag: 0.0.1
+  replicas: 2
+
+webUI:
+  image:
+    repository: ghcr.io/supermarioyl/bison/web-ui
+    tag: 0.0.1
+  replicas: 2
+
+# OpenCost URL
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# Authentication
+auth:
+  enabled: false
+```
+
+### Custom Configuration Example
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set apiServer.replicas=3 \
+  --set webUI.replicas=3 \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true
+```
+
+## Verify Installation
+
+After installation, verify that all components are running:
+
+```bash
+# Check pod status
+kubectl get pods -n bison-system
+
+# Expected output:
+# NAME                              READY   STATUS    RESTARTS   AGE
+# bison-api-server-xxxxxxxxx-xxxxx  1/1     Running   0          2m
+# bison-webui-xxxxxxxxx-xxxxx       1/1     Running   0          2m
+
+# Check services
+kubectl get svc -n bison-system
+
+# Check logs
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl logs -n bison-system deployment/bison-webui
+```
+
+## Access the Platform
+
+### Port Forward (Development)
+
+```bash
+# Port-forward the Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# Access at http://localhost:3000
+```
+
+### Ingress (Production)
+
+For production deployments, configure an Ingress:
+
+```yaml
+# ingress.yaml
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: bison-ingress
+  namespace: bison-system
+  annotations:
+    kubernetes.io/ingress.class: nginx
+spec:
+  rules:
+  - host: bison.example.com
+    http:
+      paths:
+      - path: /
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-webui
+            port:
+              number: 80
+      - path: /api
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-api-server
+            port:
+              number: 8080
+```
+
+Apply the Ingress:
+
+```bash
+kubectl apply -f ingress.yaml
+```
+
+## Docker Images
+
+Bison images are available on GitHub Container Registry:
+
+```bash
+# Pull images
+docker pull ghcr.io/supermarioyl/bison/api-server:0.0.1
+docker pull ghcr.io/supermarioyl/bison/web-ui:0.0.1
+
+# Or use latest
+docker pull ghcr.io/supermarioyl/bison/api-server:latest
+docker pull ghcr.io/supermarioyl/bison/web-ui:latest
+```
+
+**Supported Platforms:**
+- `linux/amd64`
+- `linux/arm64`
+
+## Upgrading
+
+To upgrade Bison to a new version:
+
+```bash
+# Update Helm repository
+helm repo update
+
+# Upgrade to latest version
+helm upgrade bison bison/bison --namespace bison-system
+
+# Or upgrade to specific version
+helm upgrade bison bison/bison --version 0.0.2 --namespace bison-system
+```
+
+## Uninstalling
+
+To completely remove Bison:
+
+```bash
+# Uninstall Helm release
+helm uninstall bison --namespace bison-system
+
+# Remove namespace (optional)
+kubectl delete namespace bison-system
+```
+
+## Troubleshooting
+
+### Pod Not Starting
+
+Check pod logs for errors:
+
+```bash
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl describe pod -n bison-system <pod-name>
+```
+
+### Cannot Connect to OpenCost
+
+Verify OpenCost is running and accessible:
+
+```bash
+kubectl get svc -n opencost-system
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+
+# Test endpoint
+curl http://localhost:9003/healthz
+```
+
+### Authentication Issues
+
+If authentication is enabled, ensure you have the correct credentials:
+
+```bash
+# Default credentials (change in production!)
+Username: admin
+Password: admin
+```
+
+## Next Steps
+
+- [Configuration Guide](configuration.md) - Configure billing and settings
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Understand the system design
diff --git a/website/versioned_docs/version-0.0.6/intro.md b/website/versioned_docs/version-0.0.6/intro.md
new file mode 100644
index 0000000..b3dc3aa
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/intro.md
@@ -0,0 +1,167 @@
+---
+sidebar_position: 1
+slug: /
+---
+
+# Introduction to Bison
+
+![Bison Logo](/img/logo.png)
+
+**Enterprise GPU Resource Billing & Multi-Tenant Management Platform**
+
+Bison is a Kubernetes-based platform that provides comprehensive GPU resource management, billing, and multi-tenant isolation for organizations running shared GPU clusters.
+
+## The GPU Management Challenge
+
+Managing shared GPU clusters across multiple teams creates critical operational and financial challenges:
+
+**For Platform Administrators:**
+- How do you fairly allocate expensive GPU resources across competing teams?
+- How do you prevent resource hogging while ensuring everyone gets their fair share?
+- How do you track who's using what and implement accurate chargeback?
+- How do you maintain strict multi-tenant isolation without complex manual configuration?
+
+**For Finance & Budget Teams:**
+- How do you implement automated chargeback for GPU usage without manual accounting?
+- How do you prevent budget overruns before they happen?
+- How do you generate accurate cost reports for internal billing?
+
+**For Development Teams:**
+- How do you get predictable, isolated access to GPU resources?
+- How do you know when you're approaching your budget limits?
+- How do you avoid impacting other teams' workloads?
+
+**Traditional Approach:**
+- Manual quota configuration per namespace
+- Excel-based billing calculations
+- No real-time cost visibility
+- Complex multi-tool setup (quota management + cost tracking + billing system)
+- Frequent resource conflicts and budget surprises
+
+## Bison's Integrated Solution
+
+```mermaid
+graph TB
+    subgraph WITHOUT["Without Bison"]
+        P1[❌ Manual Quota Management<br/>Per-namespace configuration]
+        P2[❌ Spreadsheet Billing<br/>Manual calculations & reports]
+        P3[❌ No Resource Isolation<br/>Teams compete for resources]
+        P4[❌ Budget Overruns<br/>No proactive alerts]
+        P5[❌ Complex Tooling<br/>Multiple systems to manage]
+    end
+
+    subgraph WITH["With Bison"]
+        S1[✅ Automated Team Quotas<br/>Capsule-powered isolation]
+        S2[✅ Real-Time Billing<br/>OpenCost integration]
+        S3[✅ True Multi-Tenancy<br/>Shared/Exclusive modes]
+        S4[✅ Proactive Alerts<br/>Balance monitoring & auto-suspend]
+        S5[✅ Unified Platform<br/>Single pane of glass]
+    end
+
+    P1 -.Transform.-> S1
+    P2 -.Transform.-> S2
+    P3 -.Transform.-> S3
+    P4 -.Transform.-> S4
+    P5 -.Transform.-> S5
+
+    style WITHOUT fill:#ffebee
+    style WITH fill:#e8f5e9
+    style S1 fill:#4caf50,color:#fff
+    style S2 fill:#4caf50,color:#fff
+    style S3 fill:#4caf50,color:#fff
+    style S4 fill:#4caf50,color:#fff
+    style S5 fill:#4caf50,color:#fff
+```
+
+**Bison combines:**
+- 🔐 **Kubernetes-native multi-tenancy** (Capsule) - True team isolation with shared or exclusive node pools
+- 💰 **Real-time cost tracking** (OpenCost + Prometheus) - Per-pod, per-namespace, per-team cost visibility
+- 💳 **Automated billing & budgets** - Prepaid balances, auto-deduction, low-balance alerts, and auto-suspension
+- 📊 **Unified dashboard** - Single interface for admins, team leaders, and finance teams
+- 🔧 **Zero external dependencies** - All data stored in Kubernetes ConfigMaps (etcd-backed)
+
+**Result:** Deploy once, get complete GPU resource management with automated billing in under 30 minutes.
+
+## Quick Start
+
+### Prerequisites
+
+- Kubernetes 1.22+
+- kubectl configured
+- Helm 3.0+
+- Capsule operator (v0.1.0+) installed
+- OpenCost deployed with Prometheus
+
+### Installation
+
+Choose one of the following installation methods:
+
+#### Option A: Using Helm Repository (Recommended)
+
+```bash
+# Add Bison Helm repository
+helm repo add bison https://supermarioyl.github.io/Bison/charts/
+helm repo update
+
+# Install with default configuration
+helm install bison bison/bison --namespace bison-system --create-namespace
+
+# Or customize installation
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=false
+```
+
+#### Option B: From GitHub Release
+
+```bash
+# Download latest Helm chart
+VERSION=0.0.1
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# Install
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+#### Option C: From Source
+
+```bash
+# Clone repository
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# Install dependencies and build
+make install-deps
+make build
+
+# Deploy using Helm
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### Access the Platform
+
+After installation, access Bison through:
+
+```bash
+# Port-forward the Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# Access at http://localhost:3000
+# Default credentials (if auth enabled):
+# Username: admin
+# Password: admin (change immediately in production!)
+```
+
+## Next Steps
+
+- [Explore Features](features.md) - Learn about all capabilities
+- [Installation Guide](installation.md) - Detailed installation instructions
+- [User Guides](user-guides/admin.md) - Role-based user guides
+- [Architecture](architecture.md) - Understand the system architecture
+- [Configuration](configuration.md) - Configure billing and settings
diff --git a/website/versioned_docs/version-0.0.6/user-guides/_category_.json b/website/versioned_docs/version-0.0.6/user-guides/_category_.json
new file mode 100644
index 0000000..fe79f61
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/user-guides/_category_.json
@@ -0,0 +1,8 @@
+{
+  "label": "User Guides",
+  "position": 4,
+  "link": {
+    "type": "generated-index",
+    "description": "Role-based guides for using Bison effectively."
+  }
+}
diff --git a/website/versioned_docs/version-0.0.6/user-guides/admin.md b/website/versioned_docs/version-0.0.6/user-guides/admin.md
new file mode 100644
index 0000000..a466cbb
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/user-guides/admin.md
@@ -0,0 +1,176 @@
+---
+sidebar_position: 1
+---
+
+# Administrator Guide
+
+This guide is for platform administrators who deploy, configure, and manage the Bison platform.
+
+## Responsibilities
+
+As a platform administrator, you are responsible for:
+
+- ✅ Deploying and configuring Bison
+- ✅ Creating and managing teams
+- ✅ Setting global billing configuration
+- ✅ Monitoring cluster-wide metrics
+- ✅ Responding to alerts and recharge requests
+
+## Getting Started
+
+### 1. Deploy Bison
+
+Follow the [Installation Guide](../installation.md) to deploy Bison in your Kubernetes cluster.
+
+### 2. Configure Billing
+
+Set up billing rules and pricing:
+
+1. Access the Web UI
+2. Navigate to **Settings** > **Billing Configuration**
+3. Configure:
+   - **Currency**: USD, CNY, EUR, etc.
+   - **CPU Price**: Cost per core-hour
+   - **Memory Price**: Cost per GB-hour
+   - **GPU Price**: Cost per GPU-hour
+4. Click **Save**
+
+### 3. Create First Team
+
+Create a team for your users:
+
+1. Navigate to **Teams** page
+2. Click **Create Team**
+3. Fill in:
+   - **Team Name**: e.g., "ml-team"
+   - **Description**: Team purpose
+   - **Resource Quota**:
+     - CPU: e.g., "20" cores
+     - Memory: e.g., "64Gi"
+     - GPU: e.g., "4"
+   - **Initial Balance**: e.g., 1000.00
+4. Click **Create**
+
+## Common Tasks
+
+### Managing Teams
+
+#### View All Teams
+
+```bash
+# Via kubectl
+kubectl get tenants
+
+# Via API
+curl http://localhost:8080/api/v1/teams
+```
+
+#### Update Team Quota
+
+1. Navigate to **Teams** page
+2. Click **Edit** on the team row
+3. Modify quotas
+4. Click **Save**
+
+#### Recharge Team Balance
+
+1. Navigate to **Teams** page
+2. Click **Recharge** on the team row
+3. Enter amount
+4. Add notes (optional)
+5. Click **Confirm**
+
+### Monitoring
+
+#### View Dashboard
+
+Access real-time cluster metrics:
+- Total teams and projects
+- Resource utilization
+- Cost trends
+- Top consumers
+- Balance status
+
+#### Check Alerts
+
+Monitor low-balance and quota alerts:
+1. Navigate to **Alerts** page
+2. Review active alerts
+3. Take action as needed
+
+### Billing Configuration
+
+#### Update Pricing
+
+```bash
+curl -X PUT http://localhost:8080/api/v1/billing/config \
+  -H "Content-Type: application/json" \
+  -d '{
+    "pricing": {
+      "cpu": 0.06,
+      "memory": 0.012,
+      "nvidia.com/gpu": 3.00
+    }
+  }'
+```
+
+#### Configure Alert Thresholds
+
+```json
+{
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## Best Practices
+
+### Team Naming
+- Use lowercase, alphanumeric characters and hyphens
+- Example: `ml-team`, `data-science`, `dev-team`
+
+### Quota Allocation
+- Start with conservative quotas
+- Monitor usage for 1-2 weeks
+- Adjust based on actual needs
+
+### Balance Management
+- Set up auto-recharge for critical teams
+- Monitor balance trends weekly
+- Respond to low-balance alerts promptly
+
+### Security
+- Enable authentication in production
+- Use OIDC/SSO for enterprise deployments
+- Regularly audit user permissions
+
+## Troubleshooting
+
+### Team Creation Failed
+
+Check Capsule operator logs:
+```bash
+kubectl logs -n capsule-system deployment/capsule-controller-manager
+```
+
+### Billing Not Working
+
+Verify OpenCost connectivity:
+```bash
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+```
+
+### High Resource Usage
+
+Check resource consumption:
+```bash
+kubectl top pods -n bison-system
+```
+
+## Next Steps
+
+- [Team Leader Guide](team-leader.md) - Guide for team leaders
+- [Developer Guide](developer.md) - Guide for developers
+- [Configuration](../configuration.md) - Advanced configuration
diff --git a/website/versioned_docs/version-0.0.6/user-guides/developer.md b/website/versioned_docs/version-0.0.6/user-guides/developer.md
new file mode 100644
index 0000000..d14ab62
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/user-guides/developer.md
@@ -0,0 +1,187 @@
+---
+sidebar_position: 3
+---
+
+# Developer Guide
+
+This guide is for developers who deploy workloads and consume resources within team projects.
+
+## Responsibilities
+
+As a developer, you are responsible for:
+
+- ✅ Deploying applications within your project
+- ✅ Monitoring resource usage
+- ✅ Staying within quota limits
+- ✅ Optimizing resource consumption
+
+## Getting Started
+
+### 1. Get Kubeconfig
+
+Request kubeconfig from your team leader or administrator.
+
+### 2. Set Context
+
+```bash
+# Set context to your project namespace
+kubectl config set-context --current --namespace=your-project
+
+# Verify
+kubectl config view --minify | grep namespace
+```
+
+### 3. Check Quota
+
+See your available resources:
+```bash
+kubectl describe quota
+```
+
+## Deploying Workloads
+
+### Basic Pod Deployment
+
+```yaml
+apiVersion: v1
+kind: Pod
+metadata:
+  name: gpu-training-job
+  namespace: your-project
+spec:
+  containers:
+  - name: trainer
+    image: your-ml-image:latest
+    resources:
+      requests:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+      limits:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+```
+
+### Using Deployments
+
+```yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ml-inference
+  namespace: your-project
+spec:
+  replicas: 2
+  selector:
+    matchLabels:
+      app: ml-inference
+  template:
+    metadata:
+      labels:
+        app: ml-inference
+    spec:
+      containers:
+      - name: inference
+        image: your-inference-image:latest
+        resources:
+          requests:
+            cpu: "2"
+            memory: "8Gi"
+            nvidia.com/gpu: "1"
+```
+
+## Monitoring Usage
+
+### Check Pod Resource Usage
+
+```bash
+# View resource consumption
+kubectl top pods
+
+# Detailed pod information
+kubectl describe pod <pod-name>
+```
+
+### View Logs
+
+```bash
+# Stream logs
+kubectl logs -f <pod-name>
+
+# Previous logs (if pod restarted)
+kubectl logs --previous <pod-name>
+```
+
+## Best Practices
+
+### Resource Requests and Limits
+
+Always specify both requests and limits:
+```yaml
+resources:
+  requests:
+    cpu: "2"
+    memory: "8Gi"
+  limits:
+    cpu: "4"
+    memory: "16Gi"
+```
+
+### GPU Usage
+
+- Request GPUs only when needed
+- Use GPU for compute-intensive tasks
+- Monitor GPU utilization
+
+### Clean Up
+
+Delete resources when no longer needed:
+```bash
+# Delete pod
+kubectl delete pod <pod-name>
+
+# Delete deployment
+kubectl delete deployment <deployment-name>
+
+# Clean up completed jobs
+kubectl delete job --field-selector status.successful=1
+```
+
+### Cost Optimization
+
+- Right-size your resource requests
+- Use horizontal pod autoscaling
+- Clean up idle resources
+- Share GPUs when possible (if supported)
+
+## Troubleshooting
+
+### Pod Pending (Insufficient Quota)
+
+If your pod is stuck in `Pending` state:
+
+```bash
+kubectl describe pod <pod-name>
+```
+
+Look for quota-related errors and reduce resource requests or ask your team leader for more quota.
+
+### Out of Memory (OOM)
+
+If pods are killed due to OOM:
+1. Check memory usage patterns
+2. Increase memory limits
+3. Optimize application memory usage
+
+### GPU Not Available
+
+Verify GPU requests:
+```bash
+kubectl get nodes -o custom-columns=NAME:.metadata.name,GPU:.status.allocatable."nvidia\.com/gpu"
+```
+
+## Next Steps
+
+- [Team Leader Guide](team-leader.md) - Understand team management
+- [Architecture](../architecture.md) - Learn about the platform
diff --git a/website/versioned_docs/version-0.0.6/user-guides/team-leader.md b/website/versioned_docs/version-0.0.6/user-guides/team-leader.md
new file mode 100644
index 0000000..7b6de96
--- /dev/null
+++ b/website/versioned_docs/version-0.0.6/user-guides/team-leader.md
@@ -0,0 +1,126 @@
+---
+sidebar_position: 2
+---
+
+# Team Leader Guide
+
+This guide is for team leaders who manage projects, monitor budgets, and allocate resources within their team.
+
+## Responsibilities
+
+As a team leader, you are responsible for:
+
+- ✅ Creating and managing projects (namespaces)
+- ✅ Allocating quotas to projects
+- ✅ Monitoring team balance and consumption
+- ✅ Requesting recharges when needed
+
+## Getting Started
+
+### 1. Access Bison
+
+Log in to the Web UI with your credentials.
+
+### 2. View Team Dashboard
+
+Your dashboard shows:
+- Team balance and status
+- Resource utilization
+- Active projects
+- Cost trends
+
+## Managing Projects
+
+### Create a Project
+
+1. Navigate to **Projects** page
+2. Click **Create Project**
+3. Fill in:
+   - **Project Name**: e.g., "training-ml-models"
+   - **Description**: Project purpose
+   - **Quota** (optional):
+     - CPU: e.g., "8" cores
+     - Memory: e.g., "32Gi"
+     - GPU: e.g., "2"
+4. Click **Create**
+
+### List Projects
+
+```bash
+# Via kubectl (if you have access)
+kubectl get namespaces -l capsule.clastix.io/tenant=your-team
+
+# Via API
+curl http://localhost:8080/api/v1/teams/your-team/projects
+```
+
+### Delete a Project
+
+1. Navigate to **Projects** page
+2. Click **Delete** on the project row
+3. Confirm deletion
+
+**Warning**: This will delete all resources in the project!
+
+## Monitoring Budget
+
+### Check Balance
+
+View your current balance:
+1. Navigate to **Team** page
+2. See balance in the status card
+
+### View Usage Trends
+
+Analyze spending patterns:
+1. Navigate to **Reports** page
+2. Select time range (7 days, 30 days, 90 days)
+3. View:
+   - Cost breakdown by resource type
+   - Daily cost trends
+   - Per-project consumption
+
+### Request Recharge
+
+When balance is low:
+1. Click **Request Recharge** button
+2. Enter requested amount
+3. Add justification
+4. Submit request to administrator
+
+## Resource Management
+
+### Monitor Quota Usage
+
+Check how much of your quota is being used:
+```bash
+kubectl describe quota -n your-project
+```
+
+### Optimize Costs
+
+Tips to reduce spending:
+- **Right-size resources**: Don't over-provision CPU/Memory
+- **Clean up idle pods**: Delete unused workloads
+- **Use spot/preemptible instances**: Where applicable
+- **Monitor GPU utilization**: Ensure GPUs are fully utilized
+
+## Best Practices
+
+### Project Organization
+- Create separate projects for different workloads
+- Example: `ml-training`, `ml-inference`, `data-processing`
+
+### Quota Allocation
+- Allocate quotas based on project priority
+- Reserve buffer for urgent tasks
+
+### Cost Awareness
+- Review costs weekly
+- Identify and eliminate waste
+- Set up cost alerts
+
+## Next Steps
+
+- [Developer Guide](developer.md) - Guide for your team members
+- [Features](../features.md) - Explore all Bison features
diff --git a/website/versioned_sidebars/version-0.0.6-sidebars.json b/website/versioned_sidebars/version-0.0.6-sidebars.json
new file mode 100644
index 0000000..caea0c0
--- /dev/null
+++ b/website/versioned_sidebars/version-0.0.6-sidebars.json
@@ -0,0 +1,8 @@
+{
+  "tutorialSidebar": [
+    {
+      "type": "autogenerated",
+      "dirName": "."
+    }
+  ]
+}
diff --git a/website/versions.json b/website/versions.json
index daa9a70..d470196 100644
--- a/website/versions.json
+++ b/website/versions.json
@@ -1,3 +1,4 @@
 [
+  "0.0.6",
   "0.0.1"
 ]

From 151a244f97e59a7a652cb41f77d2338ae634e7d7 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 22:20:07 +0800
Subject: [PATCH 14/44] fix bug

---
 .github/workflows/release.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 4e4176a..0775194 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -176,10 +176,10 @@ jobs:
           #### Method 1: From GHCR (Recommended)
           \`\`\`bash
           # Install directly from GitHub Container Registry
-          helm install my-bison oci://ghcr.io/${{ github.repository_owner }}/bison/bison --version ${VERSION}
+          helm install my-bison oci://ghcr.io/${{ github.repository_owner }}/charts/bison --version ${VERSION}
 
           # Or pull first, then install
-          helm pull oci://ghcr.io/${{ github.repository_owner }}/bison/bison --version ${VERSION}
+          helm pull oci://ghcr.io/${{ github.repository_owner }}/charts/bison --version ${VERSION}
           helm install my-bison bison-${VERSION}.tgz
           \`\`\`
 
@@ -203,7 +203,7 @@ jobs:
           ### 📚 Documentation
 
           Version-specific documentation will be available shortly at:
-          - 📖 [https://supermarioyl.github.io/Bison/docs/${VERSION}/](https://supermarioyl.github.io/Bison/docs/${VERSION}/)
+          - 📖 [https://bison.lei6393.com/docs/${VERSION}/](https://bison.lei6393.com/docs/${VERSION}/)
 
           > Note: Documentation versioning happens automatically after release. Allow a few minutes for the docs site to update.
 
@@ -253,4 +253,4 @@ jobs:
         env:
           VERSION: ${{ needs.prepare.outputs.version }}
         run: |
-          helm push bison-${VERSION}.tgz oci://ghcr.io/${{ github.repository_owner }}/bison
+          helm push bison-${VERSION}.tgz oci://ghcr.io/${{ github.repository_owner }}/charts

From f8461170a3f3791c5d0c1b48e4a5a6734d5607ce Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Sun, 28 Dec 2025 14:22:38 +0000
Subject: [PATCH 15/44] docs: add version 0.0.7 [skip ci]

Auto-generated documentation version from release refs/tags/v0.0.7

- Added version 0.0.7 to versions.json
- Created versioned_docs/version-0.0.7/
- Created versioned_sidebars/version-0.0.7-sidebars.json
---
 .../version-0.0.7/architecture.md             | 418 ++++++++++++++++++
 .../version-0.0.7/configuration.md            | 361 +++++++++++++++
 .../versioned_docs/version-0.0.7/features.md  | 195 ++++++++
 .../version-0.0.7/installation.md             | 316 +++++++++++++
 website/versioned_docs/version-0.0.7/intro.md | 167 +++++++
 .../version-0.0.7/user-guides/_category_.json |   8 +
 .../version-0.0.7/user-guides/admin.md        | 176 ++++++++
 .../version-0.0.7/user-guides/developer.md    | 187 ++++++++
 .../version-0.0.7/user-guides/team-leader.md  | 126 ++++++
 .../version-0.0.7-sidebars.json               |   8 +
 website/versions.json                         |   1 +
 11 files changed, 1963 insertions(+)
 create mode 100644 website/versioned_docs/version-0.0.7/architecture.md
 create mode 100644 website/versioned_docs/version-0.0.7/configuration.md
 create mode 100644 website/versioned_docs/version-0.0.7/features.md
 create mode 100644 website/versioned_docs/version-0.0.7/installation.md
 create mode 100644 website/versioned_docs/version-0.0.7/intro.md
 create mode 100644 website/versioned_docs/version-0.0.7/user-guides/_category_.json
 create mode 100644 website/versioned_docs/version-0.0.7/user-guides/admin.md
 create mode 100644 website/versioned_docs/version-0.0.7/user-guides/developer.md
 create mode 100644 website/versioned_docs/version-0.0.7/user-guides/team-leader.md
 create mode 100644 website/versioned_sidebars/version-0.0.7-sidebars.json

diff --git a/website/versioned_docs/version-0.0.7/architecture.md b/website/versioned_docs/version-0.0.7/architecture.md
new file mode 100644
index 0000000..dbbe50d
--- /dev/null
+++ b/website/versioned_docs/version-0.0.7/architecture.md
@@ -0,0 +1,418 @@
+---
+sidebar_position: 5
+---
+
+# Architecture
+
+This document provides a technical overview of Bison's architecture, designed with high cohesion and low coupling principles for maintainability and scalability.
+
+## System Overview
+
+### High-Level Architecture
+
+```mermaid
+graph TB
+    subgraph PRESENT[Presentation Layer]
+        WEB[Web UI<br/>React 18 + Ant Design 5]
+        CLI[kubectl / API Client]
+    end
+
+    subgraph GATEWAY[API Gateway Layer]
+        GW[API Server<br/>Go + Gin Framework]
+        AUTH[Auth Middleware<br/>JWT + OIDC]
+    end
+
+    subgraph BUSINESS[Business Logic Layer]
+        TS[Tenant Service<br/>Team & Project CRUD]
+        BS[Billing Service<br/>Cost Calculation]
+        BLS[Balance Service<br/>Wallet Management]
+        QS[Quota Service<br/>Resource Limits]
+        AS[Alert Service<br/>Notifications]
+        RS[Report Service<br/>Analytics]
+    end
+
+    subgraph INTEGRATION[Integration Layer]
+        K8S[Kubernetes Client<br/>client-go]
+        OCC[OpenCost Client<br/>REST API]
+        PC[Prometheus Client<br/>PromQL]
+    end
+
+    subgraph EXTERNAL[External Systems]
+        KAPI[Kubernetes API]
+        CAP[Capsule Controller]
+        OC[OpenCost]
+        PROM[Prometheus]
+    end
+
+    subgraph DATA[Data Layer]
+        CM[ConfigMaps<br/>Persistent Storage]
+    end
+
+    WEB --> GW
+    CLI --> GW
+    GW --> AUTH
+    AUTH --> TS & BS & BLS & QS & AS & RS
+
+    TS --> K8S
+    BS --> OCC
+    BLS --> K8S
+    QS --> K8S
+    RS --> OCC & PC
+
+    K8S --> KAPI
+    K8S --> CAP
+    OCC --> OC
+    PC --> PROM
+
+    TS & BLS --> CM
+    KAPI --> CM
+```
+
+### Design Principles
+
+| Principle | Implementation |
+|-----------|----------------|
+| **High Cohesion** | Each service handles a single domain (billing, quota, alerts) |
+| **Low Coupling** | Services communicate via well-defined interfaces |
+| **Stateless API** | All state persisted in Kubernetes ConfigMaps |
+| **Cloud Native** | Leverages Kubernetes primitives for HA and scaling |
+| **Zero Database** | ConfigMaps eliminate external database dependencies |
+
+## Architecture Layers
+
+Bison follows a layered architecture pattern:
+
+### 1. Presentation Layer
+- **Web UI**: React 18 + TypeScript + Ant Design 5
+- **API Client**: REST API for external integrations
+
+### 2. API Gateway Layer
+- **API Server**: Go + Gin framework
+- **Authentication**: JWT and OIDC support
+- **Middleware**: Logging, recovery, CORS handling
+
+### 3. Business Logic Layer
+- **Tenant Service**: Team and project management
+- **Billing Service**: Cost calculation and aggregation
+- **Balance Service**: Wallet management and auto-deduction
+- **Quota Service**: Resource limit enforcement
+- **Alert Service**: Multi-channel notifications
+- **Report Service**: Analytics and export
+
+### 4. Integration Layer
+- **Kubernetes Client**: client-go for K8s API interaction
+- **OpenCost Client**: REST API for cost data
+- **Prometheus Client**: PromQL queries for metrics
+
+### 5. Data Layer
+- **ConfigMaps**: Persistent storage for balances, billing config, and metadata
+- **etcd**: Backing store via Kubernetes ConfigMaps
+
+## Core Components
+
+### API Server
+
+The API server is the central component that handles all HTTP requests:
+
+**Technology Stack:**
+- Go 1.24+
+- Gin web framework
+- client-go for Kubernetes API
+
+**Key Responsibilities:**
+- Serve REST API endpoints
+- Authentication and authorization
+- Request routing and middleware
+- Background task scheduling
+
+**Endpoints:**
+```
+/api/v1/teams          - Team management
+/api/v1/projects       - Project management
+/api/v1/billing        - Billing configuration
+/api/v1/balance        - Balance operations
+/api/v1/stats          - Statistics and reports
+```
+
+### Web UI
+
+React-based single-page application:
+
+**Technology Stack:**
+- React 18
+- TypeScript
+- Vite (build tool)
+- Ant Design 5
+- ECharts (visualization)
+- React Query (state management)
+
+**Features:**
+- Dashboard with real-time metrics
+- Team and project management
+- Billing configuration
+- Balance monitoring
+- Usage reports and export
+
+### Billing Service
+
+Calculates costs based on resource usage:
+
+**Data Flow:**
+```mermaid
+sequenceDiagram
+    participant S as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant K8S as Kubernetes
+
+    S->>BS: Trigger billing (every 10min)
+    BS->>OC: Query team costs
+    OC-->>BS: Return usage data
+    BS->>BS: Calculate cost
+    BS->>BLS: Deduct from balance
+    BLS->>K8S: Update ConfigMap
+    BLS-->>BS: Confirm
+    BS->>AS: Check threshold
+    alt Balance low
+        AS->>Webhook: Send alert
+    end
+```
+
+**Billing Formula:**
+```
+Total Cost = (CPU_cores × CPU_price × hours) +
+             (Memory_GB × Memory_price × hours) +
+             (GPU_count × GPU_price × hours)
+```
+
+### Balance Service
+
+Manages team wallets and auto-deduction:
+
+**Features:**
+- Real-time balance tracking
+- Auto-deduction based on usage
+- Recharge operations
+- Transaction history
+- Auto-suspension when balance depleted
+
+**Storage:**
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: bison-team-balances
+  namespace: bison-system
+data:
+  ml-team: "1523.45"
+  data-team: "890.12"
+  dev-team: "2100.00"
+```
+
+### Tenant Service
+
+Manages teams (Capsule Tenants) and projects (Namespaces):
+
+**Features:**
+- Create/delete teams
+- Assign resource quotas
+- Configure node pools (shared/exclusive)
+- Manage team metadata
+
+**Capsule Integration:**
+```yaml
+apiVersion: capsule.clastix.io/v1beta1
+kind: Tenant
+metadata:
+  name: ml-team
+spec:
+  owners:
+  - name: team-leader
+    kind: User
+  resourceQuota:
+    items:
+    - hard:
+        cpu: "20"
+        memory: 64Gi
+        nvidia.com/gpu: "4"
+```
+
+## Data Flow
+
+### Team Creation Flow
+
+```mermaid
+sequenceDiagram
+    participant U as Admin
+    participant API as API Server
+    participant TS as Tenant Service
+    participant K8S as Kubernetes
+    participant CAP as Capsule
+
+    U->>API: POST /api/v1/teams
+    API->>TS: CreateTeam(name, quota, balance)
+    TS->>CAP: Create Tenant
+    CAP-->>TS: Tenant created
+    TS->>K8S: Create ConfigMap (balance)
+    K8S-->>TS: ConfigMap created
+    TS-->>API: Success
+    API-->>U: 201 Created
+```
+
+### Billing Cycle Flow
+
+```mermaid
+sequenceDiagram
+    participant SCH as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant AS as Alert Service
+
+    loop Every 10 minutes
+        SCH->>BS: Trigger billing calculation
+        BS->>OC: Query costs (last 10min)
+        OC-->>BS: Return usage metrics
+        BS->>BS: Calculate total cost
+        BS->>BLS: Deduct cost from balance
+        BLS->>BLS: Update balance
+        BLS-->>BS: Balance updated
+        BS->>AS: Check balance threshold
+        alt Balance < 20%
+            AS->>AS: Send low balance alert
+        end
+        alt Balance <= 0
+            AS->>BS: Suspend team workloads
+        end
+    end
+```
+
+## Integration Points
+
+### Kubernetes Integration
+
+Bison integrates deeply with Kubernetes:
+
+- **Capsule Tenants** for multi-tenancy
+- **ResourceQuotas** for limit enforcement
+- **Namespaces** for project isolation
+- **ConfigMaps** for data persistence
+- **RBAC** for access control
+
+### OpenCost Integration
+
+Real-time cost tracking via OpenCost API:
+
+```bash
+# Query team costs
+GET /allocation/compute?window=10m&aggregate=namespace&filter=namespace:ml-team
+
+# Response
+{
+  "ml-team": {
+    "cpuCost": 0.25,
+    "memCost": 0.10,
+    "gpuCost": 4.17,
+    "totalCost": 4.52
+  }
+}
+```
+
+### Prometheus Integration
+
+Metrics collection for monitoring:
+
+- Resource utilization metrics
+- Cost metrics
+- Balance metrics
+- Alert metrics
+
+## Deployment Architecture
+
+### High Availability Setup
+
+```mermaid
+graph TB
+    subgraph K8S[Kubernetes Cluster]
+        subgraph NS1[bison-system namespace]
+            API1[API Server Pod 1]
+            API2[API Server Pod 2]
+            WEB1[Web UI Pod 1]
+            WEB2[Web UI Pod 2]
+        end
+
+        subgraph NS2[opencost-system namespace]
+            OC[OpenCost]
+        end
+
+        subgraph NS3[prometheus-system namespace]
+            PROM[Prometheus]
+        end
+
+        LB[LoadBalancer]
+    end
+
+    LB --> API1 & API2
+    LB --> WEB1 & WEB2
+    API1 & API2 --> OC
+    OC --> PROM
+```
+
+### Resource Requirements
+
+**Minimum:**
+- API Server: 200m CPU, 256Mi Memory
+- Web UI: 100m CPU, 128Mi Memory
+
+**Recommended (Production):**
+- API Server: 1000m CPU, 512Mi Memory (2 replicas)
+- Web UI: 500m CPU, 256Mi Memory (2 replicas)
+
+## Security Model
+
+### Authentication
+- JWT token-based authentication
+- OIDC/SSO integration
+- Admin user management
+
+### Authorization
+- Kubernetes RBAC integration
+- Role-based access control
+- Team-scoped permissions
+
+### Data Security
+- All data encrypted at rest (etcd encryption)
+- TLS for API communication
+- Secret management via Kubernetes Secrets
+
+## Technology Stack
+
+### Backend
+- **Language**: Go 1.24+
+- **Framework**: Gin
+- **Kubernetes Client**: client-go
+- **Configuration**: Viper
+- **Logging**: Logrus
+
+### Frontend
+- **Framework**: React 18
+- **Language**: TypeScript
+- **UI Library**: Ant Design 5
+- **Build Tool**: Vite
+- **State Management**: React Query
+- **Charts**: ECharts
+
+### Infrastructure
+- **Platform**: Kubernetes 1.22+
+- **Multi-Tenancy**: Capsule
+- **Cost Tracking**: OpenCost
+- **Metrics**: Prometheus
+- **Storage**: ConfigMaps (etcd)
+
+## Next Steps
+
+- [Installation Guide](installation.md) - Deploy Bison
+- [Configuration](configuration.md) - Configure billing
+- [User Guides](user-guides/admin.md) - Learn to use Bison
+- [Features](features.md) - Explore capabilities
diff --git a/website/versioned_docs/version-0.0.7/configuration.md b/website/versioned_docs/version-0.0.7/configuration.md
new file mode 100644
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--- /dev/null
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+---
+sidebar_position: 6
+---
+
+# Configuration
+
+This guide covers how to configure Bison for your specific environment and requirements.
+
+## Helm Chart Configuration
+
+Bison is configured primarily through Helm values. You can customize the installation by providing a `values.yaml` file or using `--set` flags.
+
+### Key Configuration Parameters
+
+| Parameter | Description | Default | Example |
+|-----------|-------------|---------|---------|
+| `auth.enabled` | Enable authentication | `false` | `true` |
+| `auth.admin.username` | Admin username | `admin` | `admin` |
+| `auth.admin.password` | Admin password | `admin` | `changeme` |
+| `apiServer.replicaCount` | API server replicas | `2` | `3` |
+| `apiServer.image.repository` | API server image | `ghcr.io/supermarioyl/bison/api-server` | - |
+| `apiServer.image.tag` | API server image tag | `0.0.1` | `latest` |
+| `webUI.replicaCount` | Web UI replicas | `2` | `3` |
+| `webUI.image.repository` | Web UI image | `ghcr.io/supermarioyl/bison/web-ui` | - |
+| `webUI.image.tag` | Web UI image tag | `0.0.1` | `latest` |
+| `opencost.url` | OpenCost API endpoint | `http://opencost.opencost-system.svc:9003` | Custom URL |
+
+### Example Custom Values
+
+Create a `custom-values.yaml` file:
+
+```yaml
+# Authentication
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: MySecurePassword123
+
+# API Server
+apiServer:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 200m
+      memory: 256Mi
+    limits:
+      cpu: 1000m
+      memory: 512Mi
+
+# Web UI
+webUI:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 100m
+      memory: 128Mi
+    limits:
+      cpu: 500m
+      memory: 256Mi
+
+# OpenCost Integration
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# Node Selection (optional)
+nodeSelector:
+  node-role.kubernetes.io/control-plane: ""
+
+# Tolerations (optional)
+tolerations:
+  - key: node-role.kubernetes.io/control-plane
+    operator: Exists
+    effect: NoSchedule
+```
+
+Install with custom values:
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --values custom-values.yaml
+```
+
+## Billing Configuration
+
+Billing settings are configured through the Web UI or API after installation.
+
+### Access Billing Configuration
+
+1. **Via Web UI:**
+   - Navigate to **Settings** > **Billing Configuration**
+   - Set pricing for CPU, Memory, GPU, and other resources
+   - Configure currency and billing intervals
+
+2. **Via API:**
+   ```bash
+   curl -X POST http://localhost:8080/api/v1/billing/config \
+     -H "Content-Type: application/json" \
+     -d '{
+       "enabled": true,
+       "currency": "USD",
+       "pricing": {
+         "cpu": 0.05,
+         "memory": 0.01,
+         "nvidia.com/gpu": 2.50
+       },
+       "billingInterval": "hourly"
+     }'
+   ```
+
+### Billing Parameters
+
+| Parameter | Description | Example |
+|-----------|-------------|---------|
+| `enabled` | Enable/disable billing | `true` |
+| `currency` | Currency for billing | `USD`, `CNY`, `EUR` |
+| `pricing.cpu` | CPU price per core-hour | `0.05` |
+| `pricing.memory` | Memory price per GB-hour | `0.01` |
+| `pricing["nvidia.com/gpu"]` | GPU price per GPU-hour | `2.50` |
+| `billingInterval` | Billing aggregation period | `hourly`, `daily` |
+| `lowBalanceThreshold` | Warning threshold (%) | `20` |
+| `suspendThreshold` | Auto-suspend threshold (%) | `5` |
+
+### Example Billing Configuration
+
+```json
+{
+  "enabled": true,
+  "currency": "USD",
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "nvidia.com/mig-1g.5gb": 0.50,
+    "nvidia.com/mig-2g.10gb": 1.00
+  },
+  "billingInterval": "hourly",
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## Team Configuration
+
+### Creating Teams
+
+Teams can be created through the Web UI or API:
+
+**Via Web UI:**
+1. Navigate to **Teams** page
+2. Click **Create Team**
+3. Set team name, quota, and initial balance
+
+**Via API:**
+```bash
+curl -X POST http://localhost:8080/api/v1/teams \
+  -H "Content-Type: application/json" \
+  -d '{
+    "name": "ml-team",
+    "description": "Machine Learning Team",
+    "quota": {
+      "cpu": "20",
+      "memory": "64Gi",
+      "nvidia.com/gpu": "4"
+    },
+    "balance": 1000.00
+  }'
+```
+
+### Team Quotas
+
+Team quotas define resource limits:
+
+```yaml
+quota:
+  cpu: "20"              # 20 CPU cores
+  memory: "64Gi"         # 64 GB RAM
+  nvidia.com/gpu: "4"    # 4 GPUs
+  storage: "500Gi"       # 500 GB storage
+```
+
+### Team Balance Management
+
+Set initial balance and configure auto-recharge:
+
+```json
+{
+  "balance": 1000.00,
+  "autoRecharge": {
+    "enabled": true,
+    "amount": 500.00,
+    "schedule": "monthly",
+    "threshold": 100.00
+  }
+}
+```
+
+## Alert Configuration
+
+Configure multi-channel alerts for low balance and quota warnings.
+
+### Webhook Alerts
+
+```json
+{
+  "type": "webhook",
+  "enabled": true,
+  "url": "https://your-webhook-endpoint.com/alerts",
+  "headers": {
+    "Authorization": "Bearer YOUR_TOKEN"
+  },
+  "template": {
+    "title": "Bison Alert",
+    "message": "Team {{.TeamName}} balance is {{.Balance}}"
+  }
+}
+```
+
+### DingTalk Alerts
+
+```json
+{
+  "type": "dingtalk",
+  "enabled": true,
+  "webhook": "https://oapi.dingtalk.com/robot/send?access_token=YOUR_TOKEN",
+  "secret": "YOUR_SECRET"
+}
+```
+
+### WeChat Work Alerts
+
+```json
+{
+  "type": "wechat",
+  "enabled": true,
+  "corpid": "YOUR_CORP_ID",
+  "corpsecret": "YOUR_CORP_SECRET",
+  "agentid": 1000001
+}
+```
+
+## OpenCost Integration
+
+Configure OpenCost connection:
+
+### Check OpenCost Connectivity
+
+```bash
+# Test OpenCost API
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+
+# Test allocation API
+curl http://localhost:9003/allocation/compute?window=1d
+```
+
+### Update OpenCost URL
+
+If OpenCost is deployed in a different namespace or with a different service name:
+
+```bash
+helm upgrade bison bison/bison \
+  --set opencost.url=http://my-opencost.custom-namespace.svc:9003 \
+  --namespace bison-system
+```
+
+## Authentication & OIDC
+
+Enable authentication and integrate with your SSO provider:
+
+### Basic Authentication
+
+```yaml
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: SecurePassword123
+```
+
+### OIDC Integration
+
+```yaml
+auth:
+  enabled: true
+  oidc:
+    enabled: true
+    issuerURL: https://your-oidc-provider.com
+    clientID: bison-client-id
+    clientSecret: your-client-secret
+    redirectURL: https://bison.example.com/callback
+```
+
+## Environment Variables
+
+Additional configuration can be provided via environment variables:
+
+| Variable | Description | Default |
+|----------|-------------|---------|
+| `KUBECONFIG` | Path to kubeconfig file | In-cluster config |
+| `OPENCOST_URL` | OpenCost API URL | `http://opencost.opencost-system.svc:9003` |
+| `AUTH_ENABLED` | Enable authentication | `false` |
+| `LOG_LEVEL` | Logging level | `info` |
+| `BILLING_INTERVAL` | Billing calculation interval | `10m` |
+
+Set environment variables in Helm values:
+
+```yaml
+apiServer:
+  env:
+    - name: LOG_LEVEL
+      value: debug
+    - name: BILLING_INTERVAL
+      value: 5m
+```
+
+## Advanced Configuration
+
+### Custom Resource Pricing
+
+Price any Kubernetes resource:
+
+```json
+{
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "amd.com/gpu": 2.00,
+    "ephemeral-storage": 0.001,
+    "custom.io/fpga": 5.00
+  }
+}
+```
+
+### Multi-Cluster Support
+
+Deploy Bison in each cluster with shared billing:
+
+```yaml
+# Cluster A
+apiServer:
+  clusterName: prod-us-west
+
+# Cluster B
+apiServer:
+  clusterName: prod-us-east
+```
+
+## Next Steps
+
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Understand the system design
+- [Features](features.md) - Explore all capabilities
diff --git a/website/versioned_docs/version-0.0.7/features.md b/website/versioned_docs/version-0.0.7/features.md
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+---
+sidebar_position: 2
+---
+
+# Features
+
+Bison provides a comprehensive suite of features for GPU resource management, billing, and multi-tenant isolation in Kubernetes environments.
+
+## See Bison in Action
+
+### 🎯 Real-Time Resource Dashboard
+
+![Bison Dashboard](/img/ui-dashboard.png)
+
+**What you see:**
+- **Cluster Overview** - Total teams, projects, resource pools, and quotas at a glance
+- **Resource Utilization** - Visual breakdown showing which teams are consuming resources
+- **7-Day Cost Trends** - Historical cost data to identify spending patterns
+- **Top 5 Cost Rankings** - Quickly identify heavy GPU consumers
+- **Team Budget Status** - Real-time balance monitoring with color-coded alerts
+
+**Who benefits:**
+- **Platform Administrators** get instant visibility into cluster health and usage patterns
+- **Finance Teams** can track costs in real-time without waiting for monthly reports
+- **Team Leaders** can compare their usage against other teams
+
+---
+
+### 💼 Team Management & Budget Monitoring
+
+![Team Management](/img/ui-team.png)
+
+**What you see:**
+- **Team List** with real-time status indicators:
+  - 🟢 Green balance = Healthy budget
+  - 🟡 Yellow balance = Approaching threshold
+  - 🔴 Red balance = Low balance or suspended
+- **Resource Allocation** - CPU/Memory/GPU quotas per team (e.g., "cpu 0/10" means 0 used out of 10 allocated)
+- **Project Count** - Number of namespaces/projects under each team
+- **Quick Actions** - Edit quotas, recharge balance, or delete team with one click
+
+**Who benefits:**
+- **Team Leaders** monitor their budget status and resource usage at a glance
+- **Administrators** manage multiple teams from a single unified view
+- **Finance Teams** see which teams need recharging
+
+---
+
+### 💰 Flexible Billing Configuration
+
+![Billing Configuration](/img/ui-billing.png)
+
+**What you see:**
+- **Per-Resource Pricing** - Set custom prices for CPU (per core-hour), Memory (per GB-hour), GPU (per GPU-hour)
+- **Currency Selection** - Support for CNY, USD, EUR, and other currencies
+- **Enable/Disable Toggle** - Turn billing on/off for specific resources with one click
+- **Billing Rules** - Define how resources are metered (hourly, daily, etc.)
+- **Alert Thresholds** - Configure when to send low-balance warnings
+
+**Who benefits:**
+- **Finance Teams** align cloud costs with internal chargeback policies
+- **Administrators** adjust pricing based on actual hardware costs
+- **Budget Managers** set appropriate warning thresholds to prevent overruns
+
+---
+
+## Core Capabilities
+
+### Multi-Tenant Management
+✅ **Capsule-Powered Isolation** - True multi-tenancy using Kubernetes-native Capsule operator
+✅ **OIDC Integration** - Enterprise SSO support for authentication
+✅ **Team-Based Access Control** - Manage users, roles, and permissions per team
+✅ **Shared & Exclusive Node Pools** - Flexible resource allocation strategies
+
+### Real-Time Billing
+✅ **Usage-Based Billing** - Accurate cost tracking based on actual resource consumption
+✅ **Configurable Pricing** - Set custom rates for CPU, Memory, GPU, and any Kubernetes resource
+✅ **Multi-Currency Support** - CNY, USD, EUR, and more
+✅ **Billing Rules Engine** - Define custom billing logic and aggregation periods
+
+### Dynamic Resource Quotas
+✅ **Per-Team Quotas** - CPU, Memory, GPU, Storage, and custom resources
+✅ **Namespace Quotas** - Project-level resource limits within teams
+✅ **Auto-Enforcement** - Kubernetes-native quota enforcement
+✅ **Quota Alerts** - Notifications when approaching limits
+
+### Team Balance & Wallet System
+✅ **Prepaid Balances** - Team wallets with real-time deduction
+✅ **Auto-Deduction** - Automated billing based on resource usage
+✅ **Balance Thresholds** - Configurable warning and suspension levels
+✅ **Transaction History** - Complete audit trail of all balance changes
+
+### Auto-Recharge
+✅ **Scheduled Top-Ups** - Weekly or monthly automatic recharges
+✅ **Custom Amounts** - Flexible recharge amounts per team
+✅ **Recharge Notifications** - Alert teams when balance is added
+
+### Balance Alerts
+✅ **Multi-Channel Notifications** - Webhook, DingTalk, WeChat, Email
+✅ **Configurable Thresholds** - Set warning levels (e.g., 20%, 10%, 5%)
+✅ **Auto-Suspension** - Automatically suspend workloads when balance depleted
+✅ **Custom Templates** - Customize alert messages
+
+### Usage Reports
+✅ **Team Analytics** - Per-team cost breakdowns and trends
+✅ **Project Analytics** - Namespace-level resource consumption
+✅ **Export Capabilities** - CSV, Excel, PDF reports
+✅ **Historical Data** - 30/60/90-day cost analysis
+
+### Audit Logging
+✅ **Complete Operation History** - Track all administrative actions
+✅ **User Attribution** - Who did what and when
+✅ **Resource Changes** - Track quota, balance, and configuration changes
+✅ **Compliance Ready** - Meet internal audit requirements
+
+---
+
+## Architecture Highlights
+
+Bison's architecture is designed for simplicity, scalability, and zero external dependencies.
+
+```mermaid
+graph TB
+    subgraph USER_LAYER[User Layer]
+        UI[Web UI<br/>React + Ant Design]
+        API[REST API<br/>Go + Gin]
+    end
+
+    subgraph CORE[Core Services]
+        BS[Billing Service]
+        TS[Tenant Service]
+        QS[Quota Service]
+    end
+
+    subgraph K8S[Kubernetes Layer]
+        CA[Capsule<br/>Multi-Tenancy]
+        OC[OpenCost<br/>Cost Tracking]
+        PR[Prometheus<br/>Metrics]
+    end
+
+    subgraph DATA[Data Layer]
+        CM[ConfigMaps<br/>Zero Database]
+    end
+
+    UI --> API
+    API --> BS & TS & QS
+    BS --> OC
+    TS --> CA
+    QS --> CA
+    BS & TS --> CM
+    OC --> PR
+```
+
+### Key Architectural Benefits
+
+- **Zero External Dependencies** - All data stored in Kubernetes ConfigMaps (etcd-backed)
+- **Cloud-Native** - Built on Kubernetes primitives for maximum portability
+- **Scalable** - Stateless API server that can scale horizontally
+- **Secure** - Kubernetes RBAC integration and optional authentication
+- **Observable** - Prometheus metrics and structured logging
+- **Extensible** - Plugin architecture for custom billing rules and alerts
+
+---
+
+## Integration Points
+
+### OpenCost Integration
+Bison leverages [OpenCost](https://www.opencost.io/) for real-time cost tracking:
+- Per-pod, per-namespace, per-team cost visibility
+- GPU utilization metrics
+- Historical cost data and trends
+- Integration with Prometheus for metric collection
+
+### Capsule Integration
+Bison uses [Capsule](https://capsule.clastix.io/) for multi-tenancy:
+- Team-based tenant isolation
+- Namespace quota enforcement
+- Network and security policies
+- OIDC/SSO integration
+
+### Prometheus Integration
+Metrics collection and monitoring:
+- Resource utilization tracking
+- Custom billing metrics
+- Alert rule evaluation
+- Historical data retention
+
+---
+
+## Next Steps
+
+- [Installation Guide](installation.md) - Deploy Bison in your cluster
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Deep dive into system design
+- [Configuration](configuration.md) - Configure billing and settings
diff --git a/website/versioned_docs/version-0.0.7/installation.md b/website/versioned_docs/version-0.0.7/installation.md
new file mode 100644
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+---
+sidebar_position: 3
+---
+
+# Installation Guide
+
+This guide provides detailed instructions for installing Bison in your Kubernetes cluster.
+
+## Prerequisites
+
+Before installing Bison, ensure you have:
+
+- **Kubernetes 1.22+** - A running Kubernetes cluster
+- **kubectl** - Configured to access your cluster
+- **Helm 3.0+** - Package manager for Kubernetes
+- **Capsule Operator v0.1.0+** - For multi-tenant isolation
+- **OpenCost** - Deployed with Prometheus for cost tracking
+
+### Install Prerequisites
+
+If you haven't installed the required components:
+
+#### Install Capsule
+
+```bash
+# Using Helm
+helm repo add projectcapsule https://projectcapsule.github.io/charts
+helm install capsule projectcapsule/capsule \
+  --namespace capsule-system \
+  --create-namespace
+```
+
+#### Install OpenCost
+
+```bash
+# Using Helm
+helm repo add opencost https://opencost.github.io/opencost-helm-chart
+helm install opencost opencost/opencost \
+  --namespace opencost-system \
+  --create-namespace \
+  --set prometheus.internal.serviceName=prometheus-server \
+  --set prometheus.internal.namespaceName=prometheus-system
+```
+
+## Installation Methods
+
+Bison Helm charts are distributed via **GitHub Container Registry (GHCR)** using the modern OCI format.
+
+**Requirements:**
+- Helm >= 3.8.0 (for OCI support)
+- Kubernetes >= 1.22
+
+### Option A: From GHCR (Recommended)
+
+The simplest way to install Bison is directly from GitHub Container Registry:
+
+```bash
+# Install specific version from GHCR
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace
+
+# Or pull the chart first, then install
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install bison bison-0.0.2.tgz \
+  --namespace bison-system \
+  --create-namespace
+
+# Customize installation
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true \
+  --set apiServer.image.tag=0.0.2 \
+  --set webUI.image.tag=0.0.2
+```
+
+**Why GHCR OCI Format?**
+- ✅ No separate Helm repository maintenance needed
+- ✅ Unified with Docker images in GHCR
+- ✅ Faster installation (direct registry pull)
+- ✅ Modern Helm 3.8+ standard practice
+
+### Option B: From GitHub Release
+
+Download a specific version from GitHub Releases:
+
+```bash
+# Download Helm chart
+VERSION=0.0.2
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# Install the chart
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### Option C: From Source
+
+Clone and build from source:
+
+```bash
+# Clone repository
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# Install dependencies and build
+make install-deps
+make build
+
+# Deploy using Helm
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+## Configuration Options
+
+Bison can be configured using Helm values. Here are the key configuration options:
+
+### Basic Configuration
+
+```yaml
+# values.yaml
+apiServer:
+  image:
+    repository: ghcr.io/supermarioyl/bison/api-server
+    tag: 0.0.1
+  replicas: 2
+
+webUI:
+  image:
+    repository: ghcr.io/supermarioyl/bison/web-ui
+    tag: 0.0.1
+  replicas: 2
+
+# OpenCost URL
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# Authentication
+auth:
+  enabled: false
+```
+
+### Custom Configuration Example
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set apiServer.replicas=3 \
+  --set webUI.replicas=3 \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true
+```
+
+## Verify Installation
+
+After installation, verify that all components are running:
+
+```bash
+# Check pod status
+kubectl get pods -n bison-system
+
+# Expected output:
+# NAME                              READY   STATUS    RESTARTS   AGE
+# bison-api-server-xxxxxxxxx-xxxxx  1/1     Running   0          2m
+# bison-webui-xxxxxxxxx-xxxxx       1/1     Running   0          2m
+
+# Check services
+kubectl get svc -n bison-system
+
+# Check logs
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl logs -n bison-system deployment/bison-webui
+```
+
+## Access the Platform
+
+### Port Forward (Development)
+
+```bash
+# Port-forward the Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# Access at http://localhost:3000
+```
+
+### Ingress (Production)
+
+For production deployments, configure an Ingress:
+
+```yaml
+# ingress.yaml
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: bison-ingress
+  namespace: bison-system
+  annotations:
+    kubernetes.io/ingress.class: nginx
+spec:
+  rules:
+  - host: bison.example.com
+    http:
+      paths:
+      - path: /
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-webui
+            port:
+              number: 80
+      - path: /api
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-api-server
+            port:
+              number: 8080
+```
+
+Apply the Ingress:
+
+```bash
+kubectl apply -f ingress.yaml
+```
+
+## Docker Images
+
+Bison images are available on GitHub Container Registry:
+
+```bash
+# Pull images
+docker pull ghcr.io/supermarioyl/bison/api-server:0.0.1
+docker pull ghcr.io/supermarioyl/bison/web-ui:0.0.1
+
+# Or use latest
+docker pull ghcr.io/supermarioyl/bison/api-server:latest
+docker pull ghcr.io/supermarioyl/bison/web-ui:latest
+```
+
+**Supported Platforms:**
+- `linux/amd64`
+- `linux/arm64`
+
+## Upgrading
+
+To upgrade Bison to a new version:
+
+```bash
+# Update Helm repository
+helm repo update
+
+# Upgrade to latest version
+helm upgrade bison bison/bison --namespace bison-system
+
+# Or upgrade to specific version
+helm upgrade bison bison/bison --version 0.0.2 --namespace bison-system
+```
+
+## Uninstalling
+
+To completely remove Bison:
+
+```bash
+# Uninstall Helm release
+helm uninstall bison --namespace bison-system
+
+# Remove namespace (optional)
+kubectl delete namespace bison-system
+```
+
+## Troubleshooting
+
+### Pod Not Starting
+
+Check pod logs for errors:
+
+```bash
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl describe pod -n bison-system <pod-name>
+```
+
+### Cannot Connect to OpenCost
+
+Verify OpenCost is running and accessible:
+
+```bash
+kubectl get svc -n opencost-system
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+
+# Test endpoint
+curl http://localhost:9003/healthz
+```
+
+### Authentication Issues
+
+If authentication is enabled, ensure you have the correct credentials:
+
+```bash
+# Default credentials (change in production!)
+Username: admin
+Password: admin
+```
+
+## Next Steps
+
+- [Configuration Guide](configuration.md) - Configure billing and settings
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Understand the system design
diff --git a/website/versioned_docs/version-0.0.7/intro.md b/website/versioned_docs/version-0.0.7/intro.md
new file mode 100644
index 0000000..b3dc3aa
--- /dev/null
+++ b/website/versioned_docs/version-0.0.7/intro.md
@@ -0,0 +1,167 @@
+---
+sidebar_position: 1
+slug: /
+---
+
+# Introduction to Bison
+
+![Bison Logo](/img/logo.png)
+
+**Enterprise GPU Resource Billing & Multi-Tenant Management Platform**
+
+Bison is a Kubernetes-based platform that provides comprehensive GPU resource management, billing, and multi-tenant isolation for organizations running shared GPU clusters.
+
+## The GPU Management Challenge
+
+Managing shared GPU clusters across multiple teams creates critical operational and financial challenges:
+
+**For Platform Administrators:**
+- How do you fairly allocate expensive GPU resources across competing teams?
+- How do you prevent resource hogging while ensuring everyone gets their fair share?
+- How do you track who's using what and implement accurate chargeback?
+- How do you maintain strict multi-tenant isolation without complex manual configuration?
+
+**For Finance & Budget Teams:**
+- How do you implement automated chargeback for GPU usage without manual accounting?
+- How do you prevent budget overruns before they happen?
+- How do you generate accurate cost reports for internal billing?
+
+**For Development Teams:**
+- How do you get predictable, isolated access to GPU resources?
+- How do you know when you're approaching your budget limits?
+- How do you avoid impacting other teams' workloads?
+
+**Traditional Approach:**
+- Manual quota configuration per namespace
+- Excel-based billing calculations
+- No real-time cost visibility
+- Complex multi-tool setup (quota management + cost tracking + billing system)
+- Frequent resource conflicts and budget surprises
+
+## Bison's Integrated Solution
+
+```mermaid
+graph TB
+    subgraph WITHOUT["Without Bison"]
+        P1[❌ Manual Quota Management<br/>Per-namespace configuration]
+        P2[❌ Spreadsheet Billing<br/>Manual calculations & reports]
+        P3[❌ No Resource Isolation<br/>Teams compete for resources]
+        P4[❌ Budget Overruns<br/>No proactive alerts]
+        P5[❌ Complex Tooling<br/>Multiple systems to manage]
+    end
+
+    subgraph WITH["With Bison"]
+        S1[✅ Automated Team Quotas<br/>Capsule-powered isolation]
+        S2[✅ Real-Time Billing<br/>OpenCost integration]
+        S3[✅ True Multi-Tenancy<br/>Shared/Exclusive modes]
+        S4[✅ Proactive Alerts<br/>Balance monitoring & auto-suspend]
+        S5[✅ Unified Platform<br/>Single pane of glass]
+    end
+
+    P1 -.Transform.-> S1
+    P2 -.Transform.-> S2
+    P3 -.Transform.-> S3
+    P4 -.Transform.-> S4
+    P5 -.Transform.-> S5
+
+    style WITHOUT fill:#ffebee
+    style WITH fill:#e8f5e9
+    style S1 fill:#4caf50,color:#fff
+    style S2 fill:#4caf50,color:#fff
+    style S3 fill:#4caf50,color:#fff
+    style S4 fill:#4caf50,color:#fff
+    style S5 fill:#4caf50,color:#fff
+```
+
+**Bison combines:**
+- 🔐 **Kubernetes-native multi-tenancy** (Capsule) - True team isolation with shared or exclusive node pools
+- 💰 **Real-time cost tracking** (OpenCost + Prometheus) - Per-pod, per-namespace, per-team cost visibility
+- 💳 **Automated billing & budgets** - Prepaid balances, auto-deduction, low-balance alerts, and auto-suspension
+- 📊 **Unified dashboard** - Single interface for admins, team leaders, and finance teams
+- 🔧 **Zero external dependencies** - All data stored in Kubernetes ConfigMaps (etcd-backed)
+
+**Result:** Deploy once, get complete GPU resource management with automated billing in under 30 minutes.
+
+## Quick Start
+
+### Prerequisites
+
+- Kubernetes 1.22+
+- kubectl configured
+- Helm 3.0+
+- Capsule operator (v0.1.0+) installed
+- OpenCost deployed with Prometheus
+
+### Installation
+
+Choose one of the following installation methods:
+
+#### Option A: Using Helm Repository (Recommended)
+
+```bash
+# Add Bison Helm repository
+helm repo add bison https://supermarioyl.github.io/Bison/charts/
+helm repo update
+
+# Install with default configuration
+helm install bison bison/bison --namespace bison-system --create-namespace
+
+# Or customize installation
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=false
+```
+
+#### Option B: From GitHub Release
+
+```bash
+# Download latest Helm chart
+VERSION=0.0.1
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# Install
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+#### Option C: From Source
+
+```bash
+# Clone repository
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# Install dependencies and build
+make install-deps
+make build
+
+# Deploy using Helm
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### Access the Platform
+
+After installation, access Bison through:
+
+```bash
+# Port-forward the Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# Access at http://localhost:3000
+# Default credentials (if auth enabled):
+# Username: admin
+# Password: admin (change immediately in production!)
+```
+
+## Next Steps
+
+- [Explore Features](features.md) - Learn about all capabilities
+- [Installation Guide](installation.md) - Detailed installation instructions
+- [User Guides](user-guides/admin.md) - Role-based user guides
+- [Architecture](architecture.md) - Understand the system architecture
+- [Configuration](configuration.md) - Configure billing and settings
diff --git a/website/versioned_docs/version-0.0.7/user-guides/_category_.json b/website/versioned_docs/version-0.0.7/user-guides/_category_.json
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index 0000000..fe79f61
--- /dev/null
+++ b/website/versioned_docs/version-0.0.7/user-guides/_category_.json
@@ -0,0 +1,8 @@
+{
+  "label": "User Guides",
+  "position": 4,
+  "link": {
+    "type": "generated-index",
+    "description": "Role-based guides for using Bison effectively."
+  }
+}
diff --git a/website/versioned_docs/version-0.0.7/user-guides/admin.md b/website/versioned_docs/version-0.0.7/user-guides/admin.md
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--- /dev/null
+++ b/website/versioned_docs/version-0.0.7/user-guides/admin.md
@@ -0,0 +1,176 @@
+---
+sidebar_position: 1
+---
+
+# Administrator Guide
+
+This guide is for platform administrators who deploy, configure, and manage the Bison platform.
+
+## Responsibilities
+
+As a platform administrator, you are responsible for:
+
+- ✅ Deploying and configuring Bison
+- ✅ Creating and managing teams
+- ✅ Setting global billing configuration
+- ✅ Monitoring cluster-wide metrics
+- ✅ Responding to alerts and recharge requests
+
+## Getting Started
+
+### 1. Deploy Bison
+
+Follow the [Installation Guide](../installation.md) to deploy Bison in your Kubernetes cluster.
+
+### 2. Configure Billing
+
+Set up billing rules and pricing:
+
+1. Access the Web UI
+2. Navigate to **Settings** > **Billing Configuration**
+3. Configure:
+   - **Currency**: USD, CNY, EUR, etc.
+   - **CPU Price**: Cost per core-hour
+   - **Memory Price**: Cost per GB-hour
+   - **GPU Price**: Cost per GPU-hour
+4. Click **Save**
+
+### 3. Create First Team
+
+Create a team for your users:
+
+1. Navigate to **Teams** page
+2. Click **Create Team**
+3. Fill in:
+   - **Team Name**: e.g., "ml-team"
+   - **Description**: Team purpose
+   - **Resource Quota**:
+     - CPU: e.g., "20" cores
+     - Memory: e.g., "64Gi"
+     - GPU: e.g., "4"
+   - **Initial Balance**: e.g., 1000.00
+4. Click **Create**
+
+## Common Tasks
+
+### Managing Teams
+
+#### View All Teams
+
+```bash
+# Via kubectl
+kubectl get tenants
+
+# Via API
+curl http://localhost:8080/api/v1/teams
+```
+
+#### Update Team Quota
+
+1. Navigate to **Teams** page
+2. Click **Edit** on the team row
+3. Modify quotas
+4. Click **Save**
+
+#### Recharge Team Balance
+
+1. Navigate to **Teams** page
+2. Click **Recharge** on the team row
+3. Enter amount
+4. Add notes (optional)
+5. Click **Confirm**
+
+### Monitoring
+
+#### View Dashboard
+
+Access real-time cluster metrics:
+- Total teams and projects
+- Resource utilization
+- Cost trends
+- Top consumers
+- Balance status
+
+#### Check Alerts
+
+Monitor low-balance and quota alerts:
+1. Navigate to **Alerts** page
+2. Review active alerts
+3. Take action as needed
+
+### Billing Configuration
+
+#### Update Pricing
+
+```bash
+curl -X PUT http://localhost:8080/api/v1/billing/config \
+  -H "Content-Type: application/json" \
+  -d '{
+    "pricing": {
+      "cpu": 0.06,
+      "memory": 0.012,
+      "nvidia.com/gpu": 3.00
+    }
+  }'
+```
+
+#### Configure Alert Thresholds
+
+```json
+{
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## Best Practices
+
+### Team Naming
+- Use lowercase, alphanumeric characters and hyphens
+- Example: `ml-team`, `data-science`, `dev-team`
+
+### Quota Allocation
+- Start with conservative quotas
+- Monitor usage for 1-2 weeks
+- Adjust based on actual needs
+
+### Balance Management
+- Set up auto-recharge for critical teams
+- Monitor balance trends weekly
+- Respond to low-balance alerts promptly
+
+### Security
+- Enable authentication in production
+- Use OIDC/SSO for enterprise deployments
+- Regularly audit user permissions
+
+## Troubleshooting
+
+### Team Creation Failed
+
+Check Capsule operator logs:
+```bash
+kubectl logs -n capsule-system deployment/capsule-controller-manager
+```
+
+### Billing Not Working
+
+Verify OpenCost connectivity:
+```bash
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+```
+
+### High Resource Usage
+
+Check resource consumption:
+```bash
+kubectl top pods -n bison-system
+```
+
+## Next Steps
+
+- [Team Leader Guide](team-leader.md) - Guide for team leaders
+- [Developer Guide](developer.md) - Guide for developers
+- [Configuration](../configuration.md) - Advanced configuration
diff --git a/website/versioned_docs/version-0.0.7/user-guides/developer.md b/website/versioned_docs/version-0.0.7/user-guides/developer.md
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index 0000000..d14ab62
--- /dev/null
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@@ -0,0 +1,187 @@
+---
+sidebar_position: 3
+---
+
+# Developer Guide
+
+This guide is for developers who deploy workloads and consume resources within team projects.
+
+## Responsibilities
+
+As a developer, you are responsible for:
+
+- ✅ Deploying applications within your project
+- ✅ Monitoring resource usage
+- ✅ Staying within quota limits
+- ✅ Optimizing resource consumption
+
+## Getting Started
+
+### 1. Get Kubeconfig
+
+Request kubeconfig from your team leader or administrator.
+
+### 2. Set Context
+
+```bash
+# Set context to your project namespace
+kubectl config set-context --current --namespace=your-project
+
+# Verify
+kubectl config view --minify | grep namespace
+```
+
+### 3. Check Quota
+
+See your available resources:
+```bash
+kubectl describe quota
+```
+
+## Deploying Workloads
+
+### Basic Pod Deployment
+
+```yaml
+apiVersion: v1
+kind: Pod
+metadata:
+  name: gpu-training-job
+  namespace: your-project
+spec:
+  containers:
+  - name: trainer
+    image: your-ml-image:latest
+    resources:
+      requests:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+      limits:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+```
+
+### Using Deployments
+
+```yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ml-inference
+  namespace: your-project
+spec:
+  replicas: 2
+  selector:
+    matchLabels:
+      app: ml-inference
+  template:
+    metadata:
+      labels:
+        app: ml-inference
+    spec:
+      containers:
+      - name: inference
+        image: your-inference-image:latest
+        resources:
+          requests:
+            cpu: "2"
+            memory: "8Gi"
+            nvidia.com/gpu: "1"
+```
+
+## Monitoring Usage
+
+### Check Pod Resource Usage
+
+```bash
+# View resource consumption
+kubectl top pods
+
+# Detailed pod information
+kubectl describe pod <pod-name>
+```
+
+### View Logs
+
+```bash
+# Stream logs
+kubectl logs -f <pod-name>
+
+# Previous logs (if pod restarted)
+kubectl logs --previous <pod-name>
+```
+
+## Best Practices
+
+### Resource Requests and Limits
+
+Always specify both requests and limits:
+```yaml
+resources:
+  requests:
+    cpu: "2"
+    memory: "8Gi"
+  limits:
+    cpu: "4"
+    memory: "16Gi"
+```
+
+### GPU Usage
+
+- Request GPUs only when needed
+- Use GPU for compute-intensive tasks
+- Monitor GPU utilization
+
+### Clean Up
+
+Delete resources when no longer needed:
+```bash
+# Delete pod
+kubectl delete pod <pod-name>
+
+# Delete deployment
+kubectl delete deployment <deployment-name>
+
+# Clean up completed jobs
+kubectl delete job --field-selector status.successful=1
+```
+
+### Cost Optimization
+
+- Right-size your resource requests
+- Use horizontal pod autoscaling
+- Clean up idle resources
+- Share GPUs when possible (if supported)
+
+## Troubleshooting
+
+### Pod Pending (Insufficient Quota)
+
+If your pod is stuck in `Pending` state:
+
+```bash
+kubectl describe pod <pod-name>
+```
+
+Look for quota-related errors and reduce resource requests or ask your team leader for more quota.
+
+### Out of Memory (OOM)
+
+If pods are killed due to OOM:
+1. Check memory usage patterns
+2. Increase memory limits
+3. Optimize application memory usage
+
+### GPU Not Available
+
+Verify GPU requests:
+```bash
+kubectl get nodes -o custom-columns=NAME:.metadata.name,GPU:.status.allocatable."nvidia\.com/gpu"
+```
+
+## Next Steps
+
+- [Team Leader Guide](team-leader.md) - Understand team management
+- [Architecture](../architecture.md) - Learn about the platform
diff --git a/website/versioned_docs/version-0.0.7/user-guides/team-leader.md b/website/versioned_docs/version-0.0.7/user-guides/team-leader.md
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--- /dev/null
+++ b/website/versioned_docs/version-0.0.7/user-guides/team-leader.md
@@ -0,0 +1,126 @@
+---
+sidebar_position: 2
+---
+
+# Team Leader Guide
+
+This guide is for team leaders who manage projects, monitor budgets, and allocate resources within their team.
+
+## Responsibilities
+
+As a team leader, you are responsible for:
+
+- ✅ Creating and managing projects (namespaces)
+- ✅ Allocating quotas to projects
+- ✅ Monitoring team balance and consumption
+- ✅ Requesting recharges when needed
+
+## Getting Started
+
+### 1. Access Bison
+
+Log in to the Web UI with your credentials.
+
+### 2. View Team Dashboard
+
+Your dashboard shows:
+- Team balance and status
+- Resource utilization
+- Active projects
+- Cost trends
+
+## Managing Projects
+
+### Create a Project
+
+1. Navigate to **Projects** page
+2. Click **Create Project**
+3. Fill in:
+   - **Project Name**: e.g., "training-ml-models"
+   - **Description**: Project purpose
+   - **Quota** (optional):
+     - CPU: e.g., "8" cores
+     - Memory: e.g., "32Gi"
+     - GPU: e.g., "2"
+4. Click **Create**
+
+### List Projects
+
+```bash
+# Via kubectl (if you have access)
+kubectl get namespaces -l capsule.clastix.io/tenant=your-team
+
+# Via API
+curl http://localhost:8080/api/v1/teams/your-team/projects
+```
+
+### Delete a Project
+
+1. Navigate to **Projects** page
+2. Click **Delete** on the project row
+3. Confirm deletion
+
+**Warning**: This will delete all resources in the project!
+
+## Monitoring Budget
+
+### Check Balance
+
+View your current balance:
+1. Navigate to **Team** page
+2. See balance in the status card
+
+### View Usage Trends
+
+Analyze spending patterns:
+1. Navigate to **Reports** page
+2. Select time range (7 days, 30 days, 90 days)
+3. View:
+   - Cost breakdown by resource type
+   - Daily cost trends
+   - Per-project consumption
+
+### Request Recharge
+
+When balance is low:
+1. Click **Request Recharge** button
+2. Enter requested amount
+3. Add justification
+4. Submit request to administrator
+
+## Resource Management
+
+### Monitor Quota Usage
+
+Check how much of your quota is being used:
+```bash
+kubectl describe quota -n your-project
+```
+
+### Optimize Costs
+
+Tips to reduce spending:
+- **Right-size resources**: Don't over-provision CPU/Memory
+- **Clean up idle pods**: Delete unused workloads
+- **Use spot/preemptible instances**: Where applicable
+- **Monitor GPU utilization**: Ensure GPUs are fully utilized
+
+## Best Practices
+
+### Project Organization
+- Create separate projects for different workloads
+- Example: `ml-training`, `ml-inference`, `data-processing`
+
+### Quota Allocation
+- Allocate quotas based on project priority
+- Reserve buffer for urgent tasks
+
+### Cost Awareness
+- Review costs weekly
+- Identify and eliminate waste
+- Set up cost alerts
+
+## Next Steps
+
+- [Developer Guide](developer.md) - Guide for your team members
+- [Features](../features.md) - Explore all Bison features
diff --git a/website/versioned_sidebars/version-0.0.7-sidebars.json b/website/versioned_sidebars/version-0.0.7-sidebars.json
new file mode 100644
index 0000000..caea0c0
--- /dev/null
+++ b/website/versioned_sidebars/version-0.0.7-sidebars.json
@@ -0,0 +1,8 @@
+{
+  "tutorialSidebar": [
+    {
+      "type": "autogenerated",
+      "dirName": "."
+    }
+  ]
+}
diff --git a/website/versions.json b/website/versions.json
index d470196..297a5c4 100644
--- a/website/versions.json
+++ b/website/versions.json
@@ -1,4 +1,5 @@
 [
+  "0.0.7",
   "0.0.6",
   "0.0.1"
 ]

From db5e3d4dee14a674ded953b34835f25732ec7b20 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 22:35:24 +0800
Subject: [PATCH 16/44] fix bug

---
 .github/workflows/release.yml | 19 +++++---
 scripts/make-ghcr-public.md   | 89 +++++++++++++++++++++++++++++++++++
 2 files changed, 102 insertions(+), 6 deletions(-)
 create mode 100644 scripts/make-ghcr-public.md

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 0775194..b4e8963 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -81,6 +81,12 @@ jobs:
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
 
+      - name: Set GHCR organization
+        id: ghcr
+        run: |
+          # Use custom GHCR organization name
+          echo "owner=lei6393" >> $GITHUB_OUTPUT
+
       - name: Log in to GitHub Container Registry
         uses: docker/login-action@v3
         with:
@@ -92,7 +98,7 @@ jobs:
         id: meta
         uses: docker/metadata-action@v5
         with:
-          images: ${{ env.IMAGE_PREFIX }}/${{ matrix.component }}
+          images: ghcr.io/${{ steps.ghcr.outputs.owner }}/bison/${{ matrix.component }}
           tags: |
             type=semver,pattern={{version}}
             type=semver,pattern={{major}}.{{minor}}
@@ -176,10 +182,10 @@ jobs:
           #### Method 1: From GHCR (Recommended)
           \`\`\`bash
           # Install directly from GitHub Container Registry
-          helm install my-bison oci://ghcr.io/${{ github.repository_owner }}/charts/bison --version ${VERSION}
+          helm install my-bison oci://ghcr.io/lei6393/charts/bison --version ${VERSION}
 
           # Or pull first, then install
-          helm pull oci://ghcr.io/${{ github.repository_owner }}/charts/bison --version ${VERSION}
+          helm pull oci://ghcr.io/lei6393/charts/bison --version ${VERSION}
           helm install my-bison bison-${VERSION}.tgz
           \`\`\`
 
@@ -192,8 +198,8 @@ jobs:
           ### 🐳 Docker Images
 
           \`\`\`bash
-          docker pull ghcr.io/${{ github.repository_owner }}/bison/api-server:${VERSION}
-          docker pull ghcr.io/${{ github.repository_owner }}/bison/web-ui:${VERSION}
+          docker pull ghcr.io/lei6393/bison/api-server:${VERSION}
+          docker pull ghcr.io/lei6393/bison/web-ui:${VERSION}
           \`\`\`
 
           ### 📦 What's Changed
@@ -253,4 +259,5 @@ jobs:
         env:
           VERSION: ${{ needs.prepare.outputs.version }}
         run: |
-          helm push bison-${VERSION}.tgz oci://ghcr.io/${{ github.repository_owner }}/charts
+          # Use custom GHCR organization
+          helm push bison-${VERSION}.tgz oci://ghcr.io/lei6393/charts
diff --git a/scripts/make-ghcr-public.md b/scripts/make-ghcr-public.md
new file mode 100644
index 0000000..7b71804
--- /dev/null
+++ b/scripts/make-ghcr-public.md
@@ -0,0 +1,89 @@
+# 将 GHCR Package 设为公开
+
+由于你无法通过 OCI 路径拉取 Helm chart (`Error: invalid_reference: invalid repository` 或 `403 Forbidden`)，这是因为 GitHub Container Registry 的包默认是私有的。
+
+## 手动设置 Package 为 Public
+
+1. **访问 GitHub Packages**:
+   - 进入 https://github.com/SuperMarioYL?tab=packages
+   - 或者直接访问仓库首页，点击右侧的 "Packages"
+
+2. **找到 charts/bison package**:
+   - 如果存在，点击进入 `charts/bison` package
+
+3. **修改可见性**:
+   - 点击 **Package settings** (右上角齿轮图标)
+   - 滚动到底部找到 **Danger Zone**
+   - 点击 **Change visibility**
+   - 选择 **Public**
+   - 确认更改
+
+## 如果找不到 charts/bison Package
+
+说明 Helm chart 推送到 GHCR 失败了。检查步骤:
+
+1. **检查 GitHub Actions 运行日志**:
+   ```
+   https://github.com/SuperMarioYL/Bison/actions
+   ```
+   - 找到最近的 "Release" workflow run (v0.0.7)
+   - 查看 "Publish to Helm Repository (GHCR)" job 的日志
+   - 检查是否有错误信息
+
+2. **常见失败原因**:
+   - 权限不足 (GITHUB_TOKEN 没有 `packages: write` 权限)
+   - OCI 路径错误
+   - Helm 登录失败
+
+## 临时解决方案
+
+在 GHCR OCI 路径修复之前，使用 GitHub Releases:
+
+```bash
+# 列出所有可用版本
+curl -s https://api.github.com/repos/SuperMarioYL/Bison/releases | grep tag_name
+
+# 下载特定版本
+VERSION=0.0.7
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# 安装
+helm install my-bison bison-${VERSION}.tgz
+
+# 或者创建本地 Helm 仓库
+mkdir -p ~/helm-charts
+cp bison-*.tgz ~/helm-charts/
+helm repo index ~/helm-charts/
+helm repo add local-bison ~/helm-charts/
+helm install my-bison local-bison/bison --version ${VERSION}
+```
+
+## 验证 Package 是否存在于 GHCR
+
+```bash
+# 使用 GitHub API 检查
+curl -H "Authorization: token YOUR_GITHUB_TOKEN" \
+  https://api.github.com/users/SuperMarioYL/packages/container/charts%2Fbison/versions
+
+# 或者尝试拉取（如果是公开的）
+helm pull oci://ghcr.io/supermarioyl/charts/bison --version 0.0.7
+```
+
+## 检查是否需要认证
+
+即使设置为 public，某些情况下可能仍需要认证:
+
+```bash
+# 登录 GHCR
+echo YOUR_GITHUB_TOKEN | helm registry login ghcr.io -u SuperMarioYL --password-stdin
+
+# 然后拉取
+helm pull oci://ghcr.io/supermarioyl/charts/bison --version 0.0.7
+```
+
+## 下一步
+
+1. 先检查 v0.0.7 的 GitHub Actions workflow 日志
+2. 确认 Helm chart 推送步骤是否成功
+3. 如果推送成功，设置 package 为 public
+4. 如果推送失败，发布新版本 v0.0.8 来测试修复后的配置

From 06ba827e06582a2fd48bd92698a9e09c359960de Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Sun, 28 Dec 2025 14:36:57 +0000
Subject: [PATCH 17/44] docs: add version 0.0.8 [skip ci]

Auto-generated documentation version from release refs/tags/v0.0.8

- Added version 0.0.8 to versions.json
- Created versioned_docs/version-0.0.8/
- Created versioned_sidebars/version-0.0.8-sidebars.json
---
 .../version-0.0.8/architecture.md             | 418 ++++++++++++++++++
 .../version-0.0.8/configuration.md            | 361 +++++++++++++++
 .../versioned_docs/version-0.0.8/features.md  | 195 ++++++++
 .../version-0.0.8/installation.md             | 316 +++++++++++++
 website/versioned_docs/version-0.0.8/intro.md | 167 +++++++
 .../version-0.0.8/user-guides/_category_.json |   8 +
 .../version-0.0.8/user-guides/admin.md        | 176 ++++++++
 .../version-0.0.8/user-guides/developer.md    | 187 ++++++++
 .../version-0.0.8/user-guides/team-leader.md  | 126 ++++++
 .../version-0.0.8-sidebars.json               |   8 +
 website/versions.json                         |   1 +
 11 files changed, 1963 insertions(+)
 create mode 100644 website/versioned_docs/version-0.0.8/architecture.md
 create mode 100644 website/versioned_docs/version-0.0.8/configuration.md
 create mode 100644 website/versioned_docs/version-0.0.8/features.md
 create mode 100644 website/versioned_docs/version-0.0.8/installation.md
 create mode 100644 website/versioned_docs/version-0.0.8/intro.md
 create mode 100644 website/versioned_docs/version-0.0.8/user-guides/_category_.json
 create mode 100644 website/versioned_docs/version-0.0.8/user-guides/admin.md
 create mode 100644 website/versioned_docs/version-0.0.8/user-guides/developer.md
 create mode 100644 website/versioned_docs/version-0.0.8/user-guides/team-leader.md
 create mode 100644 website/versioned_sidebars/version-0.0.8-sidebars.json

diff --git a/website/versioned_docs/version-0.0.8/architecture.md b/website/versioned_docs/version-0.0.8/architecture.md
new file mode 100644
index 0000000..dbbe50d
--- /dev/null
+++ b/website/versioned_docs/version-0.0.8/architecture.md
@@ -0,0 +1,418 @@
+---
+sidebar_position: 5
+---
+
+# Architecture
+
+This document provides a technical overview of Bison's architecture, designed with high cohesion and low coupling principles for maintainability and scalability.
+
+## System Overview
+
+### High-Level Architecture
+
+```mermaid
+graph TB
+    subgraph PRESENT[Presentation Layer]
+        WEB[Web UI<br/>React 18 + Ant Design 5]
+        CLI[kubectl / API Client]
+    end
+
+    subgraph GATEWAY[API Gateway Layer]
+        GW[API Server<br/>Go + Gin Framework]
+        AUTH[Auth Middleware<br/>JWT + OIDC]
+    end
+
+    subgraph BUSINESS[Business Logic Layer]
+        TS[Tenant Service<br/>Team & Project CRUD]
+        BS[Billing Service<br/>Cost Calculation]
+        BLS[Balance Service<br/>Wallet Management]
+        QS[Quota Service<br/>Resource Limits]
+        AS[Alert Service<br/>Notifications]
+        RS[Report Service<br/>Analytics]
+    end
+
+    subgraph INTEGRATION[Integration Layer]
+        K8S[Kubernetes Client<br/>client-go]
+        OCC[OpenCost Client<br/>REST API]
+        PC[Prometheus Client<br/>PromQL]
+    end
+
+    subgraph EXTERNAL[External Systems]
+        KAPI[Kubernetes API]
+        CAP[Capsule Controller]
+        OC[OpenCost]
+        PROM[Prometheus]
+    end
+
+    subgraph DATA[Data Layer]
+        CM[ConfigMaps<br/>Persistent Storage]
+    end
+
+    WEB --> GW
+    CLI --> GW
+    GW --> AUTH
+    AUTH --> TS & BS & BLS & QS & AS & RS
+
+    TS --> K8S
+    BS --> OCC
+    BLS --> K8S
+    QS --> K8S
+    RS --> OCC & PC
+
+    K8S --> KAPI
+    K8S --> CAP
+    OCC --> OC
+    PC --> PROM
+
+    TS & BLS --> CM
+    KAPI --> CM
+```
+
+### Design Principles
+
+| Principle | Implementation |
+|-----------|----------------|
+| **High Cohesion** | Each service handles a single domain (billing, quota, alerts) |
+| **Low Coupling** | Services communicate via well-defined interfaces |
+| **Stateless API** | All state persisted in Kubernetes ConfigMaps |
+| **Cloud Native** | Leverages Kubernetes primitives for HA and scaling |
+| **Zero Database** | ConfigMaps eliminate external database dependencies |
+
+## Architecture Layers
+
+Bison follows a layered architecture pattern:
+
+### 1. Presentation Layer
+- **Web UI**: React 18 + TypeScript + Ant Design 5
+- **API Client**: REST API for external integrations
+
+### 2. API Gateway Layer
+- **API Server**: Go + Gin framework
+- **Authentication**: JWT and OIDC support
+- **Middleware**: Logging, recovery, CORS handling
+
+### 3. Business Logic Layer
+- **Tenant Service**: Team and project management
+- **Billing Service**: Cost calculation and aggregation
+- **Balance Service**: Wallet management and auto-deduction
+- **Quota Service**: Resource limit enforcement
+- **Alert Service**: Multi-channel notifications
+- **Report Service**: Analytics and export
+
+### 4. Integration Layer
+- **Kubernetes Client**: client-go for K8s API interaction
+- **OpenCost Client**: REST API for cost data
+- **Prometheus Client**: PromQL queries for metrics
+
+### 5. Data Layer
+- **ConfigMaps**: Persistent storage for balances, billing config, and metadata
+- **etcd**: Backing store via Kubernetes ConfigMaps
+
+## Core Components
+
+### API Server
+
+The API server is the central component that handles all HTTP requests:
+
+**Technology Stack:**
+- Go 1.24+
+- Gin web framework
+- client-go for Kubernetes API
+
+**Key Responsibilities:**
+- Serve REST API endpoints
+- Authentication and authorization
+- Request routing and middleware
+- Background task scheduling
+
+**Endpoints:**
+```
+/api/v1/teams          - Team management
+/api/v1/projects       - Project management
+/api/v1/billing        - Billing configuration
+/api/v1/balance        - Balance operations
+/api/v1/stats          - Statistics and reports
+```
+
+### Web UI
+
+React-based single-page application:
+
+**Technology Stack:**
+- React 18
+- TypeScript
+- Vite (build tool)
+- Ant Design 5
+- ECharts (visualization)
+- React Query (state management)
+
+**Features:**
+- Dashboard with real-time metrics
+- Team and project management
+- Billing configuration
+- Balance monitoring
+- Usage reports and export
+
+### Billing Service
+
+Calculates costs based on resource usage:
+
+**Data Flow:**
+```mermaid
+sequenceDiagram
+    participant S as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant K8S as Kubernetes
+
+    S->>BS: Trigger billing (every 10min)
+    BS->>OC: Query team costs
+    OC-->>BS: Return usage data
+    BS->>BS: Calculate cost
+    BS->>BLS: Deduct from balance
+    BLS->>K8S: Update ConfigMap
+    BLS-->>BS: Confirm
+    BS->>AS: Check threshold
+    alt Balance low
+        AS->>Webhook: Send alert
+    end
+```
+
+**Billing Formula:**
+```
+Total Cost = (CPU_cores × CPU_price × hours) +
+             (Memory_GB × Memory_price × hours) +
+             (GPU_count × GPU_price × hours)
+```
+
+### Balance Service
+
+Manages team wallets and auto-deduction:
+
+**Features:**
+- Real-time balance tracking
+- Auto-deduction based on usage
+- Recharge operations
+- Transaction history
+- Auto-suspension when balance depleted
+
+**Storage:**
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: bison-team-balances
+  namespace: bison-system
+data:
+  ml-team: "1523.45"
+  data-team: "890.12"
+  dev-team: "2100.00"
+```
+
+### Tenant Service
+
+Manages teams (Capsule Tenants) and projects (Namespaces):
+
+**Features:**
+- Create/delete teams
+- Assign resource quotas
+- Configure node pools (shared/exclusive)
+- Manage team metadata
+
+**Capsule Integration:**
+```yaml
+apiVersion: capsule.clastix.io/v1beta1
+kind: Tenant
+metadata:
+  name: ml-team
+spec:
+  owners:
+  - name: team-leader
+    kind: User
+  resourceQuota:
+    items:
+    - hard:
+        cpu: "20"
+        memory: 64Gi
+        nvidia.com/gpu: "4"
+```
+
+## Data Flow
+
+### Team Creation Flow
+
+```mermaid
+sequenceDiagram
+    participant U as Admin
+    participant API as API Server
+    participant TS as Tenant Service
+    participant K8S as Kubernetes
+    participant CAP as Capsule
+
+    U->>API: POST /api/v1/teams
+    API->>TS: CreateTeam(name, quota, balance)
+    TS->>CAP: Create Tenant
+    CAP-->>TS: Tenant created
+    TS->>K8S: Create ConfigMap (balance)
+    K8S-->>TS: ConfigMap created
+    TS-->>API: Success
+    API-->>U: 201 Created
+```
+
+### Billing Cycle Flow
+
+```mermaid
+sequenceDiagram
+    participant SCH as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant AS as Alert Service
+
+    loop Every 10 minutes
+        SCH->>BS: Trigger billing calculation
+        BS->>OC: Query costs (last 10min)
+        OC-->>BS: Return usage metrics
+        BS->>BS: Calculate total cost
+        BS->>BLS: Deduct cost from balance
+        BLS->>BLS: Update balance
+        BLS-->>BS: Balance updated
+        BS->>AS: Check balance threshold
+        alt Balance < 20%
+            AS->>AS: Send low balance alert
+        end
+        alt Balance <= 0
+            AS->>BS: Suspend team workloads
+        end
+    end
+```
+
+## Integration Points
+
+### Kubernetes Integration
+
+Bison integrates deeply with Kubernetes:
+
+- **Capsule Tenants** for multi-tenancy
+- **ResourceQuotas** for limit enforcement
+- **Namespaces** for project isolation
+- **ConfigMaps** for data persistence
+- **RBAC** for access control
+
+### OpenCost Integration
+
+Real-time cost tracking via OpenCost API:
+
+```bash
+# Query team costs
+GET /allocation/compute?window=10m&aggregate=namespace&filter=namespace:ml-team
+
+# Response
+{
+  "ml-team": {
+    "cpuCost": 0.25,
+    "memCost": 0.10,
+    "gpuCost": 4.17,
+    "totalCost": 4.52
+  }
+}
+```
+
+### Prometheus Integration
+
+Metrics collection for monitoring:
+
+- Resource utilization metrics
+- Cost metrics
+- Balance metrics
+- Alert metrics
+
+## Deployment Architecture
+
+### High Availability Setup
+
+```mermaid
+graph TB
+    subgraph K8S[Kubernetes Cluster]
+        subgraph NS1[bison-system namespace]
+            API1[API Server Pod 1]
+            API2[API Server Pod 2]
+            WEB1[Web UI Pod 1]
+            WEB2[Web UI Pod 2]
+        end
+
+        subgraph NS2[opencost-system namespace]
+            OC[OpenCost]
+        end
+
+        subgraph NS3[prometheus-system namespace]
+            PROM[Prometheus]
+        end
+
+        LB[LoadBalancer]
+    end
+
+    LB --> API1 & API2
+    LB --> WEB1 & WEB2
+    API1 & API2 --> OC
+    OC --> PROM
+```
+
+### Resource Requirements
+
+**Minimum:**
+- API Server: 200m CPU, 256Mi Memory
+- Web UI: 100m CPU, 128Mi Memory
+
+**Recommended (Production):**
+- API Server: 1000m CPU, 512Mi Memory (2 replicas)
+- Web UI: 500m CPU, 256Mi Memory (2 replicas)
+
+## Security Model
+
+### Authentication
+- JWT token-based authentication
+- OIDC/SSO integration
+- Admin user management
+
+### Authorization
+- Kubernetes RBAC integration
+- Role-based access control
+- Team-scoped permissions
+
+### Data Security
+- All data encrypted at rest (etcd encryption)
+- TLS for API communication
+- Secret management via Kubernetes Secrets
+
+## Technology Stack
+
+### Backend
+- **Language**: Go 1.24+
+- **Framework**: Gin
+- **Kubernetes Client**: client-go
+- **Configuration**: Viper
+- **Logging**: Logrus
+
+### Frontend
+- **Framework**: React 18
+- **Language**: TypeScript
+- **UI Library**: Ant Design 5
+- **Build Tool**: Vite
+- **State Management**: React Query
+- **Charts**: ECharts
+
+### Infrastructure
+- **Platform**: Kubernetes 1.22+
+- **Multi-Tenancy**: Capsule
+- **Cost Tracking**: OpenCost
+- **Metrics**: Prometheus
+- **Storage**: ConfigMaps (etcd)
+
+## Next Steps
+
+- [Installation Guide](installation.md) - Deploy Bison
+- [Configuration](configuration.md) - Configure billing
+- [User Guides](user-guides/admin.md) - Learn to use Bison
+- [Features](features.md) - Explore capabilities
diff --git a/website/versioned_docs/version-0.0.8/configuration.md b/website/versioned_docs/version-0.0.8/configuration.md
new file mode 100644
index 0000000..539aaa3
--- /dev/null
+++ b/website/versioned_docs/version-0.0.8/configuration.md
@@ -0,0 +1,361 @@
+---
+sidebar_position: 6
+---
+
+# Configuration
+
+This guide covers how to configure Bison for your specific environment and requirements.
+
+## Helm Chart Configuration
+
+Bison is configured primarily through Helm values. You can customize the installation by providing a `values.yaml` file or using `--set` flags.
+
+### Key Configuration Parameters
+
+| Parameter | Description | Default | Example |
+|-----------|-------------|---------|---------|
+| `auth.enabled` | Enable authentication | `false` | `true` |
+| `auth.admin.username` | Admin username | `admin` | `admin` |
+| `auth.admin.password` | Admin password | `admin` | `changeme` |
+| `apiServer.replicaCount` | API server replicas | `2` | `3` |
+| `apiServer.image.repository` | API server image | `ghcr.io/supermarioyl/bison/api-server` | - |
+| `apiServer.image.tag` | API server image tag | `0.0.1` | `latest` |
+| `webUI.replicaCount` | Web UI replicas | `2` | `3` |
+| `webUI.image.repository` | Web UI image | `ghcr.io/supermarioyl/bison/web-ui` | - |
+| `webUI.image.tag` | Web UI image tag | `0.0.1` | `latest` |
+| `opencost.url` | OpenCost API endpoint | `http://opencost.opencost-system.svc:9003` | Custom URL |
+
+### Example Custom Values
+
+Create a `custom-values.yaml` file:
+
+```yaml
+# Authentication
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: MySecurePassword123
+
+# API Server
+apiServer:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 200m
+      memory: 256Mi
+    limits:
+      cpu: 1000m
+      memory: 512Mi
+
+# Web UI
+webUI:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 100m
+      memory: 128Mi
+    limits:
+      cpu: 500m
+      memory: 256Mi
+
+# OpenCost Integration
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# Node Selection (optional)
+nodeSelector:
+  node-role.kubernetes.io/control-plane: ""
+
+# Tolerations (optional)
+tolerations:
+  - key: node-role.kubernetes.io/control-plane
+    operator: Exists
+    effect: NoSchedule
+```
+
+Install with custom values:
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --values custom-values.yaml
+```
+
+## Billing Configuration
+
+Billing settings are configured through the Web UI or API after installation.
+
+### Access Billing Configuration
+
+1. **Via Web UI:**
+   - Navigate to **Settings** > **Billing Configuration**
+   - Set pricing for CPU, Memory, GPU, and other resources
+   - Configure currency and billing intervals
+
+2. **Via API:**
+   ```bash
+   curl -X POST http://localhost:8080/api/v1/billing/config \
+     -H "Content-Type: application/json" \
+     -d '{
+       "enabled": true,
+       "currency": "USD",
+       "pricing": {
+         "cpu": 0.05,
+         "memory": 0.01,
+         "nvidia.com/gpu": 2.50
+       },
+       "billingInterval": "hourly"
+     }'
+   ```
+
+### Billing Parameters
+
+| Parameter | Description | Example |
+|-----------|-------------|---------|
+| `enabled` | Enable/disable billing | `true` |
+| `currency` | Currency for billing | `USD`, `CNY`, `EUR` |
+| `pricing.cpu` | CPU price per core-hour | `0.05` |
+| `pricing.memory` | Memory price per GB-hour | `0.01` |
+| `pricing["nvidia.com/gpu"]` | GPU price per GPU-hour | `2.50` |
+| `billingInterval` | Billing aggregation period | `hourly`, `daily` |
+| `lowBalanceThreshold` | Warning threshold (%) | `20` |
+| `suspendThreshold` | Auto-suspend threshold (%) | `5` |
+
+### Example Billing Configuration
+
+```json
+{
+  "enabled": true,
+  "currency": "USD",
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "nvidia.com/mig-1g.5gb": 0.50,
+    "nvidia.com/mig-2g.10gb": 1.00
+  },
+  "billingInterval": "hourly",
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## Team Configuration
+
+### Creating Teams
+
+Teams can be created through the Web UI or API:
+
+**Via Web UI:**
+1. Navigate to **Teams** page
+2. Click **Create Team**
+3. Set team name, quota, and initial balance
+
+**Via API:**
+```bash
+curl -X POST http://localhost:8080/api/v1/teams \
+  -H "Content-Type: application/json" \
+  -d '{
+    "name": "ml-team",
+    "description": "Machine Learning Team",
+    "quota": {
+      "cpu": "20",
+      "memory": "64Gi",
+      "nvidia.com/gpu": "4"
+    },
+    "balance": 1000.00
+  }'
+```
+
+### Team Quotas
+
+Team quotas define resource limits:
+
+```yaml
+quota:
+  cpu: "20"              # 20 CPU cores
+  memory: "64Gi"         # 64 GB RAM
+  nvidia.com/gpu: "4"    # 4 GPUs
+  storage: "500Gi"       # 500 GB storage
+```
+
+### Team Balance Management
+
+Set initial balance and configure auto-recharge:
+
+```json
+{
+  "balance": 1000.00,
+  "autoRecharge": {
+    "enabled": true,
+    "amount": 500.00,
+    "schedule": "monthly",
+    "threshold": 100.00
+  }
+}
+```
+
+## Alert Configuration
+
+Configure multi-channel alerts for low balance and quota warnings.
+
+### Webhook Alerts
+
+```json
+{
+  "type": "webhook",
+  "enabled": true,
+  "url": "https://your-webhook-endpoint.com/alerts",
+  "headers": {
+    "Authorization": "Bearer YOUR_TOKEN"
+  },
+  "template": {
+    "title": "Bison Alert",
+    "message": "Team {{.TeamName}} balance is {{.Balance}}"
+  }
+}
+```
+
+### DingTalk Alerts
+
+```json
+{
+  "type": "dingtalk",
+  "enabled": true,
+  "webhook": "https://oapi.dingtalk.com/robot/send?access_token=YOUR_TOKEN",
+  "secret": "YOUR_SECRET"
+}
+```
+
+### WeChat Work Alerts
+
+```json
+{
+  "type": "wechat",
+  "enabled": true,
+  "corpid": "YOUR_CORP_ID",
+  "corpsecret": "YOUR_CORP_SECRET",
+  "agentid": 1000001
+}
+```
+
+## OpenCost Integration
+
+Configure OpenCost connection:
+
+### Check OpenCost Connectivity
+
+```bash
+# Test OpenCost API
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+
+# Test allocation API
+curl http://localhost:9003/allocation/compute?window=1d
+```
+
+### Update OpenCost URL
+
+If OpenCost is deployed in a different namespace or with a different service name:
+
+```bash
+helm upgrade bison bison/bison \
+  --set opencost.url=http://my-opencost.custom-namespace.svc:9003 \
+  --namespace bison-system
+```
+
+## Authentication & OIDC
+
+Enable authentication and integrate with your SSO provider:
+
+### Basic Authentication
+
+```yaml
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: SecurePassword123
+```
+
+### OIDC Integration
+
+```yaml
+auth:
+  enabled: true
+  oidc:
+    enabled: true
+    issuerURL: https://your-oidc-provider.com
+    clientID: bison-client-id
+    clientSecret: your-client-secret
+    redirectURL: https://bison.example.com/callback
+```
+
+## Environment Variables
+
+Additional configuration can be provided via environment variables:
+
+| Variable | Description | Default |
+|----------|-------------|---------|
+| `KUBECONFIG` | Path to kubeconfig file | In-cluster config |
+| `OPENCOST_URL` | OpenCost API URL | `http://opencost.opencost-system.svc:9003` |
+| `AUTH_ENABLED` | Enable authentication | `false` |
+| `LOG_LEVEL` | Logging level | `info` |
+| `BILLING_INTERVAL` | Billing calculation interval | `10m` |
+
+Set environment variables in Helm values:
+
+```yaml
+apiServer:
+  env:
+    - name: LOG_LEVEL
+      value: debug
+    - name: BILLING_INTERVAL
+      value: 5m
+```
+
+## Advanced Configuration
+
+### Custom Resource Pricing
+
+Price any Kubernetes resource:
+
+```json
+{
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "amd.com/gpu": 2.00,
+    "ephemeral-storage": 0.001,
+    "custom.io/fpga": 5.00
+  }
+}
+```
+
+### Multi-Cluster Support
+
+Deploy Bison in each cluster with shared billing:
+
+```yaml
+# Cluster A
+apiServer:
+  clusterName: prod-us-west
+
+# Cluster B
+apiServer:
+  clusterName: prod-us-east
+```
+
+## Next Steps
+
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Understand the system design
+- [Features](features.md) - Explore all capabilities
diff --git a/website/versioned_docs/version-0.0.8/features.md b/website/versioned_docs/version-0.0.8/features.md
new file mode 100644
index 0000000..8d0c438
--- /dev/null
+++ b/website/versioned_docs/version-0.0.8/features.md
@@ -0,0 +1,195 @@
+---
+sidebar_position: 2
+---
+
+# Features
+
+Bison provides a comprehensive suite of features for GPU resource management, billing, and multi-tenant isolation in Kubernetes environments.
+
+## See Bison in Action
+
+### 🎯 Real-Time Resource Dashboard
+
+![Bison Dashboard](/img/ui-dashboard.png)
+
+**What you see:**
+- **Cluster Overview** - Total teams, projects, resource pools, and quotas at a glance
+- **Resource Utilization** - Visual breakdown showing which teams are consuming resources
+- **7-Day Cost Trends** - Historical cost data to identify spending patterns
+- **Top 5 Cost Rankings** - Quickly identify heavy GPU consumers
+- **Team Budget Status** - Real-time balance monitoring with color-coded alerts
+
+**Who benefits:**
+- **Platform Administrators** get instant visibility into cluster health and usage patterns
+- **Finance Teams** can track costs in real-time without waiting for monthly reports
+- **Team Leaders** can compare their usage against other teams
+
+---
+
+### 💼 Team Management & Budget Monitoring
+
+![Team Management](/img/ui-team.png)
+
+**What you see:**
+- **Team List** with real-time status indicators:
+  - 🟢 Green balance = Healthy budget
+  - 🟡 Yellow balance = Approaching threshold
+  - 🔴 Red balance = Low balance or suspended
+- **Resource Allocation** - CPU/Memory/GPU quotas per team (e.g., "cpu 0/10" means 0 used out of 10 allocated)
+- **Project Count** - Number of namespaces/projects under each team
+- **Quick Actions** - Edit quotas, recharge balance, or delete team with one click
+
+**Who benefits:**
+- **Team Leaders** monitor their budget status and resource usage at a glance
+- **Administrators** manage multiple teams from a single unified view
+- **Finance Teams** see which teams need recharging
+
+---
+
+### 💰 Flexible Billing Configuration
+
+![Billing Configuration](/img/ui-billing.png)
+
+**What you see:**
+- **Per-Resource Pricing** - Set custom prices for CPU (per core-hour), Memory (per GB-hour), GPU (per GPU-hour)
+- **Currency Selection** - Support for CNY, USD, EUR, and other currencies
+- **Enable/Disable Toggle** - Turn billing on/off for specific resources with one click
+- **Billing Rules** - Define how resources are metered (hourly, daily, etc.)
+- **Alert Thresholds** - Configure when to send low-balance warnings
+
+**Who benefits:**
+- **Finance Teams** align cloud costs with internal chargeback policies
+- **Administrators** adjust pricing based on actual hardware costs
+- **Budget Managers** set appropriate warning thresholds to prevent overruns
+
+---
+
+## Core Capabilities
+
+### Multi-Tenant Management
+✅ **Capsule-Powered Isolation** - True multi-tenancy using Kubernetes-native Capsule operator
+✅ **OIDC Integration** - Enterprise SSO support for authentication
+✅ **Team-Based Access Control** - Manage users, roles, and permissions per team
+✅ **Shared & Exclusive Node Pools** - Flexible resource allocation strategies
+
+### Real-Time Billing
+✅ **Usage-Based Billing** - Accurate cost tracking based on actual resource consumption
+✅ **Configurable Pricing** - Set custom rates for CPU, Memory, GPU, and any Kubernetes resource
+✅ **Multi-Currency Support** - CNY, USD, EUR, and more
+✅ **Billing Rules Engine** - Define custom billing logic and aggregation periods
+
+### Dynamic Resource Quotas
+✅ **Per-Team Quotas** - CPU, Memory, GPU, Storage, and custom resources
+✅ **Namespace Quotas** - Project-level resource limits within teams
+✅ **Auto-Enforcement** - Kubernetes-native quota enforcement
+✅ **Quota Alerts** - Notifications when approaching limits
+
+### Team Balance & Wallet System
+✅ **Prepaid Balances** - Team wallets with real-time deduction
+✅ **Auto-Deduction** - Automated billing based on resource usage
+✅ **Balance Thresholds** - Configurable warning and suspension levels
+✅ **Transaction History** - Complete audit trail of all balance changes
+
+### Auto-Recharge
+✅ **Scheduled Top-Ups** - Weekly or monthly automatic recharges
+✅ **Custom Amounts** - Flexible recharge amounts per team
+✅ **Recharge Notifications** - Alert teams when balance is added
+
+### Balance Alerts
+✅ **Multi-Channel Notifications** - Webhook, DingTalk, WeChat, Email
+✅ **Configurable Thresholds** - Set warning levels (e.g., 20%, 10%, 5%)
+✅ **Auto-Suspension** - Automatically suspend workloads when balance depleted
+✅ **Custom Templates** - Customize alert messages
+
+### Usage Reports
+✅ **Team Analytics** - Per-team cost breakdowns and trends
+✅ **Project Analytics** - Namespace-level resource consumption
+✅ **Export Capabilities** - CSV, Excel, PDF reports
+✅ **Historical Data** - 30/60/90-day cost analysis
+
+### Audit Logging
+✅ **Complete Operation History** - Track all administrative actions
+✅ **User Attribution** - Who did what and when
+✅ **Resource Changes** - Track quota, balance, and configuration changes
+✅ **Compliance Ready** - Meet internal audit requirements
+
+---
+
+## Architecture Highlights
+
+Bison's architecture is designed for simplicity, scalability, and zero external dependencies.
+
+```mermaid
+graph TB
+    subgraph USER_LAYER[User Layer]
+        UI[Web UI<br/>React + Ant Design]
+        API[REST API<br/>Go + Gin]
+    end
+
+    subgraph CORE[Core Services]
+        BS[Billing Service]
+        TS[Tenant Service]
+        QS[Quota Service]
+    end
+
+    subgraph K8S[Kubernetes Layer]
+        CA[Capsule<br/>Multi-Tenancy]
+        OC[OpenCost<br/>Cost Tracking]
+        PR[Prometheus<br/>Metrics]
+    end
+
+    subgraph DATA[Data Layer]
+        CM[ConfigMaps<br/>Zero Database]
+    end
+
+    UI --> API
+    API --> BS & TS & QS
+    BS --> OC
+    TS --> CA
+    QS --> CA
+    BS & TS --> CM
+    OC --> PR
+```
+
+### Key Architectural Benefits
+
+- **Zero External Dependencies** - All data stored in Kubernetes ConfigMaps (etcd-backed)
+- **Cloud-Native** - Built on Kubernetes primitives for maximum portability
+- **Scalable** - Stateless API server that can scale horizontally
+- **Secure** - Kubernetes RBAC integration and optional authentication
+- **Observable** - Prometheus metrics and structured logging
+- **Extensible** - Plugin architecture for custom billing rules and alerts
+
+---
+
+## Integration Points
+
+### OpenCost Integration
+Bison leverages [OpenCost](https://www.opencost.io/) for real-time cost tracking:
+- Per-pod, per-namespace, per-team cost visibility
+- GPU utilization metrics
+- Historical cost data and trends
+- Integration with Prometheus for metric collection
+
+### Capsule Integration
+Bison uses [Capsule](https://capsule.clastix.io/) for multi-tenancy:
+- Team-based tenant isolation
+- Namespace quota enforcement
+- Network and security policies
+- OIDC/SSO integration
+
+### Prometheus Integration
+Metrics collection and monitoring:
+- Resource utilization tracking
+- Custom billing metrics
+- Alert rule evaluation
+- Historical data retention
+
+---
+
+## Next Steps
+
+- [Installation Guide](installation.md) - Deploy Bison in your cluster
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Deep dive into system design
+- [Configuration](configuration.md) - Configure billing and settings
diff --git a/website/versioned_docs/version-0.0.8/installation.md b/website/versioned_docs/version-0.0.8/installation.md
new file mode 100644
index 0000000..da89191
--- /dev/null
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@@ -0,0 +1,316 @@
+---
+sidebar_position: 3
+---
+
+# Installation Guide
+
+This guide provides detailed instructions for installing Bison in your Kubernetes cluster.
+
+## Prerequisites
+
+Before installing Bison, ensure you have:
+
+- **Kubernetes 1.22+** - A running Kubernetes cluster
+- **kubectl** - Configured to access your cluster
+- **Helm 3.0+** - Package manager for Kubernetes
+- **Capsule Operator v0.1.0+** - For multi-tenant isolation
+- **OpenCost** - Deployed with Prometheus for cost tracking
+
+### Install Prerequisites
+
+If you haven't installed the required components:
+
+#### Install Capsule
+
+```bash
+# Using Helm
+helm repo add projectcapsule https://projectcapsule.github.io/charts
+helm install capsule projectcapsule/capsule \
+  --namespace capsule-system \
+  --create-namespace
+```
+
+#### Install OpenCost
+
+```bash
+# Using Helm
+helm repo add opencost https://opencost.github.io/opencost-helm-chart
+helm install opencost opencost/opencost \
+  --namespace opencost-system \
+  --create-namespace \
+  --set prometheus.internal.serviceName=prometheus-server \
+  --set prometheus.internal.namespaceName=prometheus-system
+```
+
+## Installation Methods
+
+Bison Helm charts are distributed via **GitHub Container Registry (GHCR)** using the modern OCI format.
+
+**Requirements:**
+- Helm >= 3.8.0 (for OCI support)
+- Kubernetes >= 1.22
+
+### Option A: From GHCR (Recommended)
+
+The simplest way to install Bison is directly from GitHub Container Registry:
+
+```bash
+# Install specific version from GHCR
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace
+
+# Or pull the chart first, then install
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install bison bison-0.0.2.tgz \
+  --namespace bison-system \
+  --create-namespace
+
+# Customize installation
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true \
+  --set apiServer.image.tag=0.0.2 \
+  --set webUI.image.tag=0.0.2
+```
+
+**Why GHCR OCI Format?**
+- ✅ No separate Helm repository maintenance needed
+- ✅ Unified with Docker images in GHCR
+- ✅ Faster installation (direct registry pull)
+- ✅ Modern Helm 3.8+ standard practice
+
+### Option B: From GitHub Release
+
+Download a specific version from GitHub Releases:
+
+```bash
+# Download Helm chart
+VERSION=0.0.2
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# Install the chart
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### Option C: From Source
+
+Clone and build from source:
+
+```bash
+# Clone repository
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# Install dependencies and build
+make install-deps
+make build
+
+# Deploy using Helm
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+## Configuration Options
+
+Bison can be configured using Helm values. Here are the key configuration options:
+
+### Basic Configuration
+
+```yaml
+# values.yaml
+apiServer:
+  image:
+    repository: ghcr.io/supermarioyl/bison/api-server
+    tag: 0.0.1
+  replicas: 2
+
+webUI:
+  image:
+    repository: ghcr.io/supermarioyl/bison/web-ui
+    tag: 0.0.1
+  replicas: 2
+
+# OpenCost URL
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# Authentication
+auth:
+  enabled: false
+```
+
+### Custom Configuration Example
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set apiServer.replicas=3 \
+  --set webUI.replicas=3 \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true
+```
+
+## Verify Installation
+
+After installation, verify that all components are running:
+
+```bash
+# Check pod status
+kubectl get pods -n bison-system
+
+# Expected output:
+# NAME                              READY   STATUS    RESTARTS   AGE
+# bison-api-server-xxxxxxxxx-xxxxx  1/1     Running   0          2m
+# bison-webui-xxxxxxxxx-xxxxx       1/1     Running   0          2m
+
+# Check services
+kubectl get svc -n bison-system
+
+# Check logs
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl logs -n bison-system deployment/bison-webui
+```
+
+## Access the Platform
+
+### Port Forward (Development)
+
+```bash
+# Port-forward the Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# Access at http://localhost:3000
+```
+
+### Ingress (Production)
+
+For production deployments, configure an Ingress:
+
+```yaml
+# ingress.yaml
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: bison-ingress
+  namespace: bison-system
+  annotations:
+    kubernetes.io/ingress.class: nginx
+spec:
+  rules:
+  - host: bison.example.com
+    http:
+      paths:
+      - path: /
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-webui
+            port:
+              number: 80
+      - path: /api
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-api-server
+            port:
+              number: 8080
+```
+
+Apply the Ingress:
+
+```bash
+kubectl apply -f ingress.yaml
+```
+
+## Docker Images
+
+Bison images are available on GitHub Container Registry:
+
+```bash
+# Pull images
+docker pull ghcr.io/supermarioyl/bison/api-server:0.0.1
+docker pull ghcr.io/supermarioyl/bison/web-ui:0.0.1
+
+# Or use latest
+docker pull ghcr.io/supermarioyl/bison/api-server:latest
+docker pull ghcr.io/supermarioyl/bison/web-ui:latest
+```
+
+**Supported Platforms:**
+- `linux/amd64`
+- `linux/arm64`
+
+## Upgrading
+
+To upgrade Bison to a new version:
+
+```bash
+# Update Helm repository
+helm repo update
+
+# Upgrade to latest version
+helm upgrade bison bison/bison --namespace bison-system
+
+# Or upgrade to specific version
+helm upgrade bison bison/bison --version 0.0.2 --namespace bison-system
+```
+
+## Uninstalling
+
+To completely remove Bison:
+
+```bash
+# Uninstall Helm release
+helm uninstall bison --namespace bison-system
+
+# Remove namespace (optional)
+kubectl delete namespace bison-system
+```
+
+## Troubleshooting
+
+### Pod Not Starting
+
+Check pod logs for errors:
+
+```bash
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl describe pod -n bison-system <pod-name>
+```
+
+### Cannot Connect to OpenCost
+
+Verify OpenCost is running and accessible:
+
+```bash
+kubectl get svc -n opencost-system
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+
+# Test endpoint
+curl http://localhost:9003/healthz
+```
+
+### Authentication Issues
+
+If authentication is enabled, ensure you have the correct credentials:
+
+```bash
+# Default credentials (change in production!)
+Username: admin
+Password: admin
+```
+
+## Next Steps
+
+- [Configuration Guide](configuration.md) - Configure billing and settings
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Understand the system design
diff --git a/website/versioned_docs/version-0.0.8/intro.md b/website/versioned_docs/version-0.0.8/intro.md
new file mode 100644
index 0000000..b3dc3aa
--- /dev/null
+++ b/website/versioned_docs/version-0.0.8/intro.md
@@ -0,0 +1,167 @@
+---
+sidebar_position: 1
+slug: /
+---
+
+# Introduction to Bison
+
+![Bison Logo](/img/logo.png)
+
+**Enterprise GPU Resource Billing & Multi-Tenant Management Platform**
+
+Bison is a Kubernetes-based platform that provides comprehensive GPU resource management, billing, and multi-tenant isolation for organizations running shared GPU clusters.
+
+## The GPU Management Challenge
+
+Managing shared GPU clusters across multiple teams creates critical operational and financial challenges:
+
+**For Platform Administrators:**
+- How do you fairly allocate expensive GPU resources across competing teams?
+- How do you prevent resource hogging while ensuring everyone gets their fair share?
+- How do you track who's using what and implement accurate chargeback?
+- How do you maintain strict multi-tenant isolation without complex manual configuration?
+
+**For Finance & Budget Teams:**
+- How do you implement automated chargeback for GPU usage without manual accounting?
+- How do you prevent budget overruns before they happen?
+- How do you generate accurate cost reports for internal billing?
+
+**For Development Teams:**
+- How do you get predictable, isolated access to GPU resources?
+- How do you know when you're approaching your budget limits?
+- How do you avoid impacting other teams' workloads?
+
+**Traditional Approach:**
+- Manual quota configuration per namespace
+- Excel-based billing calculations
+- No real-time cost visibility
+- Complex multi-tool setup (quota management + cost tracking + billing system)
+- Frequent resource conflicts and budget surprises
+
+## Bison's Integrated Solution
+
+```mermaid
+graph TB
+    subgraph WITHOUT["Without Bison"]
+        P1[❌ Manual Quota Management<br/>Per-namespace configuration]
+        P2[❌ Spreadsheet Billing<br/>Manual calculations & reports]
+        P3[❌ No Resource Isolation<br/>Teams compete for resources]
+        P4[❌ Budget Overruns<br/>No proactive alerts]
+        P5[❌ Complex Tooling<br/>Multiple systems to manage]
+    end
+
+    subgraph WITH["With Bison"]
+        S1[✅ Automated Team Quotas<br/>Capsule-powered isolation]
+        S2[✅ Real-Time Billing<br/>OpenCost integration]
+        S3[✅ True Multi-Tenancy<br/>Shared/Exclusive modes]
+        S4[✅ Proactive Alerts<br/>Balance monitoring & auto-suspend]
+        S5[✅ Unified Platform<br/>Single pane of glass]
+    end
+
+    P1 -.Transform.-> S1
+    P2 -.Transform.-> S2
+    P3 -.Transform.-> S3
+    P4 -.Transform.-> S4
+    P5 -.Transform.-> S5
+
+    style WITHOUT fill:#ffebee
+    style WITH fill:#e8f5e9
+    style S1 fill:#4caf50,color:#fff
+    style S2 fill:#4caf50,color:#fff
+    style S3 fill:#4caf50,color:#fff
+    style S4 fill:#4caf50,color:#fff
+    style S5 fill:#4caf50,color:#fff
+```
+
+**Bison combines:**
+- 🔐 **Kubernetes-native multi-tenancy** (Capsule) - True team isolation with shared or exclusive node pools
+- 💰 **Real-time cost tracking** (OpenCost + Prometheus) - Per-pod, per-namespace, per-team cost visibility
+- 💳 **Automated billing & budgets** - Prepaid balances, auto-deduction, low-balance alerts, and auto-suspension
+- 📊 **Unified dashboard** - Single interface for admins, team leaders, and finance teams
+- 🔧 **Zero external dependencies** - All data stored in Kubernetes ConfigMaps (etcd-backed)
+
+**Result:** Deploy once, get complete GPU resource management with automated billing in under 30 minutes.
+
+## Quick Start
+
+### Prerequisites
+
+- Kubernetes 1.22+
+- kubectl configured
+- Helm 3.0+
+- Capsule operator (v0.1.0+) installed
+- OpenCost deployed with Prometheus
+
+### Installation
+
+Choose one of the following installation methods:
+
+#### Option A: Using Helm Repository (Recommended)
+
+```bash
+# Add Bison Helm repository
+helm repo add bison https://supermarioyl.github.io/Bison/charts/
+helm repo update
+
+# Install with default configuration
+helm install bison bison/bison --namespace bison-system --create-namespace
+
+# Or customize installation
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=false
+```
+
+#### Option B: From GitHub Release
+
+```bash
+# Download latest Helm chart
+VERSION=0.0.1
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# Install
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+#### Option C: From Source
+
+```bash
+# Clone repository
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# Install dependencies and build
+make install-deps
+make build
+
+# Deploy using Helm
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### Access the Platform
+
+After installation, access Bison through:
+
+```bash
+# Port-forward the Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# Access at http://localhost:3000
+# Default credentials (if auth enabled):
+# Username: admin
+# Password: admin (change immediately in production!)
+```
+
+## Next Steps
+
+- [Explore Features](features.md) - Learn about all capabilities
+- [Installation Guide](installation.md) - Detailed installation instructions
+- [User Guides](user-guides/admin.md) - Role-based user guides
+- [Architecture](architecture.md) - Understand the system architecture
+- [Configuration](configuration.md) - Configure billing and settings
diff --git a/website/versioned_docs/version-0.0.8/user-guides/_category_.json b/website/versioned_docs/version-0.0.8/user-guides/_category_.json
new file mode 100644
index 0000000..fe79f61
--- /dev/null
+++ b/website/versioned_docs/version-0.0.8/user-guides/_category_.json
@@ -0,0 +1,8 @@
+{
+  "label": "User Guides",
+  "position": 4,
+  "link": {
+    "type": "generated-index",
+    "description": "Role-based guides for using Bison effectively."
+  }
+}
diff --git a/website/versioned_docs/version-0.0.8/user-guides/admin.md b/website/versioned_docs/version-0.0.8/user-guides/admin.md
new file mode 100644
index 0000000..a466cbb
--- /dev/null
+++ b/website/versioned_docs/version-0.0.8/user-guides/admin.md
@@ -0,0 +1,176 @@
+---
+sidebar_position: 1
+---
+
+# Administrator Guide
+
+This guide is for platform administrators who deploy, configure, and manage the Bison platform.
+
+## Responsibilities
+
+As a platform administrator, you are responsible for:
+
+- ✅ Deploying and configuring Bison
+- ✅ Creating and managing teams
+- ✅ Setting global billing configuration
+- ✅ Monitoring cluster-wide metrics
+- ✅ Responding to alerts and recharge requests
+
+## Getting Started
+
+### 1. Deploy Bison
+
+Follow the [Installation Guide](../installation.md) to deploy Bison in your Kubernetes cluster.
+
+### 2. Configure Billing
+
+Set up billing rules and pricing:
+
+1. Access the Web UI
+2. Navigate to **Settings** > **Billing Configuration**
+3. Configure:
+   - **Currency**: USD, CNY, EUR, etc.
+   - **CPU Price**: Cost per core-hour
+   - **Memory Price**: Cost per GB-hour
+   - **GPU Price**: Cost per GPU-hour
+4. Click **Save**
+
+### 3. Create First Team
+
+Create a team for your users:
+
+1. Navigate to **Teams** page
+2. Click **Create Team**
+3. Fill in:
+   - **Team Name**: e.g., "ml-team"
+   - **Description**: Team purpose
+   - **Resource Quota**:
+     - CPU: e.g., "20" cores
+     - Memory: e.g., "64Gi"
+     - GPU: e.g., "4"
+   - **Initial Balance**: e.g., 1000.00
+4. Click **Create**
+
+## Common Tasks
+
+### Managing Teams
+
+#### View All Teams
+
+```bash
+# Via kubectl
+kubectl get tenants
+
+# Via API
+curl http://localhost:8080/api/v1/teams
+```
+
+#### Update Team Quota
+
+1. Navigate to **Teams** page
+2. Click **Edit** on the team row
+3. Modify quotas
+4. Click **Save**
+
+#### Recharge Team Balance
+
+1. Navigate to **Teams** page
+2. Click **Recharge** on the team row
+3. Enter amount
+4. Add notes (optional)
+5. Click **Confirm**
+
+### Monitoring
+
+#### View Dashboard
+
+Access real-time cluster metrics:
+- Total teams and projects
+- Resource utilization
+- Cost trends
+- Top consumers
+- Balance status
+
+#### Check Alerts
+
+Monitor low-balance and quota alerts:
+1. Navigate to **Alerts** page
+2. Review active alerts
+3. Take action as needed
+
+### Billing Configuration
+
+#### Update Pricing
+
+```bash
+curl -X PUT http://localhost:8080/api/v1/billing/config \
+  -H "Content-Type: application/json" \
+  -d '{
+    "pricing": {
+      "cpu": 0.06,
+      "memory": 0.012,
+      "nvidia.com/gpu": 3.00
+    }
+  }'
+```
+
+#### Configure Alert Thresholds
+
+```json
+{
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## Best Practices
+
+### Team Naming
+- Use lowercase, alphanumeric characters and hyphens
+- Example: `ml-team`, `data-science`, `dev-team`
+
+### Quota Allocation
+- Start with conservative quotas
+- Monitor usage for 1-2 weeks
+- Adjust based on actual needs
+
+### Balance Management
+- Set up auto-recharge for critical teams
+- Monitor balance trends weekly
+- Respond to low-balance alerts promptly
+
+### Security
+- Enable authentication in production
+- Use OIDC/SSO for enterprise deployments
+- Regularly audit user permissions
+
+## Troubleshooting
+
+### Team Creation Failed
+
+Check Capsule operator logs:
+```bash
+kubectl logs -n capsule-system deployment/capsule-controller-manager
+```
+
+### Billing Not Working
+
+Verify OpenCost connectivity:
+```bash
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+```
+
+### High Resource Usage
+
+Check resource consumption:
+```bash
+kubectl top pods -n bison-system
+```
+
+## Next Steps
+
+- [Team Leader Guide](team-leader.md) - Guide for team leaders
+- [Developer Guide](developer.md) - Guide for developers
+- [Configuration](../configuration.md) - Advanced configuration
diff --git a/website/versioned_docs/version-0.0.8/user-guides/developer.md b/website/versioned_docs/version-0.0.8/user-guides/developer.md
new file mode 100644
index 0000000..d14ab62
--- /dev/null
+++ b/website/versioned_docs/version-0.0.8/user-guides/developer.md
@@ -0,0 +1,187 @@
+---
+sidebar_position: 3
+---
+
+# Developer Guide
+
+This guide is for developers who deploy workloads and consume resources within team projects.
+
+## Responsibilities
+
+As a developer, you are responsible for:
+
+- ✅ Deploying applications within your project
+- ✅ Monitoring resource usage
+- ✅ Staying within quota limits
+- ✅ Optimizing resource consumption
+
+## Getting Started
+
+### 1. Get Kubeconfig
+
+Request kubeconfig from your team leader or administrator.
+
+### 2. Set Context
+
+```bash
+# Set context to your project namespace
+kubectl config set-context --current --namespace=your-project
+
+# Verify
+kubectl config view --minify | grep namespace
+```
+
+### 3. Check Quota
+
+See your available resources:
+```bash
+kubectl describe quota
+```
+
+## Deploying Workloads
+
+### Basic Pod Deployment
+
+```yaml
+apiVersion: v1
+kind: Pod
+metadata:
+  name: gpu-training-job
+  namespace: your-project
+spec:
+  containers:
+  - name: trainer
+    image: your-ml-image:latest
+    resources:
+      requests:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+      limits:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+```
+
+### Using Deployments
+
+```yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ml-inference
+  namespace: your-project
+spec:
+  replicas: 2
+  selector:
+    matchLabels:
+      app: ml-inference
+  template:
+    metadata:
+      labels:
+        app: ml-inference
+    spec:
+      containers:
+      - name: inference
+        image: your-inference-image:latest
+        resources:
+          requests:
+            cpu: "2"
+            memory: "8Gi"
+            nvidia.com/gpu: "1"
+```
+
+## Monitoring Usage
+
+### Check Pod Resource Usage
+
+```bash
+# View resource consumption
+kubectl top pods
+
+# Detailed pod information
+kubectl describe pod <pod-name>
+```
+
+### View Logs
+
+```bash
+# Stream logs
+kubectl logs -f <pod-name>
+
+# Previous logs (if pod restarted)
+kubectl logs --previous <pod-name>
+```
+
+## Best Practices
+
+### Resource Requests and Limits
+
+Always specify both requests and limits:
+```yaml
+resources:
+  requests:
+    cpu: "2"
+    memory: "8Gi"
+  limits:
+    cpu: "4"
+    memory: "16Gi"
+```
+
+### GPU Usage
+
+- Request GPUs only when needed
+- Use GPU for compute-intensive tasks
+- Monitor GPU utilization
+
+### Clean Up
+
+Delete resources when no longer needed:
+```bash
+# Delete pod
+kubectl delete pod <pod-name>
+
+# Delete deployment
+kubectl delete deployment <deployment-name>
+
+# Clean up completed jobs
+kubectl delete job --field-selector status.successful=1
+```
+
+### Cost Optimization
+
+- Right-size your resource requests
+- Use horizontal pod autoscaling
+- Clean up idle resources
+- Share GPUs when possible (if supported)
+
+## Troubleshooting
+
+### Pod Pending (Insufficient Quota)
+
+If your pod is stuck in `Pending` state:
+
+```bash
+kubectl describe pod <pod-name>
+```
+
+Look for quota-related errors and reduce resource requests or ask your team leader for more quota.
+
+### Out of Memory (OOM)
+
+If pods are killed due to OOM:
+1. Check memory usage patterns
+2. Increase memory limits
+3. Optimize application memory usage
+
+### GPU Not Available
+
+Verify GPU requests:
+```bash
+kubectl get nodes -o custom-columns=NAME:.metadata.name,GPU:.status.allocatable."nvidia\.com/gpu"
+```
+
+## Next Steps
+
+- [Team Leader Guide](team-leader.md) - Understand team management
+- [Architecture](../architecture.md) - Learn about the platform
diff --git a/website/versioned_docs/version-0.0.8/user-guides/team-leader.md b/website/versioned_docs/version-0.0.8/user-guides/team-leader.md
new file mode 100644
index 0000000..7b6de96
--- /dev/null
+++ b/website/versioned_docs/version-0.0.8/user-guides/team-leader.md
@@ -0,0 +1,126 @@
+---
+sidebar_position: 2
+---
+
+# Team Leader Guide
+
+This guide is for team leaders who manage projects, monitor budgets, and allocate resources within their team.
+
+## Responsibilities
+
+As a team leader, you are responsible for:
+
+- ✅ Creating and managing projects (namespaces)
+- ✅ Allocating quotas to projects
+- ✅ Monitoring team balance and consumption
+- ✅ Requesting recharges when needed
+
+## Getting Started
+
+### 1. Access Bison
+
+Log in to the Web UI with your credentials.
+
+### 2. View Team Dashboard
+
+Your dashboard shows:
+- Team balance and status
+- Resource utilization
+- Active projects
+- Cost trends
+
+## Managing Projects
+
+### Create a Project
+
+1. Navigate to **Projects** page
+2. Click **Create Project**
+3. Fill in:
+   - **Project Name**: e.g., "training-ml-models"
+   - **Description**: Project purpose
+   - **Quota** (optional):
+     - CPU: e.g., "8" cores
+     - Memory: e.g., "32Gi"
+     - GPU: e.g., "2"
+4. Click **Create**
+
+### List Projects
+
+```bash
+# Via kubectl (if you have access)
+kubectl get namespaces -l capsule.clastix.io/tenant=your-team
+
+# Via API
+curl http://localhost:8080/api/v1/teams/your-team/projects
+```
+
+### Delete a Project
+
+1. Navigate to **Projects** page
+2. Click **Delete** on the project row
+3. Confirm deletion
+
+**Warning**: This will delete all resources in the project!
+
+## Monitoring Budget
+
+### Check Balance
+
+View your current balance:
+1. Navigate to **Team** page
+2. See balance in the status card
+
+### View Usage Trends
+
+Analyze spending patterns:
+1. Navigate to **Reports** page
+2. Select time range (7 days, 30 days, 90 days)
+3. View:
+   - Cost breakdown by resource type
+   - Daily cost trends
+   - Per-project consumption
+
+### Request Recharge
+
+When balance is low:
+1. Click **Request Recharge** button
+2. Enter requested amount
+3. Add justification
+4. Submit request to administrator
+
+## Resource Management
+
+### Monitor Quota Usage
+
+Check how much of your quota is being used:
+```bash
+kubectl describe quota -n your-project
+```
+
+### Optimize Costs
+
+Tips to reduce spending:
+- **Right-size resources**: Don't over-provision CPU/Memory
+- **Clean up idle pods**: Delete unused workloads
+- **Use spot/preemptible instances**: Where applicable
+- **Monitor GPU utilization**: Ensure GPUs are fully utilized
+
+## Best Practices
+
+### Project Organization
+- Create separate projects for different workloads
+- Example: `ml-training`, `ml-inference`, `data-processing`
+
+### Quota Allocation
+- Allocate quotas based on project priority
+- Reserve buffer for urgent tasks
+
+### Cost Awareness
+- Review costs weekly
+- Identify and eliminate waste
+- Set up cost alerts
+
+## Next Steps
+
+- [Developer Guide](developer.md) - Guide for your team members
+- [Features](../features.md) - Explore all Bison features
diff --git a/website/versioned_sidebars/version-0.0.8-sidebars.json b/website/versioned_sidebars/version-0.0.8-sidebars.json
new file mode 100644
index 0000000..caea0c0
--- /dev/null
+++ b/website/versioned_sidebars/version-0.0.8-sidebars.json
@@ -0,0 +1,8 @@
+{
+  "tutorialSidebar": [
+    {
+      "type": "autogenerated",
+      "dirName": "."
+    }
+  ]
+}
diff --git a/website/versions.json b/website/versions.json
index 297a5c4..2b4b0b6 100644
--- a/website/versions.json
+++ b/website/versions.json
@@ -1,4 +1,5 @@
 [
+  "0.0.8",
   "0.0.7",
   "0.0.6",
   "0.0.1"

From 66989a8c1b61d2c18529d21118349be5998d45a9 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 22:41:32 +0800
Subject: [PATCH 18/44] fix: use lowercase username for GHCR

---
 .github/workflows/release.yml | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b4e8963..b8d6034 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -84,8 +84,8 @@ jobs:
       - name: Set GHCR organization
         id: ghcr
         run: |
-          # Use custom GHCR organization name
-          echo "owner=lei6393" >> $GITHUB_OUTPUT
+          # Convert GitHub username to lowercase for GHCR
+          echo "owner=$(echo '${{ github.repository_owner }}' | tr '[:upper:]' '[:lower:]')" >> $GITHUB_OUTPUT
 
       - name: Log in to GitHub Container Registry
         uses: docker/login-action@v3
@@ -182,10 +182,10 @@ jobs:
           #### Method 1: From GHCR (Recommended)
           \`\`\`bash
           # Install directly from GitHub Container Registry
-          helm install my-bison oci://ghcr.io/lei6393/charts/bison --version ${VERSION}
+          helm install my-bison oci://ghcr.io/supermarioyl/charts/bison --version ${VERSION}
 
           # Or pull first, then install
-          helm pull oci://ghcr.io/lei6393/charts/bison --version ${VERSION}
+          helm pull oci://ghcr.io/supermarioyl/charts/bison --version ${VERSION}
           helm install my-bison bison-${VERSION}.tgz
           \`\`\`
 
@@ -198,8 +198,8 @@ jobs:
           ### 🐳 Docker Images
 
           \`\`\`bash
-          docker pull ghcr.io/lei6393/bison/api-server:${VERSION}
-          docker pull ghcr.io/lei6393/bison/web-ui:${VERSION}
+          docker pull ghcr.io/supermarioyl/bison/api-server:${VERSION}
+          docker pull ghcr.io/supermarioyl/bison/web-ui:${VERSION}
           \`\`\`
 
           ### 📦 What's Changed
@@ -259,5 +259,6 @@ jobs:
         env:
           VERSION: ${{ needs.prepare.outputs.version }}
         run: |
-          # Use custom GHCR organization
-          helm push bison-${VERSION}.tgz oci://ghcr.io/lei6393/charts
+          # Convert GitHub username to lowercase for GHCR
+          REPO_OWNER=$(echo "${{ github.repository_owner }}" | tr '[:upper:]' '[:lower:]')
+          helm push bison-${VERSION}.tgz oci://ghcr.io/${REPO_OWNER}/charts

From caee2ce52f2f11b4405281fb72d224f221526f69 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sun, 28 Dec 2025 22:51:49 +0800
Subject: [PATCH 19/44] docs: add OCI annotations and improve Helm chart README

---
 deploy/charts/bison/Chart.yaml |  5 +++++
 deploy/charts/bison/README.md  | 30 ++++++++++++++++++------------
 2 files changed, 23 insertions(+), 12 deletions(-)

diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 4a36d93..1e97232 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -14,6 +14,11 @@ keywords:
   - cost-management
 maintainers:
   - name: Bison Team
+annotations:
+  org.opencontainers.image.source: https://github.com/SuperMarioYL/Bison
+  org.opencontainers.image.description: "Bison Helm Chart - GPU资源计费与多租户管理平台"
+  org.opencontainers.image.documentation: https://bison.lei6393.com
+  org.opencontainers.image.usage: "helm install my-bison oci://ghcr.io/supermarioyl/charts/bison --version VERSION"
 # Dependencies are installed separately:
 # - Capsule: helm install capsule projectcapsule/capsule -n capsule-system --create-namespace
 # - OpenCost: helm install opencost opencost/opencost -n opencost --create-namespace
diff --git a/deploy/charts/bison/README.md b/deploy/charts/bison/README.md
index 59bc116..49c31f2 100644
--- a/deploy/charts/bison/README.md
+++ b/deploy/charts/bison/README.md
@@ -2,6 +2,12 @@
 
 Kubernetes-based GPU Resource Billing and Scheduling Platform
 
+## ⚠️ 重要提示 / Important Notice
+
+**这是一个 Helm Chart，请使用 `helm` 命令安装，而不是 `docker pull`！**
+
+**This is a Helm Chart. Use `helm` command to install, NOT `docker pull`!**
+
 ## Installation
 
 **Requirements:**
@@ -14,15 +20,15 @@ Install directly from GitHub Container Registry using OCI format:
 
 ```bash
 # Install specific version
-helm install my-bison oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install my-bison oci://ghcr.io/supermarioyl/charts/bison --version 0.0.9
 
 # Or pull first, then install
-helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
-helm install my-bison bison-0.0.2.tgz
+helm pull oci://ghcr.io/supermarioyl/charts/bison --version 0.0.9
+helm install my-bison bison-0.0.9.tgz
 
 # With custom configuration
-helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
-  --version 0.0.2 \
+helm install my-bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.9 \
   --namespace bison-system \
   --create-namespace \
   --set opencost.url=http://opencost.opencost-system.svc:9003 \
@@ -31,7 +37,7 @@ helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
 
 **Why GHCR OCI Format?**
 - ✅ No separate Helm repository needed
-- ✅ Unified with Docker images in GHCR
+- ✅ Unified storage with Docker images in GHCR
 - ✅ Faster installation
 - ✅ Modern Helm 3.8+ standard
 
@@ -41,10 +47,10 @@ Download the chart from [GitHub Releases](https://github.com/SuperMarioYL/Bison/
 
 ```bash
 # Download from release page
-wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
+wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.9/bison-0.0.9.tgz
 
 # Install
-helm install my-bison bison-0.0.2.tgz \
+helm install my-bison bison-0.0.9.tgz \
   --namespace bison-system \
   --create-namespace
 ```
@@ -75,7 +81,7 @@ See [values.yaml](./values.yaml) for all configuration options.
 ### Basic Configuration
 
 ```bash
-helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
+helm install my-bison oci://ghcr.io/supermarioyl/charts/bison \
   --set apiServer.replicas=2 \
   --set webUI.replicas=2
 ```
@@ -83,11 +89,11 @@ helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
 ## Uninstall
 
 ```bash
-helm uninstall my-bison
+helm uninstall my-bison -n bison-system
 ```
 
 ## More Information
 
-- [Project Homepage](https://supermarioyl.github.io/Bison/)
-- [Documentation](https://supermarioyl.github.io/Bison/docs/)
+- [Project Homepage](https://bison.lei6393.com)
+- [Documentation](https://bison.lei6393.com/docs/)
 - [GitHub Repository](https://github.com/SuperMarioYL/Bison)

From b3c547e36ac95b4c322008958d06d89659c9cdad Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Mon, 29 Dec 2025 10:01:42 +0800
Subject: [PATCH 20/44] add docs

---
 .github/workflows/release.yml                 |  63 +++
 deploy/charts/bison/Chart.yaml                |   4 +-
 web-ui/package.json                           |   2 +-
 .../current/architecture.md                   | 418 ++++++++++++++++++
 .../current/configuration.md                  | 361 +++++++++++++++
 .../current/features.md                       | 195 ++++++++
 .../current/installation.md                   | 316 +++++++++++++
 .../current/user-guides/_category_.json       |   8 +
 .../current/user-guides/admin.md              | 176 ++++++++
 .../current/user-guides/developer.md          | 187 ++++++++
 .../current/user-guides/team-leader.md        | 126 ++++++
 .../docusaurus-theme-classic/footer.json      |  14 +-
 .../docusaurus-theme-classic/navbar.json      |   2 +-
 13 files changed, 1861 insertions(+), 11 deletions(-)
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/architecture.md
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/configuration.md
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/features.md
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/installation.md
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/_category_.json
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/admin.md
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/developer.md
 create mode 100644 website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/team-leader.md

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index b8d6034..394f0a7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -229,6 +229,69 @@ jobs:
           prerelease: false
           token: ${{ secrets.GITHUB_TOKEN }}
 
+  commit-versions:
+    name: Commit Version Updates to Main
+    runs-on: ubuntu-latest
+    needs: [prepare, create-release]
+    permissions:
+      contents: write
+
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          ref: main
+          fetch-depth: 0
+
+      - name: Download updated files
+        uses: actions/download-artifact@v4
+        with:
+          name: updated-files
+          path: .
+
+      - name: Configure Git
+        run: |
+          git config user.name "github-actions[bot]"
+          git config user.email "github-actions[bot]@users.noreply.github.com"
+
+      - name: Commit and push version updates
+        run: |
+          VERSION=${{ needs.prepare.outputs.version }}
+
+          # Check if there are changes to commit
+          if git diff --quiet deploy/charts/bison/Chart.yaml web-ui/package.json; then
+            echo "⚠️  No changes to commit"
+            exit 0
+          fi
+
+          git add deploy/charts/bison/Chart.yaml
+          git add web-ui/package.json
+
+          git commit -m "chore: bump version to ${VERSION} [skip ci]
+
+          Auto-updated version files from release ${GITHUB_REF}
+
+          - Updated Chart.yaml version to ${VERSION}
+          - Updated package.json version to ${VERSION}"
+
+          git push origin HEAD:main
+
+          echo "✅ Version updates committed to main branch"
+
+      - name: Summary
+        run: |
+          VERSION=${{ needs.prepare.outputs.version }}
+          echo "## Version Update Summary" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "**Version**: ${VERSION}" >> $GITHUB_STEP_SUMMARY
+          echo "**Release**: ${GITHUB_REF}" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "✅ **Status**: Version files committed to main branch" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "**Updated files**:" >> $GITHUB_STEP_SUMMARY
+          echo "- \`deploy/charts/bison/Chart.yaml\`" >> $GITHUB_STEP_SUMMARY
+          echo "- \`web-ui/package.json\`" >> $GITHUB_STEP_SUMMARY
+
   publish-helm-repo:
     name: Publish to Helm Repository (GHCR)
     runs-on: ubuntu-latest
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 1e97232..4bdba29 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.1
-appVersion: "0.0.1"
+version: 0.0.10
+appVersion: "0.0.10"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 1d4bdd1..3b73a5c 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.1",
+  "version": "0.0.10",
   "private": true,
   "scripts": {
     "dev": "vite",
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/architecture.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/architecture.md
new file mode 100644
index 0000000..9b467ec
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/architecture.md
@@ -0,0 +1,418 @@
+---
+sidebar_position: 5
+---
+
+# 架构
+
+本文档提供 Bison 架构的技术概览，采用高内聚、低耦合的设计原则，以保证可维护性和可扩展性。
+
+## 系统概览
+
+### 高层架构
+
+```mermaid
+graph TB
+    subgraph PRESENT[展示层]
+        WEB[Web UI<br/>React 18 + Ant Design 5]
+        CLI[kubectl / API Client]
+    end
+
+    subgraph GATEWAY[API 网关层]
+        GW[API Server<br/>Go + Gin Framework]
+        AUTH[Auth Middleware<br/>JWT + OIDC]
+    end
+
+    subgraph BUSINESS[业务逻辑层]
+        TS[Tenant Service<br/>团队与项目 CRUD]
+        BS[Billing Service<br/>成本计算]
+        BLS[Balance Service<br/>钱包管理]
+        QS[Quota Service<br/>资源限制]
+        AS[Alert Service<br/>通知]
+        RS[Report Service<br/>分析]
+    end
+
+    subgraph INTEGRATION[集成层]
+        K8S[Kubernetes Client<br/>client-go]
+        OCC[OpenCost Client<br/>REST API]
+        PC[Prometheus Client<br/>PromQL]
+    end
+
+    subgraph EXTERNAL[外部系统]
+        KAPI[Kubernetes API]
+        CAP[Capsule Controller]
+        OC[OpenCost]
+        PROM[Prometheus]
+    end
+
+    subgraph DATA[数据层]
+        CM[ConfigMaps<br/>持久化存储]
+    end
+
+    WEB --> GW
+    CLI --> GW
+    GW --> AUTH
+    AUTH --> TS & BS & BLS & QS & AS & RS
+
+    TS --> K8S
+    BS --> OCC
+    BLS --> K8S
+    QS --> K8S
+    RS --> OCC & PC
+
+    K8S --> KAPI
+    K8S --> CAP
+    OCC --> OC
+    PC --> PROM
+
+    TS & BLS --> CM
+    KAPI --> CM
+```
+
+### 设计原则
+
+| 原则 | 实现方式 |
+|-----------|----------------|
+| **高内聚** | 每个服务处理单一领域（计费、配额、告警） |
+| **低耦合** | 服务之间通过明确定义的接口通信 |
+| **无状态 API** | 所有状态持久化到 Kubernetes ConfigMaps |
+| **云原生** | 利用 Kubernetes 原语实现高可用和扩展 |
+| **零数据库** | ConfigMaps 消除了外部数据库依赖 |
+
+## 架构层次
+
+Bison 遵循分层架构模式：
+
+### 1. 展示层
+- **Web UI**: React 18 + TypeScript + Ant Design 5
+- **API Client**: REST API 用于外部集成
+
+### 2. API 网关层
+- **API Server**: Go + Gin 框架
+- **认证**: JWT 和 OIDC 支持
+- **中间件**: 日志、恢复、CORS 处理
+
+### 3. 业务逻辑层
+- **Tenant Service**: 团队和项目管理
+- **Billing Service**: 成本计算和聚合
+- **Balance Service**: 钱包管理和自动扣费
+- **Quota Service**: 资源限制执行
+- **Alert Service**: 多渠道通知
+- **Report Service**: 分析和导出
+
+### 4. 集成层
+- **Kubernetes Client**: client-go 用于 K8s API 交互
+- **OpenCost Client**: REST API 用于成本数据
+- **Prometheus Client**: PromQL 查询指标
+
+### 5. 数据层
+- **ConfigMaps**: 余额、计费配置和元数据的持久化存储
+- **etcd**: 通过 Kubernetes ConfigMaps 作为后端存储
+
+## 核心组件
+
+### API Server
+
+API Server 是处理所有 HTTP 请求的核心组件：
+
+**技术栈：**
+- Go 1.24+
+- Gin web 框架
+- client-go 用于 Kubernetes API
+
+**关键职责：**
+- 提供 REST API 端点
+- 认证和授权
+- 请求路由和中间件
+- 后台任务调度
+
+**端点：**
+```
+/api/v1/teams          - 团队管理
+/api/v1/projects       - 项目管理
+/api/v1/billing        - 计费配置
+/api/v1/balance        - 余额操作
+/api/v1/stats          - 统计和报告
+```
+
+### Web UI
+
+基于 React 的单页应用：
+
+**技术栈：**
+- React 18
+- TypeScript
+- Vite（构建工具）
+- Ant Design 5
+- ECharts（可视化）
+- React Query（状态管理）
+
+**功能：**
+- 实时指标仪表板
+- 团队和项目管理
+- 计费配置
+- 余额监控
+- 使用报告和导出
+
+### Billing Service
+
+基于资源使用计算成本：
+
+**数据流：**
+```mermaid
+sequenceDiagram
+    participant S as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant K8S as Kubernetes
+
+    S->>BS: 触发计费（每 10 分钟）
+    BS->>OC: 查询团队成本
+    OC-->>BS: 返回使用数据
+    BS->>BS: 计算成本
+    BS->>BLS: 从余额扣除
+    BLS->>K8S: 更新 ConfigMap
+    BLS-->>BS: 确认
+    BS->>AS: 检查阈值
+    alt 余额不足
+        AS->>Webhook: 发送告警
+    end
+```
+
+**计费公式：**
+```
+总成本 = (CPU_核数 × CPU_价格 × 小时) +
+        (内存_GB × 内存_价格 × 小时) +
+        (GPU_数量 × GPU_价格 × 小时)
+```
+
+### Balance Service
+
+管理团队钱包和自动扣费：
+
+**功能：**
+- 实时余额追踪
+- 基于使用量自动扣费
+- 充值操作
+- 交易历史
+- 余额耗尽时自动暂停
+
+**存储：**
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: bison-team-balances
+  namespace: bison-system
+data:
+  ml-team: "1523.45"
+  data-team: "890.12"
+  dev-team: "2100.00"
+```
+
+### Tenant Service
+
+管理团队（Capsule Tenants）和项目（Namespaces）：
+
+**功能：**
+- 创建/删除团队
+- 分配资源配额
+- 配置节点池（共享/独占）
+- 管理团队元数据
+
+**Capsule 集成：**
+```yaml
+apiVersion: capsule.clastix.io/v1beta1
+kind: Tenant
+metadata:
+  name: ml-team
+spec:
+  owners:
+  - name: team-leader
+    kind: User
+  resourceQuota:
+    items:
+    - hard:
+        cpu: "20"
+        memory: 64Gi
+        nvidia.com/gpu: "4"
+```
+
+## 数据流
+
+### 团队创建流程
+
+```mermaid
+sequenceDiagram
+    participant U as Admin
+    participant API as API Server
+    participant TS as Tenant Service
+    participant K8S as Kubernetes
+    participant CAP as Capsule
+
+    U->>API: POST /api/v1/teams
+    API->>TS: CreateTeam(name, quota, balance)
+    TS->>CAP: 创建 Tenant
+    CAP-->>TS: Tenant 已创建
+    TS->>K8S: 创建 ConfigMap（余额）
+    K8S-->>TS: ConfigMap 已创建
+    TS-->>API: 成功
+    API-->>U: 201 Created
+```
+
+### 计费周期流程
+
+```mermaid
+sequenceDiagram
+    participant SCH as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant AS as Alert Service
+
+    loop 每 10 分钟
+        SCH->>BS: 触发计费计算
+        BS->>OC: 查询成本（最近 10 分钟）
+        OC-->>BS: 返回使用指标
+        BS->>BS: 计算总成本
+        BS->>BLS: 从余额扣除成本
+        BLS->>BLS: 更新余额
+        BLS-->>BS: 余额已更新
+        BS->>AS: 检查余额阈值
+        alt 余额 < 20%
+            AS->>AS: 发送低余额告警
+        end
+        alt 余额 <= 0
+            AS->>BS: 暂停团队工作负载
+        end
+    end
+```
+
+## 集成点
+
+### Kubernetes 集成
+
+Bison 与 Kubernetes 深度集成：
+
+- **Capsule Tenants** 用于多租户
+- **ResourceQuotas** 用于限制执行
+- **Namespaces** 用于项目隔离
+- **ConfigMaps** 用于数据持久化
+- **RBAC** 用于访问控制
+
+### OpenCost 集成
+
+通过 OpenCost API 实现实时成本追踪：
+
+```bash
+# 查询团队成本
+GET /allocation/compute?window=10m&aggregate=namespace&filter=namespace:ml-team
+
+# 响应
+{
+  "ml-team": {
+    "cpuCost": 0.25,
+    "memCost": 0.10,
+    "gpuCost": 4.17,
+    "totalCost": 4.52
+  }
+}
+```
+
+### Prometheus 集成
+
+指标收集用于监控：
+
+- 资源利用率指标
+- 成本指标
+- 余额指标
+- 告警指标
+
+## 部署架构
+
+### 高可用设置
+
+```mermaid
+graph TB
+    subgraph K8S[Kubernetes 集群]
+        subgraph NS1[bison-system 命名空间]
+            API1[API Server Pod 1]
+            API2[API Server Pod 2]
+            WEB1[Web UI Pod 1]
+            WEB2[Web UI Pod 2]
+        end
+
+        subgraph NS2[opencost-system 命名空间]
+            OC[OpenCost]
+        end
+
+        subgraph NS3[prometheus-system 命名空间]
+            PROM[Prometheus]
+        end
+
+        LB[LoadBalancer]
+    end
+
+    LB --> API1 & API2
+    LB --> WEB1 & WEB2
+    API1 & API2 --> OC
+    OC --> PROM
+```
+
+### 资源要求
+
+**最低配置：**
+- API Server: 200m CPU，256Mi 内存
+- Web UI: 100m CPU，128Mi 内存
+
+**推荐配置（生产环境）：**
+- API Server: 1000m CPU，512Mi 内存（2 个副本）
+- Web UI: 500m CPU，256Mi 内存（2 个副本）
+
+## 安全模型
+
+### 认证
+- 基于 JWT token 的认证
+- OIDC/SSO 集成
+- 管理员用户管理
+
+### 授权
+- Kubernetes RBAC 集成
+- 基于角色的访问控制
+- 团队范围的权限
+
+### 数据安全
+- 所有数据静态加密（etcd 加密）
+- API 通信使用 TLS
+- 通过 Kubernetes Secrets 管理密钥
+
+## 技术栈
+
+### 后端
+- **语言**: Go 1.24+
+- **框架**: Gin
+- **Kubernetes 客户端**: client-go
+- **配置**: Viper
+- **日志**: Logrus
+
+### 前端
+- **框架**: React 18
+- **语言**: TypeScript
+- **UI 库**: Ant Design 5
+- **构建工具**: Vite
+- **状态管理**: React Query
+- **图表**: ECharts
+
+### 基础设施
+- **平台**: Kubernetes 1.22+
+- **多租户**: Capsule
+- **成本追踪**: OpenCost
+- **指标**: Prometheus
+- **存储**: ConfigMaps（etcd）
+
+## 下一步
+
+- [安装指南](installation.md) - 部署 Bison
+- [配置](configuration.md) - 配置计费
+- [用户指南](user-guides/admin.md) - 学习使用 Bison
+- [功能特性](features.md) - 探索功能
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/configuration.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/configuration.md
new file mode 100644
index 0000000..e8d7e4f
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/configuration.md
@@ -0,0 +1,361 @@
+---
+sidebar_position: 6
+---
+
+# 配置
+
+本指南介绍如何根据您的特定环境和需求配置 Bison。
+
+## Helm Chart 配置
+
+Bison 主要通过 Helm values 进行配置。您可以通过提供 `values.yaml` 文件或使用 `--set` 参数来自定义安装。
+
+### 关键配置参数
+
+| 参数 | 描述 | 默认值 | 示例 |
+|-----------|-------------|---------|---------|
+| `auth.enabled` | 启用认证 | `false` | `true` |
+| `auth.admin.username` | 管理员用户名 | `admin` | `admin` |
+| `auth.admin.password` | 管理员密码 | `admin` | `changeme` |
+| `apiServer.replicaCount` | API Server 副本数 | `2` | `3` |
+| `apiServer.image.repository` | API Server 镜像 | `ghcr.io/supermarioyl/bison/api-server` | - |
+| `apiServer.image.tag` | API Server 镜像标签 | `0.0.1` | `latest` |
+| `webUI.replicaCount` | Web UI 副本数 | `2` | `3` |
+| `webUI.image.repository` | Web UI 镜像 | `ghcr.io/supermarioyl/bison/web-ui` | - |
+| `webUI.image.tag` | Web UI 镜像标签 | `0.0.1` | `latest` |
+| `opencost.url` | OpenCost API 端点 | `http://opencost.opencost-system.svc:9003` | 自定义 URL |
+
+### 自定义 Values 示例
+
+创建一个 `custom-values.yaml` 文件：
+
+```yaml
+# 认证
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: MySecurePassword123
+
+# API Server
+apiServer:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 200m
+      memory: 256Mi
+    limits:
+      cpu: 1000m
+      memory: 512Mi
+
+# Web UI
+webUI:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 100m
+      memory: 128Mi
+    limits:
+      cpu: 500m
+      memory: 256Mi
+
+# OpenCost 集成
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# 节点选择（可选）
+nodeSelector:
+  node-role.kubernetes.io/control-plane: ""
+
+# 容忍度（可选）
+tolerations:
+  - key: node-role.kubernetes.io/control-plane
+    operator: Exists
+    effect: NoSchedule
+```
+
+使用自定义 values 安装：
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --values custom-values.yaml
+```
+
+## 计费配置
+
+计费设置在安装后通过 Web UI 或 API 进行配置。
+
+### 访问计费配置
+
+1. **通过 Web UI：**
+   - 导航到 **设置** > **计费配置**
+   - 设置 CPU、内存、GPU 和其他资源的价格
+   - 配置货币和计费周期
+
+2. **通过 API：**
+   ```bash
+   curl -X POST http://localhost:8080/api/v1/billing/config \
+     -H "Content-Type: application/json" \
+     -d '{
+       "enabled": true,
+       "currency": "USD",
+       "pricing": {
+         "cpu": 0.05,
+         "memory": 0.01,
+         "nvidia.com/gpu": 2.50
+       },
+       "billingInterval": "hourly"
+     }'
+   ```
+
+### 计费参数
+
+| 参数 | 描述 | 示例 |
+|-----------|-------------|---------|
+| `enabled` | 启用/禁用计费 | `true` |
+| `currency` | 计费货币 | `USD`, `CNY`, `EUR` |
+| `pricing.cpu` | CPU 价格（每核心小时） | `0.05` |
+| `pricing.memory` | 内存价格（每 GB 小时） | `0.01` |
+| `pricing["nvidia.com/gpu"]` | GPU 价格（每 GPU 小时） | `2.50` |
+| `billingInterval` | 计费聚合周期 | `hourly`, `daily` |
+| `lowBalanceThreshold` | 警告阈值（%） | `20` |
+| `suspendThreshold` | 自动暂停阈值（%） | `5` |
+
+### 计费配置示例
+
+```json
+{
+  "enabled": true,
+  "currency": "USD",
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "nvidia.com/mig-1g.5gb": 0.50,
+    "nvidia.com/mig-2g.10gb": 1.00
+  },
+  "billingInterval": "hourly",
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## 团队配置
+
+### 创建团队
+
+团队可以通过 Web UI 或 API 创建：
+
+**通过 Web UI：**
+1. 导航到 **团队** 页面
+2. 点击 **创建团队**
+3. 设置团队名称、配额和初始余额
+
+**通过 API：**
+```bash
+curl -X POST http://localhost:8080/api/v1/teams \
+  -H "Content-Type: application/json" \
+  -d '{
+    "name": "ml-team",
+    "description": "Machine Learning Team",
+    "quota": {
+      "cpu": "20",
+      "memory": "64Gi",
+      "nvidia.com/gpu": "4"
+    },
+    "balance": 1000.00
+  }'
+```
+
+### 团队配额
+
+团队配额定义资源限制：
+
+```yaml
+quota:
+  cpu: "20"              # 20 个 CPU 核心
+  memory: "64Gi"         # 64 GB 内存
+  nvidia.com/gpu: "4"    # 4 个 GPU
+  storage: "500Gi"       # 500 GB 存储
+```
+
+### 团队余额管理
+
+设置初始余额并配置自动充值：
+
+```json
+{
+  "balance": 1000.00,
+  "autoRecharge": {
+    "enabled": true,
+    "amount": 500.00,
+    "schedule": "monthly",
+    "threshold": 100.00
+  }
+}
+```
+
+## 告警配置
+
+配置多渠道告警，用于低余额和配额警告。
+
+### Webhook 告警
+
+```json
+{
+  "type": "webhook",
+  "enabled": true,
+  "url": "https://your-webhook-endpoint.com/alerts",
+  "headers": {
+    "Authorization": "Bearer YOUR_TOKEN"
+  },
+  "template": {
+    "title": "Bison Alert",
+    "message": "Team {{.TeamName}} balance is {{.Balance}}"
+  }
+}
+```
+
+### 钉钉告警
+
+```json
+{
+  "type": "dingtalk",
+  "enabled": true,
+  "webhook": "https://oapi.dingtalk.com/robot/send?access_token=YOUR_TOKEN",
+  "secret": "YOUR_SECRET"
+}
+```
+
+### 企业微信告警
+
+```json
+{
+  "type": "wechat",
+  "enabled": true,
+  "corpid": "YOUR_CORP_ID",
+  "corpsecret": "YOUR_CORP_SECRET",
+  "agentid": 1000001
+}
+```
+
+## OpenCost 集成
+
+配置 OpenCost 连接：
+
+### 检查 OpenCost 连通性
+
+```bash
+# 测试 OpenCost API
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+
+# 测试 allocation API
+curl http://localhost:9003/allocation/compute?window=1d
+```
+
+### 更新 OpenCost URL
+
+如果 OpenCost 部署在不同的命名空间或使用不同的服务名称：
+
+```bash
+helm upgrade bison bison/bison \
+  --set opencost.url=http://my-opencost.custom-namespace.svc:9003 \
+  --namespace bison-system
+```
+
+## 认证与 OIDC
+
+启用认证并与您的 SSO 提供商集成：
+
+### 基本认证
+
+```yaml
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: SecurePassword123
+```
+
+### OIDC 集成
+
+```yaml
+auth:
+  enabled: true
+  oidc:
+    enabled: true
+    issuerURL: https://your-oidc-provider.com
+    clientID: bison-client-id
+    clientSecret: your-client-secret
+    redirectURL: https://bison.example.com/callback
+```
+
+## 环境变量
+
+可以通过环境变量提供其他配置：
+
+| 变量 | 描述 | 默认值 |
+|----------|-------------|---------|
+| `KUBECONFIG` | kubeconfig 文件路径 | 集群内配置 |
+| `OPENCOST_URL` | OpenCost API URL | `http://opencost.opencost-system.svc:9003` |
+| `AUTH_ENABLED` | 启用认证 | `false` |
+| `LOG_LEVEL` | 日志级别 | `info` |
+| `BILLING_INTERVAL` | 计费计算间隔 | `10m` |
+
+在 Helm values 中设置环境变量：
+
+```yaml
+apiServer:
+  env:
+    - name: LOG_LEVEL
+      value: debug
+    - name: BILLING_INTERVAL
+      value: 5m
+```
+
+## 高级配置
+
+### 自定义资源定价
+
+为任何 Kubernetes 资源定价：
+
+```json
+{
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "amd.com/gpu": 2.00,
+    "ephemeral-storage": 0.001,
+    "custom.io/fpga": 5.00
+  }
+}
+```
+
+### 多集群支持
+
+在每个集群中部署 Bison，共享计费：
+
+```yaml
+# 集群 A
+apiServer:
+  clusterName: prod-us-west
+
+# 集群 B
+apiServer:
+  clusterName: prod-us-east
+```
+
+## 下一步
+
+- [用户指南](user-guides/admin.md) - 学习如何使用 Bison
+- [架构](architecture.md) - 理解系统设计
+- [功能特性](features.md) - 探索所有功能
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/features.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/features.md
new file mode 100644
index 0000000..fd3be31
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/features.md
@@ -0,0 +1,195 @@
+---
+sidebar_position: 2
+---
+
+# 功能特性
+
+Bison 为 Kubernetes 环境中的 GPU 资源管理、计费和多租户隔离提供了全面的功能套件。
+
+## Bison 实际运行
+
+### 🎯 实时资源仪表板
+
+![Bison Dashboard](/img/ui-dashboard.png)
+
+**您可以看到：**
+- **集群概览** - 一目了然地查看总团队数、项目数、资源池和配额
+- **资源利用率** - 可视化展示哪些团队正在消耗资源
+- **7 天成本趋势** - 历史成本数据，用于识别支出模式
+- **Top 5 成本排名** - 快速识别 GPU 重度使用者
+- **团队预算状态** - 实时余额监控，带有颜色编码的告警
+
+**谁会受益：**
+- **平台管理员** 即时了解集群健康状况和使用模式
+- **财务团队** 可以实时跟踪成本，无需等待月度报告
+- **团队负责人** 可以将自己的使用情况与其他团队进行比较
+
+---
+
+### 💼 团队管理与预算监控
+
+![Team Management](/img/ui-team.png)
+
+**您可以看到：**
+- **团队列表** 带有实时状态指示器：
+  - 🟢 绿色余额 = 预算健康
+  - 🟡 黄色余额 = 接近阈值
+  - 🔴 红色余额 = 余额不足或已暂停
+- **资源分配** - 每个团队的 CPU/内存/GPU 配额（例如，"cpu 0/10" 表示已分配 10 个中使用了 0 个）
+- **项目计数** - 每个团队下的命名空间/项目数量
+- **快速操作** - 一键编辑配额、充值余额或删除团队
+
+**谁会受益：**
+- **团队负责人** 一目了然地监控他们的预算状态和资源使用情况
+- **管理员** 从单一统一视图管理多个团队
+- **财务团队** 查看哪些团队需要充值
+
+---
+
+### 💰 灵活的计费配置
+
+![Billing Configuration](/img/ui-billing.png)
+
+**您可以看到：**
+- **按资源定价** - 为 CPU（每核心小时）、内存（每 GB 小时）、GPU（每 GPU 小时）设置自定义价格
+- **货币选择** - 支持 CNY、USD、EUR 等货币
+- **启用/禁用开关** - 一键打开或关闭特定资源的计费
+- **计费规则** - 定义资源计量方式（每小时、每天等）
+- **告警阈值** - 配置何时发送低余额警告
+
+**谁会受益：**
+- **财务团队** 将云成本与内部退款政策对齐
+- **管理员** 根据实际硬件成本调整定价
+- **预算管理者** 设置适当的警告阈值以防止超支
+
+---
+
+## 核心能力
+
+### 多租户管理
+✅ **Capsule 驱动的隔离** - 使用 Kubernetes 原生 Capsule operator 实现真正的多租户
+✅ **OIDC 集成** - 企业 SSO 支持认证
+✅ **基于团队的访问控制** - 管理每个团队的用户、角色和权限
+✅ **共享与独占节点池** - 灵活的资源分配策略
+
+### 实时计费
+✅ **基于使用量的计费** - 基于实际资源消耗的准确成本追踪
+✅ **可配置定价** - 为 CPU、内存、GPU 和任何 Kubernetes 资源设置自定义费率
+✅ **多货币支持** - CNY、USD、EUR 等
+✅ **计费规则引擎** - 定义自定义计费逻辑和聚合周期
+
+### 动态资源配额
+✅ **团队级配额** - CPU、内存、GPU、存储和自定义资源
+✅ **命名空间配额** - 团队内的项目级资源限制
+✅ **自动执行** - Kubernetes 原生配额执行
+✅ **配额告警** - 接近限制时的通知
+
+### 团队余额与钱包系统
+✅ **预付费余额** - 团队钱包实时扣费
+✅ **自动扣费** - 基于资源使用的自动计费
+✅ **余额阈值** - 可配置的警告和暂停级别
+✅ **交易历史** - 所有余额变更的完整审计跟踪
+
+### 自动充值
+✅ **定时充值** - 每周或每月自动充值
+✅ **自定义金额** - 每个团队的灵活充值金额
+✅ **充值通知** - 余额增加时通知团队
+
+### 余额告警
+✅ **多渠道通知** - Webhook、钉钉、微信、邮件
+✅ **可配置阈值** - 设置警告级别（例如 20%、10%、5%）
+✅ **自动暂停** - 余额耗尽时自动暂停工作负载
+✅ **自定义模板** - 自定义告警消息
+
+### 使用报告
+✅ **团队分析** - 团队级成本细分和趋势
+✅ **项目分析** - 命名空间级资源消耗
+✅ **导出功能** - CSV、Excel、PDF 报告
+✅ **历史数据** - 30/60/90 天成本分析
+
+### 审计日志
+✅ **完整操作历史** - 跟踪所有管理操作
+✅ **用户归属** - 谁在何时做了什么
+✅ **资源变更** - 跟踪配额、余额和配置变更
+✅ **合规就绪** - 满足内部审计要求
+
+---
+
+## 架构亮点
+
+Bison 的架构设计简单、可扩展，且无外部依赖。
+
+```mermaid
+graph TB
+    subgraph USER_LAYER[用户层]
+        UI[Web UI<br/>React + Ant Design]
+        API[REST API<br/>Go + Gin]
+    end
+
+    subgraph CORE[核心服务]
+        BS[Billing Service]
+        TS[Tenant Service]
+        QS[Quota Service]
+    end
+
+    subgraph K8S[Kubernetes 层]
+        CA[Capsule<br/>多租户]
+        OC[OpenCost<br/>成本追踪]
+        PR[Prometheus<br/>指标]
+    end
+
+    subgraph DATA[数据层]
+        CM[ConfigMaps<br/>零数据库]
+    end
+
+    UI --> API
+    API --> BS & TS & QS
+    BS --> OC
+    TS --> CA
+    QS --> CA
+    BS & TS --> CM
+    OC --> PR
+```
+
+### 关键架构优势
+
+- **零外部依赖** - 所有数据存储在 Kubernetes ConfigMaps（etcd 支持）
+- **云原生** - 基于 Kubernetes 原语构建，实现最大可移植性
+- **可扩展** - 无状态 API Server 可以水平扩展
+- **安全** - Kubernetes RBAC 集成和可选认证
+- **可观测** - Prometheus 指标和结构化日志
+- **可扩展** - 用于自定义计费规则和告警的插件架构
+
+---
+
+## 集成点
+
+### OpenCost 集成
+Bison 利用 [OpenCost](https://www.opencost.io/) 进行实时成本追踪：
+- 按 pod、按命名空间、按团队的成本可见性
+- GPU 利用率指标
+- 历史成本数据和趋势
+- 与 Prometheus 集成以收集指标
+
+### Capsule 集成
+Bison 使用 [Capsule](https://capsule.clastix.io/) 实现多租户：
+- 基于团队的租户隔离
+- 命名空间配额执行
+- 网络和安全策略
+- OIDC/SSO 集成
+
+### Prometheus 集成
+指标收集和监控：
+- 资源利用率追踪
+- 自定义计费指标
+- 告警规则评估
+- 历史数据保留
+
+---
+
+## 下一步
+
+- [安装指南](installation.md) - 在您的集群中部署 Bison
+- [用户指南](user-guides/admin.md) - 学习如何使用 Bison
+- [架构](architecture.md) - 深入了解系统设计
+- [配置](configuration.md) - 配置计费和设置
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/installation.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/installation.md
new file mode 100644
index 0000000..55dae7f
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/installation.md
@@ -0,0 +1,316 @@
+---
+sidebar_position: 3
+---
+
+# 安装指南
+
+本指南提供在 Kubernetes 集群中安装 Bison 的详细说明。
+
+## 前置要求
+
+在安装 Bison 之前，请确保您具备：
+
+- **Kubernetes 1.22+** - 正在运行的 Kubernetes 集群
+- **kubectl** - 已配置为访问您的集群
+- **Helm 3.0+** - Kubernetes 包管理器
+- **Capsule Operator v0.1.0+** - 用于多租户隔离
+- **OpenCost** - 已与 Prometheus 一起部署用于成本追踪
+
+### 安装前置组件
+
+如果您还没有安装所需的组件：
+
+#### 安装 Capsule
+
+```bash
+# 使用 Helm
+helm repo add projectcapsule https://projectcapsule.github.io/charts
+helm install capsule projectcapsule/capsule \
+  --namespace capsule-system \
+  --create-namespace
+```
+
+#### 安装 OpenCost
+
+```bash
+# 使用 Helm
+helm repo add opencost https://opencost.github.io/opencost-helm-chart
+helm install opencost opencost/opencost \
+  --namespace opencost-system \
+  --create-namespace \
+  --set prometheus.internal.serviceName=prometheus-server \
+  --set prometheus.internal.namespaceName=prometheus-system
+```
+
+## 安装方法
+
+Bison Helm charts 通过 **GitHub Container Registry (GHCR)** 使用现代 OCI 格式分发。
+
+**要求：**
+- Helm >= 3.8.0（用于 OCI 支持）
+- Kubernetes >= 1.22
+
+### 方式 A：从 GHCR 安装（推荐）
+
+从 GitHub Container Registry 直接安装 Bison 是最简单的方法：
+
+```bash
+# 从 GHCR 安装特定版本
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace
+
+# 或先拉取 chart，然后安装
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install bison bison-0.0.2.tgz \
+  --namespace bison-system \
+  --create-namespace
+
+# 自定义安装
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true \
+  --set apiServer.image.tag=0.0.2 \
+  --set webUI.image.tag=0.0.2
+```
+
+**为什么使用 GHCR OCI 格式？**
+- ✅ 无需维护单独的 Helm 仓库
+- ✅ 在 GHCR 中与 Docker 镜像统一
+- ✅ 更快的安装速度（直接从注册表拉取）
+- ✅ 现代 Helm 3.8+ 标准实践
+
+### 方式 B：从 GitHub Release 安装
+
+从 GitHub Releases 下载特定版本：
+
+```bash
+# 下载 Helm chart
+VERSION=0.0.2
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# 安装 chart
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### 方式 C：从源码安装
+
+克隆并从源码构建：
+
+```bash
+# 克隆仓库
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# 安装依赖并构建
+make install-deps
+make build
+
+# 使用 Helm 部署
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+## 配置选项
+
+Bison 可以使用 Helm values 进行配置。以下是关键配置选项：
+
+### 基本配置
+
+```yaml
+# values.yaml
+apiServer:
+  image:
+    repository: ghcr.io/supermarioyl/bison/api-server
+    tag: 0.0.1
+  replicas: 2
+
+webUI:
+  image:
+    repository: ghcr.io/supermarioyl/bison/web-ui
+    tag: 0.0.1
+  replicas: 2
+
+# OpenCost URL
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# 认证
+auth:
+  enabled: false
+```
+
+### 自定义配置示例
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set apiServer.replicas=3 \
+  --set webUI.replicas=3 \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true
+```
+
+## 验证安装
+
+安装后，验证所有组件是否正在运行：
+
+```bash
+# 检查 pod 状态
+kubectl get pods -n bison-system
+
+# 预期输出：
+# NAME                              READY   STATUS    RESTARTS   AGE
+# bison-api-server-xxxxxxxxx-xxxxx  1/1     Running   0          2m
+# bison-webui-xxxxxxxxx-xxxxx       1/1     Running   0          2m
+
+# 检查服务
+kubectl get svc -n bison-system
+
+# 检查日志
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl logs -n bison-system deployment/bison-webui
+```
+
+## 访问平台
+
+### 端口转发（开发环境）
+
+```bash
+# 端口转发 Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# 访问 http://localhost:3000
+```
+
+### Ingress（生产环境）
+
+对于生产部署，配置 Ingress：
+
+```yaml
+# ingress.yaml
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: bison-ingress
+  namespace: bison-system
+  annotations:
+    kubernetes.io/ingress.class: nginx
+spec:
+  rules:
+  - host: bison.example.com
+    http:
+      paths:
+      - path: /
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-webui
+            port:
+              number: 80
+      - path: /api
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-api-server
+            port:
+              number: 8080
+```
+
+应用 Ingress：
+
+```bash
+kubectl apply -f ingress.yaml
+```
+
+## Docker 镜像
+
+Bison 镜像可在 GitHub Container Registry 上获取：
+
+```bash
+# 拉取镜像
+docker pull ghcr.io/supermarioyl/bison/api-server:0.0.1
+docker pull ghcr.io/supermarioyl/bison/web-ui:0.0.1
+
+# 或使用 latest
+docker pull ghcr.io/supermarioyl/bison/api-server:latest
+docker pull ghcr.io/supermarioyl/bison/web-ui:latest
+```
+
+**支持的平台：**
+- `linux/amd64`
+- `linux/arm64`
+
+## 升级
+
+将 Bison 升级到新版本：
+
+```bash
+# 更新 Helm 仓库
+helm repo update
+
+# 升级到最新版本
+helm upgrade bison bison/bison --namespace bison-system
+
+# 或升级到特定版本
+helm upgrade bison bison/bison --version 0.0.2 --namespace bison-system
+```
+
+## 卸载
+
+完全删除 Bison：
+
+```bash
+# 卸载 Helm release
+helm uninstall bison --namespace bison-system
+
+# 删除命名空间（可选）
+kubectl delete namespace bison-system
+```
+
+## 故障排查
+
+### Pod 无法启动
+
+检查 pod 日志以查找错误：
+
+```bash
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl describe pod -n bison-system <pod-name>
+```
+
+### 无法连接到 OpenCost
+
+验证 OpenCost 是否正在运行且可访问：
+
+```bash
+kubectl get svc -n opencost-system
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+
+# 测试端点
+curl http://localhost:9003/healthz
+```
+
+### 认证问题
+
+如果启用了认证，请确保您有正确的凭据：
+
+```bash
+# 默认凭据（生产环境请更改！）
+用户名: admin
+密码: admin
+```
+
+## 下一步
+
+- [配置指南](configuration.md) - 配置计费和设置
+- [用户指南](user-guides/admin.md) - 学习如何使用 Bison
+- [架构](architecture.md) - 理解系统设计
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/_category_.json b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/_category_.json
new file mode 100644
index 0000000..3fbcf22
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/_category_.json
@@ -0,0 +1,8 @@
+{
+  "label": "用户指南",
+  "position": 4,
+  "link": {
+    "type": "generated-index",
+    "description": "基于角色的 Bison 使用指南。"
+  }
+}
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/admin.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/admin.md
new file mode 100644
index 0000000..28d259d
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/admin.md
@@ -0,0 +1,176 @@
+---
+sidebar_position: 1
+---
+
+# 管理员指南
+
+本指南面向部署、配置和管理 Bison 平台的平台管理员。
+
+## 职责
+
+作为平台管理员，您负责：
+
+- ✅ 部署和配置 Bison
+- ✅ 创建和管理团队
+- ✅ 设置全局计费配置
+- ✅ 监控集群范围的指标
+- ✅ 响应告警和充值请求
+
+## 入门
+
+### 1. 部署 Bison
+
+按照[安装指南](../installation.md)在您的 Kubernetes 集群中部署 Bison。
+
+### 2. 配置计费
+
+设置计费规则和定价：
+
+1. 访问 Web UI
+2. 导航到 **设置** > **计费配置**
+3. 配置：
+   - **货币**: USD、CNY、EUR 等
+   - **CPU 价格**: 每核心小时的成本
+   - **内存价格**: 每 GB 小时的成本
+   - **GPU 价格**: 每 GPU 小时的成本
+4. 点击 **保存**
+
+### 3. 创建第一个团队
+
+为您的用户创建团队：
+
+1. 导航到 **团队** 页面
+2. 点击 **创建团队**
+3. 填写：
+   - **团队名称**: 例如 "ml-team"
+   - **描述**: 团队用途
+   - **资源配额**:
+     - CPU: 例如 "20" 核心
+     - 内存: 例如 "64Gi"
+     - GPU: 例如 "4"
+   - **初始余额**: 例如 1000.00
+4. 点击 **创建**
+
+## 常见任务
+
+### 管理团队
+
+#### 查看所有团队
+
+```bash
+# 通过 kubectl
+kubectl get tenants
+
+# 通过 API
+curl http://localhost:8080/api/v1/teams
+```
+
+#### 更新团队配额
+
+1. 导航到 **团队** 页面
+2. 点击团队行上的 **编辑**
+3. 修改配额
+4. 点击 **保存**
+
+#### 充值团队余额
+
+1. 导航到 **团队** 页面
+2. 点击团队行上的 **充值**
+3. 输入金额
+4. 添加备注（可选）
+5. 点击 **确认**
+
+### 监控
+
+#### 查看仪表板
+
+访问实时集群指标：
+- 总团队数和项目数
+- 资源利用率
+- 成本趋势
+- 热门消费者
+- 余额状态
+
+#### 检查告警
+
+监控低余额和配额告警：
+1. 导航到 **告警** 页面
+2. 查看活动告警
+3. 根据需要采取行动
+
+### 计费配置
+
+#### 更新定价
+
+```bash
+curl -X PUT http://localhost:8080/api/v1/billing/config \
+  -H "Content-Type: application/json" \
+  -d '{
+    "pricing": {
+      "cpu": 0.06,
+      "memory": 0.012,
+      "nvidia.com/gpu": 3.00
+    }
+  }'
+```
+
+#### 配置告警阈值
+
+```json
+{
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## 最佳实践
+
+### 团队命名
+- 使用小写字母、数字和连字符
+- 示例：`ml-team`、`data-science`、`dev-team`
+
+### 配额分配
+- 从保守的配额开始
+- 监控 1-2 周的使用情况
+- 根据实际需求调整
+
+### 余额管理
+- 为关键团队设置自动充值
+- 每周监控余额趋势
+- 及时响应低余额告警
+
+### 安全
+- 在生产环境中启用认证
+- 使用 OIDC/SSO 进行企业部署
+- 定期审计用户权限
+
+## 故障排查
+
+### 团队创建失败
+
+检查 Capsule operator 日志：
+```bash
+kubectl logs -n capsule-system deployment/capsule-controller-manager
+```
+
+### 计费无法工作
+
+验证 OpenCost 连接性：
+```bash
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+```
+
+### 高资源使用率
+
+检查资源消耗：
+```bash
+kubectl top pods -n bison-system
+```
+
+## 下一步
+
+- [团队负责人指南](team-leader.md) - 团队负责人指南
+- [开发者指南](developer.md) - 开发者指南
+- [配置](../configuration.md) - 高级配置
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/developer.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/developer.md
new file mode 100644
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--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/developer.md
@@ -0,0 +1,187 @@
+---
+sidebar_position: 3
+---
+
+# 开发者指南
+
+本指南面向在团队项目中部署工作负载和消耗资源的开发者。
+
+## 职责
+
+作为开发者，您负责：
+
+- ✅ 在您的项目中部署应用程序
+- ✅ 监控资源使用情况
+- ✅ 保持在配额限制内
+- ✅ 优化资源消耗
+
+## 入门
+
+### 1. 获取 Kubeconfig
+
+向您的团队负责人或管理员请求 kubeconfig。
+
+### 2. 设置上下文
+
+```bash
+# 将上下文设置为您的项目命名空间
+kubectl config set-context --current --namespace=your-project
+
+# 验证
+kubectl config view --minify | grep namespace
+```
+
+### 3. 检查配额
+
+查看您的可用资源：
+```bash
+kubectl describe quota
+```
+
+## 部署工作负载
+
+### 基本 Pod 部署
+
+```yaml
+apiVersion: v1
+kind: Pod
+metadata:
+  name: gpu-training-job
+  namespace: your-project
+spec:
+  containers:
+  - name: trainer
+    image: your-ml-image:latest
+    resources:
+      requests:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+      limits:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+```
+
+### 使用 Deployments
+
+```yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ml-inference
+  namespace: your-project
+spec:
+  replicas: 2
+  selector:
+    matchLabels:
+      app: ml-inference
+  template:
+    metadata:
+      labels:
+        app: ml-inference
+    spec:
+      containers:
+      - name: inference
+        image: your-inference-image:latest
+        resources:
+          requests:
+            cpu: "2"
+            memory: "8Gi"
+            nvidia.com/gpu: "1"
+```
+
+## 监控使用情况
+
+### 检查 Pod 资源使用情况
+
+```bash
+# 查看资源消耗
+kubectl top pods
+
+# 详细的 pod 信息
+kubectl describe pod <pod-name>
+```
+
+### 查看日志
+
+```bash
+# 流式查看日志
+kubectl logs -f <pod-name>
+
+# 查看之前的日志（如果 pod 重启了）
+kubectl logs --previous <pod-name>
+```
+
+## 最佳实践
+
+### 资源请求和限制
+
+始终指定请求和限制：
+```yaml
+resources:
+  requests:
+    cpu: "2"
+    memory: "8Gi"
+  limits:
+    cpu: "4"
+    memory: "16Gi"
+```
+
+### GPU 使用
+
+- 仅在需要时请求 GPU
+- 将 GPU 用于计算密集型任务
+- 监控 GPU 利用率
+
+### 清理
+
+不再需要时删除资源：
+```bash
+# 删除 pod
+kubectl delete pod <pod-name>
+
+# 删除 deployment
+kubectl delete deployment <deployment-name>
+
+# 清理已完成的 job
+kubectl delete job --field-selector status.successful=1
+```
+
+### 成本优化
+
+- 正确调整资源请求的大小
+- 使用水平 pod 自动扩展
+- 清理空闲资源
+- 在可能的情况下共享 GPU（如果支持）
+
+## 故障排查
+
+### Pod 处于 Pending 状态（配额不足）
+
+如果您的 pod 卡在 `Pending` 状态：
+
+```bash
+kubectl describe pod <pod-name>
+```
+
+查找与配额相关的错误，并减少资源请求或向团队负责人申请更多配额。
+
+### 内存不足 (OOM)
+
+如果 pod 因 OOM 被杀死：
+1. 检查内存使用模式
+2. 增加内存限制
+3. 优化应用程序内存使用
+
+### GPU 不可用
+
+验证 GPU 请求：
+```bash
+kubectl get nodes -o custom-columns=NAME:.metadata.name,GPU:.status.allocatable."nvidia\.com/gpu"
+```
+
+## 下一步
+
+- [团队负责人指南](team-leader.md) - 了解团队管理
+- [架构](../architecture.md) - 了解平台
diff --git a/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/team-leader.md b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/team-leader.md
new file mode 100644
index 0000000..45fd901
--- /dev/null
+++ b/website/i18n/zh-Hans/docusaurus-plugin-content-docs/current/user-guides/team-leader.md
@@ -0,0 +1,126 @@
+---
+sidebar_position: 2
+---
+
+# 团队负责人指南
+
+本指南面向管理项目、监控预算并在团队内分配资源的团队负责人。
+
+## 职责
+
+作为团队负责人，您负责：
+
+- ✅ 创建和管理项目（命名空间）
+- ✅ 为项目分配配额
+- ✅ 监控团队余额和消耗
+- ✅ 在需要时请求充值
+
+## 入门
+
+### 1. 访问 Bison
+
+使用您的凭据登录 Web UI。
+
+### 2. 查看团队仪表板
+
+您的仪表板显示：
+- 团队余额和状态
+- 资源利用率
+- 活动项目
+- 成本趋势
+
+## 管理项目
+
+### 创建项目
+
+1. 导航到 **项目** 页面
+2. 点击 **创建项目**
+3. 填写：
+   - **项目名称**: 例如 "training-ml-models"
+   - **描述**: 项目用途
+   - **配额**（可选）:
+     - CPU: 例如 "8" 核心
+     - 内存: 例如 "32Gi"
+     - GPU: 例如 "2"
+4. 点击 **创建**
+
+### 列出项目
+
+```bash
+# 通过 kubectl（如果您有访问权限）
+kubectl get namespaces -l capsule.clastix.io/tenant=your-team
+
+# 通过 API
+curl http://localhost:8080/api/v1/teams/your-team/projects
+```
+
+### 删除项目
+
+1. 导航到 **项目** 页面
+2. 点击项目行上的 **删除**
+3. 确认删除
+
+**警告**: 这将删除项目中的所有资源！
+
+## 监控预算
+
+### 检查余额
+
+查看您的当前余额：
+1. 导航到 **团队** 页面
+2. 在状态卡片中查看余额
+
+### 查看使用趋势
+
+分析支出模式：
+1. 导航到 **报告** 页面
+2. 选择时间范围（7 天、30 天、90 天）
+3. 查看：
+   - 按资源类型的成本细分
+   - 每日成本趋势
+   - 每个项目的消耗
+
+### 请求充值
+
+当余额不足时：
+1. 点击 **请求充值** 按钮
+2. 输入请求金额
+3. 添加理由说明
+4. 向管理员提交请求
+
+## 资源管理
+
+### 监控配额使用情况
+
+检查您的配额使用了多少：
+```bash
+kubectl describe quota -n your-project
+```
+
+### 优化成本
+
+减少支出的技巧：
+- **合理调整资源大小**: 不要过度配置 CPU/内存
+- **清理空闲 pod**: 删除未使用的工作负载
+- **使用 spot/可抢占实例**: 在适用的情况下
+- **监控 GPU 利用率**: 确保 GPU 被充分利用
+
+## 最佳实践
+
+### 项目组织
+- 为不同的工作负载创建单独的项目
+- 示例：`ml-training`、`ml-inference`、`data-processing`
+
+### 配额分配
+- 根据项目优先级分配配额
+- 为紧急任务保留缓冲
+
+### 成本意识
+- 每周审查成本
+- 识别并消除浪费
+- 设置成本告警
+
+## 下一步
+
+- [开发者指南](developer.md) - 您团队成员的指南
+- [功能特性](../features.md) - 探索所有 Bison 功能
diff --git a/website/i18n/zh-Hans/docusaurus-theme-classic/footer.json b/website/i18n/zh-Hans/docusaurus-theme-classic/footer.json
index 0d82087..923115b 100644
--- a/website/i18n/zh-Hans/docusaurus-theme-classic/footer.json
+++ b/website/i18n/zh-Hans/docusaurus-theme-classic/footer.json
@@ -1,22 +1,22 @@
 {
   "link.title.Docs": {
-    "message": "Docs",
+    "message": "文档",
     "description": "The title of the footer links column with title=Docs in the footer"
   },
   "link.title.Resources": {
-    "message": "Resources",
+    "message": "资源",
     "description": "The title of the footer links column with title=Resources in the footer"
   },
   "link.title.More": {
-    "message": "More",
+    "message": "更多",
     "description": "The title of the footer links column with title=More in the footer"
   },
   "link.item.label.Getting Started": {
-    "message": "Getting Started",
+    "message": "快速开始",
     "description": "The label of footer link with label=Getting Started linking to /docs"
   },
   "link.item.label.Architecture": {
-    "message": "Architecture",
+    "message": "架构",
     "description": "The label of footer link with label=Architecture linking to /docs/architecture"
   },
   "link.item.label.Helm Charts": {
@@ -32,11 +32,11 @@
     "description": "The label of footer link with label=GitHub linking to https://github.com/SuperMarioYL/Bison"
   },
   "link.item.label.Issues": {
-    "message": "Issues",
+    "message": "问题反馈",
     "description": "The label of footer link with label=Issues linking to https://github.com/SuperMarioYL/Bison/issues"
   },
   "copyright": {
-    "message": "Copyright © 2025 Bison Project. Built with Docusaurus.",
+    "message": "Copyright © 2025 Bison 项目。使用 Docusaurus 构建。",
     "description": "The footer copyright"
   }
 }
diff --git a/website/i18n/zh-Hans/docusaurus-theme-classic/navbar.json b/website/i18n/zh-Hans/docusaurus-theme-classic/navbar.json
index 5de3c8a..90c372f 100644
--- a/website/i18n/zh-Hans/docusaurus-theme-classic/navbar.json
+++ b/website/i18n/zh-Hans/docusaurus-theme-classic/navbar.json
@@ -8,7 +8,7 @@
     "description": "The alt text of navbar logo"
   },
   "item.label.Documentation": {
-    "message": "Documentation",
+    "message": "文档",
     "description": "Navbar item with label Documentation"
   },
   "item.label.GitHub": {

From 370c73d52ef4643e142a856f858d83d0fdaa9502 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Mon, 29 Dec 2025 02:06:14 +0000
Subject: [PATCH 21/44] docs: add version 0.0.11 [skip ci]

Auto-generated documentation version from release refs/tags/v0.0.11

- Added version 0.0.11 to versions.json
- Created versioned_docs/version-0.0.11/
- Created versioned_sidebars/version-0.0.11-sidebars.json
---
 .../version-0.0.11/architecture.md            | 418 ++++++++++++++++++
 .../version-0.0.11/configuration.md           | 361 +++++++++++++++
 .../versioned_docs/version-0.0.11/features.md | 195 ++++++++
 .../version-0.0.11/installation.md            | 316 +++++++++++++
 .../versioned_docs/version-0.0.11/intro.md    | 167 +++++++
 .../user-guides/_category_.json               |   8 +
 .../version-0.0.11/user-guides/admin.md       | 176 ++++++++
 .../version-0.0.11/user-guides/developer.md   | 187 ++++++++
 .../version-0.0.11/user-guides/team-leader.md | 126 ++++++
 .../version-0.0.11-sidebars.json              |   8 +
 website/versions.json                         |   1 +
 11 files changed, 1963 insertions(+)
 create mode 100644 website/versioned_docs/version-0.0.11/architecture.md
 create mode 100644 website/versioned_docs/version-0.0.11/configuration.md
 create mode 100644 website/versioned_docs/version-0.0.11/features.md
 create mode 100644 website/versioned_docs/version-0.0.11/installation.md
 create mode 100644 website/versioned_docs/version-0.0.11/intro.md
 create mode 100644 website/versioned_docs/version-0.0.11/user-guides/_category_.json
 create mode 100644 website/versioned_docs/version-0.0.11/user-guides/admin.md
 create mode 100644 website/versioned_docs/version-0.0.11/user-guides/developer.md
 create mode 100644 website/versioned_docs/version-0.0.11/user-guides/team-leader.md
 create mode 100644 website/versioned_sidebars/version-0.0.11-sidebars.json

diff --git a/website/versioned_docs/version-0.0.11/architecture.md b/website/versioned_docs/version-0.0.11/architecture.md
new file mode 100644
index 0000000..dbbe50d
--- /dev/null
+++ b/website/versioned_docs/version-0.0.11/architecture.md
@@ -0,0 +1,418 @@
+---
+sidebar_position: 5
+---
+
+# Architecture
+
+This document provides a technical overview of Bison's architecture, designed with high cohesion and low coupling principles for maintainability and scalability.
+
+## System Overview
+
+### High-Level Architecture
+
+```mermaid
+graph TB
+    subgraph PRESENT[Presentation Layer]
+        WEB[Web UI<br/>React 18 + Ant Design 5]
+        CLI[kubectl / API Client]
+    end
+
+    subgraph GATEWAY[API Gateway Layer]
+        GW[API Server<br/>Go + Gin Framework]
+        AUTH[Auth Middleware<br/>JWT + OIDC]
+    end
+
+    subgraph BUSINESS[Business Logic Layer]
+        TS[Tenant Service<br/>Team & Project CRUD]
+        BS[Billing Service<br/>Cost Calculation]
+        BLS[Balance Service<br/>Wallet Management]
+        QS[Quota Service<br/>Resource Limits]
+        AS[Alert Service<br/>Notifications]
+        RS[Report Service<br/>Analytics]
+    end
+
+    subgraph INTEGRATION[Integration Layer]
+        K8S[Kubernetes Client<br/>client-go]
+        OCC[OpenCost Client<br/>REST API]
+        PC[Prometheus Client<br/>PromQL]
+    end
+
+    subgraph EXTERNAL[External Systems]
+        KAPI[Kubernetes API]
+        CAP[Capsule Controller]
+        OC[OpenCost]
+        PROM[Prometheus]
+    end
+
+    subgraph DATA[Data Layer]
+        CM[ConfigMaps<br/>Persistent Storage]
+    end
+
+    WEB --> GW
+    CLI --> GW
+    GW --> AUTH
+    AUTH --> TS & BS & BLS & QS & AS & RS
+
+    TS --> K8S
+    BS --> OCC
+    BLS --> K8S
+    QS --> K8S
+    RS --> OCC & PC
+
+    K8S --> KAPI
+    K8S --> CAP
+    OCC --> OC
+    PC --> PROM
+
+    TS & BLS --> CM
+    KAPI --> CM
+```
+
+### Design Principles
+
+| Principle | Implementation |
+|-----------|----------------|
+| **High Cohesion** | Each service handles a single domain (billing, quota, alerts) |
+| **Low Coupling** | Services communicate via well-defined interfaces |
+| **Stateless API** | All state persisted in Kubernetes ConfigMaps |
+| **Cloud Native** | Leverages Kubernetes primitives for HA and scaling |
+| **Zero Database** | ConfigMaps eliminate external database dependencies |
+
+## Architecture Layers
+
+Bison follows a layered architecture pattern:
+
+### 1. Presentation Layer
+- **Web UI**: React 18 + TypeScript + Ant Design 5
+- **API Client**: REST API for external integrations
+
+### 2. API Gateway Layer
+- **API Server**: Go + Gin framework
+- **Authentication**: JWT and OIDC support
+- **Middleware**: Logging, recovery, CORS handling
+
+### 3. Business Logic Layer
+- **Tenant Service**: Team and project management
+- **Billing Service**: Cost calculation and aggregation
+- **Balance Service**: Wallet management and auto-deduction
+- **Quota Service**: Resource limit enforcement
+- **Alert Service**: Multi-channel notifications
+- **Report Service**: Analytics and export
+
+### 4. Integration Layer
+- **Kubernetes Client**: client-go for K8s API interaction
+- **OpenCost Client**: REST API for cost data
+- **Prometheus Client**: PromQL queries for metrics
+
+### 5. Data Layer
+- **ConfigMaps**: Persistent storage for balances, billing config, and metadata
+- **etcd**: Backing store via Kubernetes ConfigMaps
+
+## Core Components
+
+### API Server
+
+The API server is the central component that handles all HTTP requests:
+
+**Technology Stack:**
+- Go 1.24+
+- Gin web framework
+- client-go for Kubernetes API
+
+**Key Responsibilities:**
+- Serve REST API endpoints
+- Authentication and authorization
+- Request routing and middleware
+- Background task scheduling
+
+**Endpoints:**
+```
+/api/v1/teams          - Team management
+/api/v1/projects       - Project management
+/api/v1/billing        - Billing configuration
+/api/v1/balance        - Balance operations
+/api/v1/stats          - Statistics and reports
+```
+
+### Web UI
+
+React-based single-page application:
+
+**Technology Stack:**
+- React 18
+- TypeScript
+- Vite (build tool)
+- Ant Design 5
+- ECharts (visualization)
+- React Query (state management)
+
+**Features:**
+- Dashboard with real-time metrics
+- Team and project management
+- Billing configuration
+- Balance monitoring
+- Usage reports and export
+
+### Billing Service
+
+Calculates costs based on resource usage:
+
+**Data Flow:**
+```mermaid
+sequenceDiagram
+    participant S as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant K8S as Kubernetes
+
+    S->>BS: Trigger billing (every 10min)
+    BS->>OC: Query team costs
+    OC-->>BS: Return usage data
+    BS->>BS: Calculate cost
+    BS->>BLS: Deduct from balance
+    BLS->>K8S: Update ConfigMap
+    BLS-->>BS: Confirm
+    BS->>AS: Check threshold
+    alt Balance low
+        AS->>Webhook: Send alert
+    end
+```
+
+**Billing Formula:**
+```
+Total Cost = (CPU_cores × CPU_price × hours) +
+             (Memory_GB × Memory_price × hours) +
+             (GPU_count × GPU_price × hours)
+```
+
+### Balance Service
+
+Manages team wallets and auto-deduction:
+
+**Features:**
+- Real-time balance tracking
+- Auto-deduction based on usage
+- Recharge operations
+- Transaction history
+- Auto-suspension when balance depleted
+
+**Storage:**
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: bison-team-balances
+  namespace: bison-system
+data:
+  ml-team: "1523.45"
+  data-team: "890.12"
+  dev-team: "2100.00"
+```
+
+### Tenant Service
+
+Manages teams (Capsule Tenants) and projects (Namespaces):
+
+**Features:**
+- Create/delete teams
+- Assign resource quotas
+- Configure node pools (shared/exclusive)
+- Manage team metadata
+
+**Capsule Integration:**
+```yaml
+apiVersion: capsule.clastix.io/v1beta1
+kind: Tenant
+metadata:
+  name: ml-team
+spec:
+  owners:
+  - name: team-leader
+    kind: User
+  resourceQuota:
+    items:
+    - hard:
+        cpu: "20"
+        memory: 64Gi
+        nvidia.com/gpu: "4"
+```
+
+## Data Flow
+
+### Team Creation Flow
+
+```mermaid
+sequenceDiagram
+    participant U as Admin
+    participant API as API Server
+    participant TS as Tenant Service
+    participant K8S as Kubernetes
+    participant CAP as Capsule
+
+    U->>API: POST /api/v1/teams
+    API->>TS: CreateTeam(name, quota, balance)
+    TS->>CAP: Create Tenant
+    CAP-->>TS: Tenant created
+    TS->>K8S: Create ConfigMap (balance)
+    K8S-->>TS: ConfigMap created
+    TS-->>API: Success
+    API-->>U: 201 Created
+```
+
+### Billing Cycle Flow
+
+```mermaid
+sequenceDiagram
+    participant SCH as Scheduler
+    participant BS as Billing Service
+    participant OC as OpenCost
+    participant BLS as Balance Service
+    participant AS as Alert Service
+
+    loop Every 10 minutes
+        SCH->>BS: Trigger billing calculation
+        BS->>OC: Query costs (last 10min)
+        OC-->>BS: Return usage metrics
+        BS->>BS: Calculate total cost
+        BS->>BLS: Deduct cost from balance
+        BLS->>BLS: Update balance
+        BLS-->>BS: Balance updated
+        BS->>AS: Check balance threshold
+        alt Balance < 20%
+            AS->>AS: Send low balance alert
+        end
+        alt Balance <= 0
+            AS->>BS: Suspend team workloads
+        end
+    end
+```
+
+## Integration Points
+
+### Kubernetes Integration
+
+Bison integrates deeply with Kubernetes:
+
+- **Capsule Tenants** for multi-tenancy
+- **ResourceQuotas** for limit enforcement
+- **Namespaces** for project isolation
+- **ConfigMaps** for data persistence
+- **RBAC** for access control
+
+### OpenCost Integration
+
+Real-time cost tracking via OpenCost API:
+
+```bash
+# Query team costs
+GET /allocation/compute?window=10m&aggregate=namespace&filter=namespace:ml-team
+
+# Response
+{
+  "ml-team": {
+    "cpuCost": 0.25,
+    "memCost": 0.10,
+    "gpuCost": 4.17,
+    "totalCost": 4.52
+  }
+}
+```
+
+### Prometheus Integration
+
+Metrics collection for monitoring:
+
+- Resource utilization metrics
+- Cost metrics
+- Balance metrics
+- Alert metrics
+
+## Deployment Architecture
+
+### High Availability Setup
+
+```mermaid
+graph TB
+    subgraph K8S[Kubernetes Cluster]
+        subgraph NS1[bison-system namespace]
+            API1[API Server Pod 1]
+            API2[API Server Pod 2]
+            WEB1[Web UI Pod 1]
+            WEB2[Web UI Pod 2]
+        end
+
+        subgraph NS2[opencost-system namespace]
+            OC[OpenCost]
+        end
+
+        subgraph NS3[prometheus-system namespace]
+            PROM[Prometheus]
+        end
+
+        LB[LoadBalancer]
+    end
+
+    LB --> API1 & API2
+    LB --> WEB1 & WEB2
+    API1 & API2 --> OC
+    OC --> PROM
+```
+
+### Resource Requirements
+
+**Minimum:**
+- API Server: 200m CPU, 256Mi Memory
+- Web UI: 100m CPU, 128Mi Memory
+
+**Recommended (Production):**
+- API Server: 1000m CPU, 512Mi Memory (2 replicas)
+- Web UI: 500m CPU, 256Mi Memory (2 replicas)
+
+## Security Model
+
+### Authentication
+- JWT token-based authentication
+- OIDC/SSO integration
+- Admin user management
+
+### Authorization
+- Kubernetes RBAC integration
+- Role-based access control
+- Team-scoped permissions
+
+### Data Security
+- All data encrypted at rest (etcd encryption)
+- TLS for API communication
+- Secret management via Kubernetes Secrets
+
+## Technology Stack
+
+### Backend
+- **Language**: Go 1.24+
+- **Framework**: Gin
+- **Kubernetes Client**: client-go
+- **Configuration**: Viper
+- **Logging**: Logrus
+
+### Frontend
+- **Framework**: React 18
+- **Language**: TypeScript
+- **UI Library**: Ant Design 5
+- **Build Tool**: Vite
+- **State Management**: React Query
+- **Charts**: ECharts
+
+### Infrastructure
+- **Platform**: Kubernetes 1.22+
+- **Multi-Tenancy**: Capsule
+- **Cost Tracking**: OpenCost
+- **Metrics**: Prometheus
+- **Storage**: ConfigMaps (etcd)
+
+## Next Steps
+
+- [Installation Guide](installation.md) - Deploy Bison
+- [Configuration](configuration.md) - Configure billing
+- [User Guides](user-guides/admin.md) - Learn to use Bison
+- [Features](features.md) - Explore capabilities
diff --git a/website/versioned_docs/version-0.0.11/configuration.md b/website/versioned_docs/version-0.0.11/configuration.md
new file mode 100644
index 0000000..539aaa3
--- /dev/null
+++ b/website/versioned_docs/version-0.0.11/configuration.md
@@ -0,0 +1,361 @@
+---
+sidebar_position: 6
+---
+
+# Configuration
+
+This guide covers how to configure Bison for your specific environment and requirements.
+
+## Helm Chart Configuration
+
+Bison is configured primarily through Helm values. You can customize the installation by providing a `values.yaml` file or using `--set` flags.
+
+### Key Configuration Parameters
+
+| Parameter | Description | Default | Example |
+|-----------|-------------|---------|---------|
+| `auth.enabled` | Enable authentication | `false` | `true` |
+| `auth.admin.username` | Admin username | `admin` | `admin` |
+| `auth.admin.password` | Admin password | `admin` | `changeme` |
+| `apiServer.replicaCount` | API server replicas | `2` | `3` |
+| `apiServer.image.repository` | API server image | `ghcr.io/supermarioyl/bison/api-server` | - |
+| `apiServer.image.tag` | API server image tag | `0.0.1` | `latest` |
+| `webUI.replicaCount` | Web UI replicas | `2` | `3` |
+| `webUI.image.repository` | Web UI image | `ghcr.io/supermarioyl/bison/web-ui` | - |
+| `webUI.image.tag` | Web UI image tag | `0.0.1` | `latest` |
+| `opencost.url` | OpenCost API endpoint | `http://opencost.opencost-system.svc:9003` | Custom URL |
+
+### Example Custom Values
+
+Create a `custom-values.yaml` file:
+
+```yaml
+# Authentication
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: MySecurePassword123
+
+# API Server
+apiServer:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 200m
+      memory: 256Mi
+    limits:
+      cpu: 1000m
+      memory: 512Mi
+
+# Web UI
+webUI:
+  replicaCount: 3
+  image:
+    tag: 0.0.1
+  resources:
+    requests:
+      cpu: 100m
+      memory: 128Mi
+    limits:
+      cpu: 500m
+      memory: 256Mi
+
+# OpenCost Integration
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# Node Selection (optional)
+nodeSelector:
+  node-role.kubernetes.io/control-plane: ""
+
+# Tolerations (optional)
+tolerations:
+  - key: node-role.kubernetes.io/control-plane
+    operator: Exists
+    effect: NoSchedule
+```
+
+Install with custom values:
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --values custom-values.yaml
+```
+
+## Billing Configuration
+
+Billing settings are configured through the Web UI or API after installation.
+
+### Access Billing Configuration
+
+1. **Via Web UI:**
+   - Navigate to **Settings** > **Billing Configuration**
+   - Set pricing for CPU, Memory, GPU, and other resources
+   - Configure currency and billing intervals
+
+2. **Via API:**
+   ```bash
+   curl -X POST http://localhost:8080/api/v1/billing/config \
+     -H "Content-Type: application/json" \
+     -d '{
+       "enabled": true,
+       "currency": "USD",
+       "pricing": {
+         "cpu": 0.05,
+         "memory": 0.01,
+         "nvidia.com/gpu": 2.50
+       },
+       "billingInterval": "hourly"
+     }'
+   ```
+
+### Billing Parameters
+
+| Parameter | Description | Example |
+|-----------|-------------|---------|
+| `enabled` | Enable/disable billing | `true` |
+| `currency` | Currency for billing | `USD`, `CNY`, `EUR` |
+| `pricing.cpu` | CPU price per core-hour | `0.05` |
+| `pricing.memory` | Memory price per GB-hour | `0.01` |
+| `pricing["nvidia.com/gpu"]` | GPU price per GPU-hour | `2.50` |
+| `billingInterval` | Billing aggregation period | `hourly`, `daily` |
+| `lowBalanceThreshold` | Warning threshold (%) | `20` |
+| `suspendThreshold` | Auto-suspend threshold (%) | `5` |
+
+### Example Billing Configuration
+
+```json
+{
+  "enabled": true,
+  "currency": "USD",
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "nvidia.com/mig-1g.5gb": 0.50,
+    "nvidia.com/mig-2g.10gb": 1.00
+  },
+  "billingInterval": "hourly",
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## Team Configuration
+
+### Creating Teams
+
+Teams can be created through the Web UI or API:
+
+**Via Web UI:**
+1. Navigate to **Teams** page
+2. Click **Create Team**
+3. Set team name, quota, and initial balance
+
+**Via API:**
+```bash
+curl -X POST http://localhost:8080/api/v1/teams \
+  -H "Content-Type: application/json" \
+  -d '{
+    "name": "ml-team",
+    "description": "Machine Learning Team",
+    "quota": {
+      "cpu": "20",
+      "memory": "64Gi",
+      "nvidia.com/gpu": "4"
+    },
+    "balance": 1000.00
+  }'
+```
+
+### Team Quotas
+
+Team quotas define resource limits:
+
+```yaml
+quota:
+  cpu: "20"              # 20 CPU cores
+  memory: "64Gi"         # 64 GB RAM
+  nvidia.com/gpu: "4"    # 4 GPUs
+  storage: "500Gi"       # 500 GB storage
+```
+
+### Team Balance Management
+
+Set initial balance and configure auto-recharge:
+
+```json
+{
+  "balance": 1000.00,
+  "autoRecharge": {
+    "enabled": true,
+    "amount": 500.00,
+    "schedule": "monthly",
+    "threshold": 100.00
+  }
+}
+```
+
+## Alert Configuration
+
+Configure multi-channel alerts for low balance and quota warnings.
+
+### Webhook Alerts
+
+```json
+{
+  "type": "webhook",
+  "enabled": true,
+  "url": "https://your-webhook-endpoint.com/alerts",
+  "headers": {
+    "Authorization": "Bearer YOUR_TOKEN"
+  },
+  "template": {
+    "title": "Bison Alert",
+    "message": "Team {{.TeamName}} balance is {{.Balance}}"
+  }
+}
+```
+
+### DingTalk Alerts
+
+```json
+{
+  "type": "dingtalk",
+  "enabled": true,
+  "webhook": "https://oapi.dingtalk.com/robot/send?access_token=YOUR_TOKEN",
+  "secret": "YOUR_SECRET"
+}
+```
+
+### WeChat Work Alerts
+
+```json
+{
+  "type": "wechat",
+  "enabled": true,
+  "corpid": "YOUR_CORP_ID",
+  "corpsecret": "YOUR_CORP_SECRET",
+  "agentid": 1000001
+}
+```
+
+## OpenCost Integration
+
+Configure OpenCost connection:
+
+### Check OpenCost Connectivity
+
+```bash
+# Test OpenCost API
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+
+# Test allocation API
+curl http://localhost:9003/allocation/compute?window=1d
+```
+
+### Update OpenCost URL
+
+If OpenCost is deployed in a different namespace or with a different service name:
+
+```bash
+helm upgrade bison bison/bison \
+  --set opencost.url=http://my-opencost.custom-namespace.svc:9003 \
+  --namespace bison-system
+```
+
+## Authentication & OIDC
+
+Enable authentication and integrate with your SSO provider:
+
+### Basic Authentication
+
+```yaml
+auth:
+  enabled: true
+  admin:
+    username: admin
+    password: SecurePassword123
+```
+
+### OIDC Integration
+
+```yaml
+auth:
+  enabled: true
+  oidc:
+    enabled: true
+    issuerURL: https://your-oidc-provider.com
+    clientID: bison-client-id
+    clientSecret: your-client-secret
+    redirectURL: https://bison.example.com/callback
+```
+
+## Environment Variables
+
+Additional configuration can be provided via environment variables:
+
+| Variable | Description | Default |
+|----------|-------------|---------|
+| `KUBECONFIG` | Path to kubeconfig file | In-cluster config |
+| `OPENCOST_URL` | OpenCost API URL | `http://opencost.opencost-system.svc:9003` |
+| `AUTH_ENABLED` | Enable authentication | `false` |
+| `LOG_LEVEL` | Logging level | `info` |
+| `BILLING_INTERVAL` | Billing calculation interval | `10m` |
+
+Set environment variables in Helm values:
+
+```yaml
+apiServer:
+  env:
+    - name: LOG_LEVEL
+      value: debug
+    - name: BILLING_INTERVAL
+      value: 5m
+```
+
+## Advanced Configuration
+
+### Custom Resource Pricing
+
+Price any Kubernetes resource:
+
+```json
+{
+  "pricing": {
+    "cpu": 0.05,
+    "memory": 0.01,
+    "nvidia.com/gpu": 2.50,
+    "amd.com/gpu": 2.00,
+    "ephemeral-storage": 0.001,
+    "custom.io/fpga": 5.00
+  }
+}
+```
+
+### Multi-Cluster Support
+
+Deploy Bison in each cluster with shared billing:
+
+```yaml
+# Cluster A
+apiServer:
+  clusterName: prod-us-west
+
+# Cluster B
+apiServer:
+  clusterName: prod-us-east
+```
+
+## Next Steps
+
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Understand the system design
+- [Features](features.md) - Explore all capabilities
diff --git a/website/versioned_docs/version-0.0.11/features.md b/website/versioned_docs/version-0.0.11/features.md
new file mode 100644
index 0000000..8d0c438
--- /dev/null
+++ b/website/versioned_docs/version-0.0.11/features.md
@@ -0,0 +1,195 @@
+---
+sidebar_position: 2
+---
+
+# Features
+
+Bison provides a comprehensive suite of features for GPU resource management, billing, and multi-tenant isolation in Kubernetes environments.
+
+## See Bison in Action
+
+### 🎯 Real-Time Resource Dashboard
+
+![Bison Dashboard](/img/ui-dashboard.png)
+
+**What you see:**
+- **Cluster Overview** - Total teams, projects, resource pools, and quotas at a glance
+- **Resource Utilization** - Visual breakdown showing which teams are consuming resources
+- **7-Day Cost Trends** - Historical cost data to identify spending patterns
+- **Top 5 Cost Rankings** - Quickly identify heavy GPU consumers
+- **Team Budget Status** - Real-time balance monitoring with color-coded alerts
+
+**Who benefits:**
+- **Platform Administrators** get instant visibility into cluster health and usage patterns
+- **Finance Teams** can track costs in real-time without waiting for monthly reports
+- **Team Leaders** can compare their usage against other teams
+
+---
+
+### 💼 Team Management & Budget Monitoring
+
+![Team Management](/img/ui-team.png)
+
+**What you see:**
+- **Team List** with real-time status indicators:
+  - 🟢 Green balance = Healthy budget
+  - 🟡 Yellow balance = Approaching threshold
+  - 🔴 Red balance = Low balance or suspended
+- **Resource Allocation** - CPU/Memory/GPU quotas per team (e.g., "cpu 0/10" means 0 used out of 10 allocated)
+- **Project Count** - Number of namespaces/projects under each team
+- **Quick Actions** - Edit quotas, recharge balance, or delete team with one click
+
+**Who benefits:**
+- **Team Leaders** monitor their budget status and resource usage at a glance
+- **Administrators** manage multiple teams from a single unified view
+- **Finance Teams** see which teams need recharging
+
+---
+
+### 💰 Flexible Billing Configuration
+
+![Billing Configuration](/img/ui-billing.png)
+
+**What you see:**
+- **Per-Resource Pricing** - Set custom prices for CPU (per core-hour), Memory (per GB-hour), GPU (per GPU-hour)
+- **Currency Selection** - Support for CNY, USD, EUR, and other currencies
+- **Enable/Disable Toggle** - Turn billing on/off for specific resources with one click
+- **Billing Rules** - Define how resources are metered (hourly, daily, etc.)
+- **Alert Thresholds** - Configure when to send low-balance warnings
+
+**Who benefits:**
+- **Finance Teams** align cloud costs with internal chargeback policies
+- **Administrators** adjust pricing based on actual hardware costs
+- **Budget Managers** set appropriate warning thresholds to prevent overruns
+
+---
+
+## Core Capabilities
+
+### Multi-Tenant Management
+✅ **Capsule-Powered Isolation** - True multi-tenancy using Kubernetes-native Capsule operator
+✅ **OIDC Integration** - Enterprise SSO support for authentication
+✅ **Team-Based Access Control** - Manage users, roles, and permissions per team
+✅ **Shared & Exclusive Node Pools** - Flexible resource allocation strategies
+
+### Real-Time Billing
+✅ **Usage-Based Billing** - Accurate cost tracking based on actual resource consumption
+✅ **Configurable Pricing** - Set custom rates for CPU, Memory, GPU, and any Kubernetes resource
+✅ **Multi-Currency Support** - CNY, USD, EUR, and more
+✅ **Billing Rules Engine** - Define custom billing logic and aggregation periods
+
+### Dynamic Resource Quotas
+✅ **Per-Team Quotas** - CPU, Memory, GPU, Storage, and custom resources
+✅ **Namespace Quotas** - Project-level resource limits within teams
+✅ **Auto-Enforcement** - Kubernetes-native quota enforcement
+✅ **Quota Alerts** - Notifications when approaching limits
+
+### Team Balance & Wallet System
+✅ **Prepaid Balances** - Team wallets with real-time deduction
+✅ **Auto-Deduction** - Automated billing based on resource usage
+✅ **Balance Thresholds** - Configurable warning and suspension levels
+✅ **Transaction History** - Complete audit trail of all balance changes
+
+### Auto-Recharge
+✅ **Scheduled Top-Ups** - Weekly or monthly automatic recharges
+✅ **Custom Amounts** - Flexible recharge amounts per team
+✅ **Recharge Notifications** - Alert teams when balance is added
+
+### Balance Alerts
+✅ **Multi-Channel Notifications** - Webhook, DingTalk, WeChat, Email
+✅ **Configurable Thresholds** - Set warning levels (e.g., 20%, 10%, 5%)
+✅ **Auto-Suspension** - Automatically suspend workloads when balance depleted
+✅ **Custom Templates** - Customize alert messages
+
+### Usage Reports
+✅ **Team Analytics** - Per-team cost breakdowns and trends
+✅ **Project Analytics** - Namespace-level resource consumption
+✅ **Export Capabilities** - CSV, Excel, PDF reports
+✅ **Historical Data** - 30/60/90-day cost analysis
+
+### Audit Logging
+✅ **Complete Operation History** - Track all administrative actions
+✅ **User Attribution** - Who did what and when
+✅ **Resource Changes** - Track quota, balance, and configuration changes
+✅ **Compliance Ready** - Meet internal audit requirements
+
+---
+
+## Architecture Highlights
+
+Bison's architecture is designed for simplicity, scalability, and zero external dependencies.
+
+```mermaid
+graph TB
+    subgraph USER_LAYER[User Layer]
+        UI[Web UI<br/>React + Ant Design]
+        API[REST API<br/>Go + Gin]
+    end
+
+    subgraph CORE[Core Services]
+        BS[Billing Service]
+        TS[Tenant Service]
+        QS[Quota Service]
+    end
+
+    subgraph K8S[Kubernetes Layer]
+        CA[Capsule<br/>Multi-Tenancy]
+        OC[OpenCost<br/>Cost Tracking]
+        PR[Prometheus<br/>Metrics]
+    end
+
+    subgraph DATA[Data Layer]
+        CM[ConfigMaps<br/>Zero Database]
+    end
+
+    UI --> API
+    API --> BS & TS & QS
+    BS --> OC
+    TS --> CA
+    QS --> CA
+    BS & TS --> CM
+    OC --> PR
+```
+
+### Key Architectural Benefits
+
+- **Zero External Dependencies** - All data stored in Kubernetes ConfigMaps (etcd-backed)
+- **Cloud-Native** - Built on Kubernetes primitives for maximum portability
+- **Scalable** - Stateless API server that can scale horizontally
+- **Secure** - Kubernetes RBAC integration and optional authentication
+- **Observable** - Prometheus metrics and structured logging
+- **Extensible** - Plugin architecture for custom billing rules and alerts
+
+---
+
+## Integration Points
+
+### OpenCost Integration
+Bison leverages [OpenCost](https://www.opencost.io/) for real-time cost tracking:
+- Per-pod, per-namespace, per-team cost visibility
+- GPU utilization metrics
+- Historical cost data and trends
+- Integration with Prometheus for metric collection
+
+### Capsule Integration
+Bison uses [Capsule](https://capsule.clastix.io/) for multi-tenancy:
+- Team-based tenant isolation
+- Namespace quota enforcement
+- Network and security policies
+- OIDC/SSO integration
+
+### Prometheus Integration
+Metrics collection and monitoring:
+- Resource utilization tracking
+- Custom billing metrics
+- Alert rule evaluation
+- Historical data retention
+
+---
+
+## Next Steps
+
+- [Installation Guide](installation.md) - Deploy Bison in your cluster
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Deep dive into system design
+- [Configuration](configuration.md) - Configure billing and settings
diff --git a/website/versioned_docs/version-0.0.11/installation.md b/website/versioned_docs/version-0.0.11/installation.md
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,316 @@
+---
+sidebar_position: 3
+---
+
+# Installation Guide
+
+This guide provides detailed instructions for installing Bison in your Kubernetes cluster.
+
+## Prerequisites
+
+Before installing Bison, ensure you have:
+
+- **Kubernetes 1.22+** - A running Kubernetes cluster
+- **kubectl** - Configured to access your cluster
+- **Helm 3.0+** - Package manager for Kubernetes
+- **Capsule Operator v0.1.0+** - For multi-tenant isolation
+- **OpenCost** - Deployed with Prometheus for cost tracking
+
+### Install Prerequisites
+
+If you haven't installed the required components:
+
+#### Install Capsule
+
+```bash
+# Using Helm
+helm repo add projectcapsule https://projectcapsule.github.io/charts
+helm install capsule projectcapsule/capsule \
+  --namespace capsule-system \
+  --create-namespace
+```
+
+#### Install OpenCost
+
+```bash
+# Using Helm
+helm repo add opencost https://opencost.github.io/opencost-helm-chart
+helm install opencost opencost/opencost \
+  --namespace opencost-system \
+  --create-namespace \
+  --set prometheus.internal.serviceName=prometheus-server \
+  --set prometheus.internal.namespaceName=prometheus-system
+```
+
+## Installation Methods
+
+Bison Helm charts are distributed via **GitHub Container Registry (GHCR)** using the modern OCI format.
+
+**Requirements:**
+- Helm >= 3.8.0 (for OCI support)
+- Kubernetes >= 1.22
+
+### Option A: From GHCR (Recommended)
+
+The simplest way to install Bison is directly from GitHub Container Registry:
+
+```bash
+# Install specific version from GHCR
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace
+
+# Or pull the chart first, then install
+helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install bison bison-0.0.2.tgz \
+  --namespace bison-system \
+  --create-namespace
+
+# Customize installation
+helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+  --version 0.0.2 \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true \
+  --set apiServer.image.tag=0.0.2 \
+  --set webUI.image.tag=0.0.2
+```
+
+**Why GHCR OCI Format?**
+- ✅ No separate Helm repository maintenance needed
+- ✅ Unified with Docker images in GHCR
+- ✅ Faster installation (direct registry pull)
+- ✅ Modern Helm 3.8+ standard practice
+
+### Option B: From GitHub Release
+
+Download a specific version from GitHub Releases:
+
+```bash
+# Download Helm chart
+VERSION=0.0.2
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# Install the chart
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### Option C: From Source
+
+Clone and build from source:
+
+```bash
+# Clone repository
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# Install dependencies and build
+make install-deps
+make build
+
+# Deploy using Helm
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+## Configuration Options
+
+Bison can be configured using Helm values. Here are the key configuration options:
+
+### Basic Configuration
+
+```yaml
+# values.yaml
+apiServer:
+  image:
+    repository: ghcr.io/supermarioyl/bison/api-server
+    tag: 0.0.1
+  replicas: 2
+
+webUI:
+  image:
+    repository: ghcr.io/supermarioyl/bison/web-ui
+    tag: 0.0.1
+  replicas: 2
+
+# OpenCost URL
+opencost:
+  url: http://opencost.opencost-system.svc:9003
+
+# Authentication
+auth:
+  enabled: false
+```
+
+### Custom Configuration Example
+
+```bash
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set apiServer.replicas=3 \
+  --set webUI.replicas=3 \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=true
+```
+
+## Verify Installation
+
+After installation, verify that all components are running:
+
+```bash
+# Check pod status
+kubectl get pods -n bison-system
+
+# Expected output:
+# NAME                              READY   STATUS    RESTARTS   AGE
+# bison-api-server-xxxxxxxxx-xxxxx  1/1     Running   0          2m
+# bison-webui-xxxxxxxxx-xxxxx       1/1     Running   0          2m
+
+# Check services
+kubectl get svc -n bison-system
+
+# Check logs
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl logs -n bison-system deployment/bison-webui
+```
+
+## Access the Platform
+
+### Port Forward (Development)
+
+```bash
+# Port-forward the Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# Access at http://localhost:3000
+```
+
+### Ingress (Production)
+
+For production deployments, configure an Ingress:
+
+```yaml
+# ingress.yaml
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: bison-ingress
+  namespace: bison-system
+  annotations:
+    kubernetes.io/ingress.class: nginx
+spec:
+  rules:
+  - host: bison.example.com
+    http:
+      paths:
+      - path: /
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-webui
+            port:
+              number: 80
+      - path: /api
+        pathType: Prefix
+        backend:
+          service:
+            name: bison-api-server
+            port:
+              number: 8080
+```
+
+Apply the Ingress:
+
+```bash
+kubectl apply -f ingress.yaml
+```
+
+## Docker Images
+
+Bison images are available on GitHub Container Registry:
+
+```bash
+# Pull images
+docker pull ghcr.io/supermarioyl/bison/api-server:0.0.1
+docker pull ghcr.io/supermarioyl/bison/web-ui:0.0.1
+
+# Or use latest
+docker pull ghcr.io/supermarioyl/bison/api-server:latest
+docker pull ghcr.io/supermarioyl/bison/web-ui:latest
+```
+
+**Supported Platforms:**
+- `linux/amd64`
+- `linux/arm64`
+
+## Upgrading
+
+To upgrade Bison to a new version:
+
+```bash
+# Update Helm repository
+helm repo update
+
+# Upgrade to latest version
+helm upgrade bison bison/bison --namespace bison-system
+
+# Or upgrade to specific version
+helm upgrade bison bison/bison --version 0.0.2 --namespace bison-system
+```
+
+## Uninstalling
+
+To completely remove Bison:
+
+```bash
+# Uninstall Helm release
+helm uninstall bison --namespace bison-system
+
+# Remove namespace (optional)
+kubectl delete namespace bison-system
+```
+
+## Troubleshooting
+
+### Pod Not Starting
+
+Check pod logs for errors:
+
+```bash
+kubectl logs -n bison-system deployment/bison-api-server
+kubectl describe pod -n bison-system <pod-name>
+```
+
+### Cannot Connect to OpenCost
+
+Verify OpenCost is running and accessible:
+
+```bash
+kubectl get svc -n opencost-system
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+
+# Test endpoint
+curl http://localhost:9003/healthz
+```
+
+### Authentication Issues
+
+If authentication is enabled, ensure you have the correct credentials:
+
+```bash
+# Default credentials (change in production!)
+Username: admin
+Password: admin
+```
+
+## Next Steps
+
+- [Configuration Guide](configuration.md) - Configure billing and settings
+- [User Guides](user-guides/admin.md) - Learn how to use Bison
+- [Architecture](architecture.md) - Understand the system design
diff --git a/website/versioned_docs/version-0.0.11/intro.md b/website/versioned_docs/version-0.0.11/intro.md
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+---
+sidebar_position: 1
+slug: /
+---
+
+# Introduction to Bison
+
+![Bison Logo](/img/logo.png)
+
+**Enterprise GPU Resource Billing & Multi-Tenant Management Platform**
+
+Bison is a Kubernetes-based platform that provides comprehensive GPU resource management, billing, and multi-tenant isolation for organizations running shared GPU clusters.
+
+## The GPU Management Challenge
+
+Managing shared GPU clusters across multiple teams creates critical operational and financial challenges:
+
+**For Platform Administrators:**
+- How do you fairly allocate expensive GPU resources across competing teams?
+- How do you prevent resource hogging while ensuring everyone gets their fair share?
+- How do you track who's using what and implement accurate chargeback?
+- How do you maintain strict multi-tenant isolation without complex manual configuration?
+
+**For Finance & Budget Teams:**
+- How do you implement automated chargeback for GPU usage without manual accounting?
+- How do you prevent budget overruns before they happen?
+- How do you generate accurate cost reports for internal billing?
+
+**For Development Teams:**
+- How do you get predictable, isolated access to GPU resources?
+- How do you know when you're approaching your budget limits?
+- How do you avoid impacting other teams' workloads?
+
+**Traditional Approach:**
+- Manual quota configuration per namespace
+- Excel-based billing calculations
+- No real-time cost visibility
+- Complex multi-tool setup (quota management + cost tracking + billing system)
+- Frequent resource conflicts and budget surprises
+
+## Bison's Integrated Solution
+
+```mermaid
+graph TB
+    subgraph WITHOUT["Without Bison"]
+        P1[❌ Manual Quota Management<br/>Per-namespace configuration]
+        P2[❌ Spreadsheet Billing<br/>Manual calculations & reports]
+        P3[❌ No Resource Isolation<br/>Teams compete for resources]
+        P4[❌ Budget Overruns<br/>No proactive alerts]
+        P5[❌ Complex Tooling<br/>Multiple systems to manage]
+    end
+
+    subgraph WITH["With Bison"]
+        S1[✅ Automated Team Quotas<br/>Capsule-powered isolation]
+        S2[✅ Real-Time Billing<br/>OpenCost integration]
+        S3[✅ True Multi-Tenancy<br/>Shared/Exclusive modes]
+        S4[✅ Proactive Alerts<br/>Balance monitoring & auto-suspend]
+        S5[✅ Unified Platform<br/>Single pane of glass]
+    end
+
+    P1 -.Transform.-> S1
+    P2 -.Transform.-> S2
+    P3 -.Transform.-> S3
+    P4 -.Transform.-> S4
+    P5 -.Transform.-> S5
+
+    style WITHOUT fill:#ffebee
+    style WITH fill:#e8f5e9
+    style S1 fill:#4caf50,color:#fff
+    style S2 fill:#4caf50,color:#fff
+    style S3 fill:#4caf50,color:#fff
+    style S4 fill:#4caf50,color:#fff
+    style S5 fill:#4caf50,color:#fff
+```
+
+**Bison combines:**
+- 🔐 **Kubernetes-native multi-tenancy** (Capsule) - True team isolation with shared or exclusive node pools
+- 💰 **Real-time cost tracking** (OpenCost + Prometheus) - Per-pod, per-namespace, per-team cost visibility
+- 💳 **Automated billing & budgets** - Prepaid balances, auto-deduction, low-balance alerts, and auto-suspension
+- 📊 **Unified dashboard** - Single interface for admins, team leaders, and finance teams
+- 🔧 **Zero external dependencies** - All data stored in Kubernetes ConfigMaps (etcd-backed)
+
+**Result:** Deploy once, get complete GPU resource management with automated billing in under 30 minutes.
+
+## Quick Start
+
+### Prerequisites
+
+- Kubernetes 1.22+
+- kubectl configured
+- Helm 3.0+
+- Capsule operator (v0.1.0+) installed
+- OpenCost deployed with Prometheus
+
+### Installation
+
+Choose one of the following installation methods:
+
+#### Option A: Using Helm Repository (Recommended)
+
+```bash
+# Add Bison Helm repository
+helm repo add bison https://supermarioyl.github.io/Bison/charts/
+helm repo update
+
+# Install with default configuration
+helm install bison bison/bison --namespace bison-system --create-namespace
+
+# Or customize installation
+helm install bison bison/bison \
+  --namespace bison-system \
+  --create-namespace \
+  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set auth.enabled=false
+```
+
+#### Option B: From GitHub Release
+
+```bash
+# Download latest Helm chart
+VERSION=0.0.1
+wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
+
+# Install
+helm install bison bison-${VERSION}.tgz \
+  --namespace bison-system \
+  --create-namespace
+```
+
+#### Option C: From Source
+
+```bash
+# Clone repository
+git clone https://github.com/SuperMarioYL/Bison.git
+cd Bison
+
+# Install dependencies and build
+make install-deps
+make build
+
+# Deploy using Helm
+helm install bison ./deploy/charts/bison \
+  --namespace bison-system \
+  --create-namespace
+```
+
+### Access the Platform
+
+After installation, access Bison through:
+
+```bash
+# Port-forward the Web UI
+kubectl port-forward -n bison-system svc/bison-webui 3000:80
+
+# Access at http://localhost:3000
+# Default credentials (if auth enabled):
+# Username: admin
+# Password: admin (change immediately in production!)
+```
+
+## Next Steps
+
+- [Explore Features](features.md) - Learn about all capabilities
+- [Installation Guide](installation.md) - Detailed installation instructions
+- [User Guides](user-guides/admin.md) - Role-based user guides
+- [Architecture](architecture.md) - Understand the system architecture
+- [Configuration](configuration.md) - Configure billing and settings
diff --git a/website/versioned_docs/version-0.0.11/user-guides/_category_.json b/website/versioned_docs/version-0.0.11/user-guides/_category_.json
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--- /dev/null
+++ b/website/versioned_docs/version-0.0.11/user-guides/_category_.json
@@ -0,0 +1,8 @@
+{
+  "label": "User Guides",
+  "position": 4,
+  "link": {
+    "type": "generated-index",
+    "description": "Role-based guides for using Bison effectively."
+  }
+}
diff --git a/website/versioned_docs/version-0.0.11/user-guides/admin.md b/website/versioned_docs/version-0.0.11/user-guides/admin.md
new file mode 100644
index 0000000..a466cbb
--- /dev/null
+++ b/website/versioned_docs/version-0.0.11/user-guides/admin.md
@@ -0,0 +1,176 @@
+---
+sidebar_position: 1
+---
+
+# Administrator Guide
+
+This guide is for platform administrators who deploy, configure, and manage the Bison platform.
+
+## Responsibilities
+
+As a platform administrator, you are responsible for:
+
+- ✅ Deploying and configuring Bison
+- ✅ Creating and managing teams
+- ✅ Setting global billing configuration
+- ✅ Monitoring cluster-wide metrics
+- ✅ Responding to alerts and recharge requests
+
+## Getting Started
+
+### 1. Deploy Bison
+
+Follow the [Installation Guide](../installation.md) to deploy Bison in your Kubernetes cluster.
+
+### 2. Configure Billing
+
+Set up billing rules and pricing:
+
+1. Access the Web UI
+2. Navigate to **Settings** > **Billing Configuration**
+3. Configure:
+   - **Currency**: USD, CNY, EUR, etc.
+   - **CPU Price**: Cost per core-hour
+   - **Memory Price**: Cost per GB-hour
+   - **GPU Price**: Cost per GPU-hour
+4. Click **Save**
+
+### 3. Create First Team
+
+Create a team for your users:
+
+1. Navigate to **Teams** page
+2. Click **Create Team**
+3. Fill in:
+   - **Team Name**: e.g., "ml-team"
+   - **Description**: Team purpose
+   - **Resource Quota**:
+     - CPU: e.g., "20" cores
+     - Memory: e.g., "64Gi"
+     - GPU: e.g., "4"
+   - **Initial Balance**: e.g., 1000.00
+4. Click **Create**
+
+## Common Tasks
+
+### Managing Teams
+
+#### View All Teams
+
+```bash
+# Via kubectl
+kubectl get tenants
+
+# Via API
+curl http://localhost:8080/api/v1/teams
+```
+
+#### Update Team Quota
+
+1. Navigate to **Teams** page
+2. Click **Edit** on the team row
+3. Modify quotas
+4. Click **Save**
+
+#### Recharge Team Balance
+
+1. Navigate to **Teams** page
+2. Click **Recharge** on the team row
+3. Enter amount
+4. Add notes (optional)
+5. Click **Confirm**
+
+### Monitoring
+
+#### View Dashboard
+
+Access real-time cluster metrics:
+- Total teams and projects
+- Resource utilization
+- Cost trends
+- Top consumers
+- Balance status
+
+#### Check Alerts
+
+Monitor low-balance and quota alerts:
+1. Navigate to **Alerts** page
+2. Review active alerts
+3. Take action as needed
+
+### Billing Configuration
+
+#### Update Pricing
+
+```bash
+curl -X PUT http://localhost:8080/api/v1/billing/config \
+  -H "Content-Type: application/json" \
+  -d '{
+    "pricing": {
+      "cpu": 0.06,
+      "memory": 0.012,
+      "nvidia.com/gpu": 3.00
+    }
+  }'
+```
+
+#### Configure Alert Thresholds
+
+```json
+{
+  "lowBalanceThreshold": 20,
+  "suspendThreshold": 5,
+  "alertChannels": ["webhook", "dingtalk"]
+}
+```
+
+## Best Practices
+
+### Team Naming
+- Use lowercase, alphanumeric characters and hyphens
+- Example: `ml-team`, `data-science`, `dev-team`
+
+### Quota Allocation
+- Start with conservative quotas
+- Monitor usage for 1-2 weeks
+- Adjust based on actual needs
+
+### Balance Management
+- Set up auto-recharge for critical teams
+- Monitor balance trends weekly
+- Respond to low-balance alerts promptly
+
+### Security
+- Enable authentication in production
+- Use OIDC/SSO for enterprise deployments
+- Regularly audit user permissions
+
+## Troubleshooting
+
+### Team Creation Failed
+
+Check Capsule operator logs:
+```bash
+kubectl logs -n capsule-system deployment/capsule-controller-manager
+```
+
+### Billing Not Working
+
+Verify OpenCost connectivity:
+```bash
+kubectl port-forward -n opencost-system svc/opencost 9003:9003
+curl http://localhost:9003/healthz
+```
+
+### High Resource Usage
+
+Check resource consumption:
+```bash
+kubectl top pods -n bison-system
+```
+
+## Next Steps
+
+- [Team Leader Guide](team-leader.md) - Guide for team leaders
+- [Developer Guide](developer.md) - Guide for developers
+- [Configuration](../configuration.md) - Advanced configuration
diff --git a/website/versioned_docs/version-0.0.11/user-guides/developer.md b/website/versioned_docs/version-0.0.11/user-guides/developer.md
new file mode 100644
index 0000000..d14ab62
--- /dev/null
+++ b/website/versioned_docs/version-0.0.11/user-guides/developer.md
@@ -0,0 +1,187 @@
+---
+sidebar_position: 3
+---
+
+# Developer Guide
+
+This guide is for developers who deploy workloads and consume resources within team projects.
+
+## Responsibilities
+
+As a developer, you are responsible for:
+
+- ✅ Deploying applications within your project
+- ✅ Monitoring resource usage
+- ✅ Staying within quota limits
+- ✅ Optimizing resource consumption
+
+## Getting Started
+
+### 1. Get Kubeconfig
+
+Request kubeconfig from your team leader or administrator.
+
+### 2. Set Context
+
+```bash
+# Set context to your project namespace
+kubectl config set-context --current --namespace=your-project
+
+# Verify
+kubectl config view --minify | grep namespace
+```
+
+### 3. Check Quota
+
+See your available resources:
+```bash
+kubectl describe quota
+```
+
+## Deploying Workloads
+
+### Basic Pod Deployment
+
+```yaml
+apiVersion: v1
+kind: Pod
+metadata:
+  name: gpu-training-job
+  namespace: your-project
+spec:
+  containers:
+  - name: trainer
+    image: your-ml-image:latest
+    resources:
+      requests:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+      limits:
+        cpu: "4"
+        memory: "16Gi"
+        nvidia.com/gpu: "1"
+```
+
+### Using Deployments
+
+```yaml
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: ml-inference
+  namespace: your-project
+spec:
+  replicas: 2
+  selector:
+    matchLabels:
+      app: ml-inference
+  template:
+    metadata:
+      labels:
+        app: ml-inference
+    spec:
+      containers:
+      - name: inference
+        image: your-inference-image:latest
+        resources:
+          requests:
+            cpu: "2"
+            memory: "8Gi"
+            nvidia.com/gpu: "1"
+```
+
+## Monitoring Usage
+
+### Check Pod Resource Usage
+
+```bash
+# View resource consumption
+kubectl top pods
+
+# Detailed pod information
+kubectl describe pod <pod-name>
+```
+
+### View Logs
+
+```bash
+# Stream logs
+kubectl logs -f <pod-name>
+
+# Previous logs (if pod restarted)
+kubectl logs --previous <pod-name>
+```
+
+## Best Practices
+
+### Resource Requests and Limits
+
+Always specify both requests and limits:
+```yaml
+resources:
+  requests:
+    cpu: "2"
+    memory: "8Gi"
+  limits:
+    cpu: "4"
+    memory: "16Gi"
+```
+
+### GPU Usage
+
+- Request GPUs only when needed
+- Use GPU for compute-intensive tasks
+- Monitor GPU utilization
+
+### Clean Up
+
+Delete resources when no longer needed:
+```bash
+# Delete pod
+kubectl delete pod <pod-name>
+
+# Delete deployment
+kubectl delete deployment <deployment-name>
+
+# Clean up completed jobs
+kubectl delete job --field-selector status.successful=1
+```
+
+### Cost Optimization
+
+- Right-size your resource requests
+- Use horizontal pod autoscaling
+- Clean up idle resources
+- Share GPUs when possible (if supported)
+
+## Troubleshooting
+
+### Pod Pending (Insufficient Quota)
+
+If your pod is stuck in `Pending` state:
+
+```bash
+kubectl describe pod <pod-name>
+```
+
+Look for quota-related errors and reduce resource requests or ask your team leader for more quota.
+
+### Out of Memory (OOM)
+
+If pods are killed due to OOM:
+1. Check memory usage patterns
+2. Increase memory limits
+3. Optimize application memory usage
+
+### GPU Not Available
+
+Verify GPU requests:
+```bash
+kubectl get nodes -o custom-columns=NAME:.metadata.name,GPU:.status.allocatable."nvidia\.com/gpu"
+```
+
+## Next Steps
+
+- [Team Leader Guide](team-leader.md) - Understand team management
+- [Architecture](../architecture.md) - Learn about the platform
diff --git a/website/versioned_docs/version-0.0.11/user-guides/team-leader.md b/website/versioned_docs/version-0.0.11/user-guides/team-leader.md
new file mode 100644
index 0000000..7b6de96
--- /dev/null
+++ b/website/versioned_docs/version-0.0.11/user-guides/team-leader.md
@@ -0,0 +1,126 @@
+---
+sidebar_position: 2
+---
+
+# Team Leader Guide
+
+This guide is for team leaders who manage projects, monitor budgets, and allocate resources within their team.
+
+## Responsibilities
+
+As a team leader, you are responsible for:
+
+- ✅ Creating and managing projects (namespaces)
+- ✅ Allocating quotas to projects
+- ✅ Monitoring team balance and consumption
+- ✅ Requesting recharges when needed
+
+## Getting Started
+
+### 1. Access Bison
+
+Log in to the Web UI with your credentials.
+
+### 2. View Team Dashboard
+
+Your dashboard shows:
+- Team balance and status
+- Resource utilization
+- Active projects
+- Cost trends
+
+## Managing Projects
+
+### Create a Project
+
+1. Navigate to **Projects** page
+2. Click **Create Project**
+3. Fill in:
+   - **Project Name**: e.g., "training-ml-models"
+   - **Description**: Project purpose
+   - **Quota** (optional):
+     - CPU: e.g., "8" cores
+     - Memory: e.g., "32Gi"
+     - GPU: e.g., "2"
+4. Click **Create**
+
+### List Projects
+
+```bash
+# Via kubectl (if you have access)
+kubectl get namespaces -l capsule.clastix.io/tenant=your-team
+
+# Via API
+curl http://localhost:8080/api/v1/teams/your-team/projects
+```
+
+### Delete a Project
+
+1. Navigate to **Projects** page
+2. Click **Delete** on the project row
+3. Confirm deletion
+
+**Warning**: This will delete all resources in the project!
+
+## Monitoring Budget
+
+### Check Balance
+
+View your current balance:
+1. Navigate to **Team** page
+2. See balance in the status card
+
+### View Usage Trends
+
+Analyze spending patterns:
+1. Navigate to **Reports** page
+2. Select time range (7 days, 30 days, 90 days)
+3. View:
+   - Cost breakdown by resource type
+   - Daily cost trends
+   - Per-project consumption
+
+### Request Recharge
+
+When balance is low:
+1. Click **Request Recharge** button
+2. Enter requested amount
+3. Add justification
+4. Submit request to administrator
+
+## Resource Management
+
+### Monitor Quota Usage
+
+Check how much of your quota is being used:
+```bash
+kubectl describe quota -n your-project
+```
+
+### Optimize Costs
+
+Tips to reduce spending:
+- **Right-size resources**: Don't over-provision CPU/Memory
+- **Clean up idle pods**: Delete unused workloads
+- **Use spot/preemptible instances**: Where applicable
+- **Monitor GPU utilization**: Ensure GPUs are fully utilized
+
+## Best Practices
+
+### Project Organization
+- Create separate projects for different workloads
+- Example: `ml-training`, `ml-inference`, `data-processing`
+
+### Quota Allocation
+- Allocate quotas based on project priority
+- Reserve buffer for urgent tasks
+
+### Cost Awareness
+- Review costs weekly
+- Identify and eliminate waste
+- Set up cost alerts
+
+## Next Steps
+
+- [Developer Guide](developer.md) - Guide for your team members
+- [Features](../features.md) - Explore all Bison features
diff --git a/website/versioned_sidebars/version-0.0.11-sidebars.json b/website/versioned_sidebars/version-0.0.11-sidebars.json
new file mode 100644
index 0000000..caea0c0
--- /dev/null
+++ b/website/versioned_sidebars/version-0.0.11-sidebars.json
@@ -0,0 +1,8 @@
+{
+  "tutorialSidebar": [
+    {
+      "type": "autogenerated",
+      "dirName": "."
+    }
+  ]
+}
diff --git a/website/versions.json b/website/versions.json
index 2b4b0b6..7f5dfc1 100644
--- a/website/versions.json
+++ b/website/versions.json
@@ -1,4 +1,5 @@
 [
+  "0.0.11",
   "0.0.8",
   "0.0.7",
   "0.0.6",

From 3cbb1c50a9404c301ffde94fc21e568d897fb8a1 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" <github-actions[bot]@users.noreply.github.com>
Date: Mon, 29 Dec 2025 02:10:00 +0000
Subject: [PATCH 22/44] chore: bump version to 0.0.11 [skip ci]

Auto-updated version files from release refs/tags/v0.0.11

- Updated Chart.yaml version to 0.0.11
- Updated package.json version to 0.0.11
---
 deploy/charts/bison/Chart.yaml | 4 ++--
 web-ui/package.json            | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 4bdba29..6169521 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.10
-appVersion: "0.0.10"
+version: 0.0.11
+appVersion: "0.0.11"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 3b73a5c..6d34d5f 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.10",
+  "version": "0.0.11",
   "private": true,
   "scripts": {
     "dev": "vite",

From 1f0073118849d0c20906cb87f47bebc76f008550 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sat, 31 Jan 2026 15:19:29 +0800
Subject: [PATCH 23/44] add

---
 website/docusaurus.config.ts | 4 ++++
 website/static/robots.txt    | 6 ++++++
 2 files changed, 10 insertions(+)
 create mode 100644 website/static/robots.txt

diff --git a/website/docusaurus.config.ts b/website/docusaurus.config.ts
index 37ca0de..41b1c0c 100644
--- a/website/docusaurus.config.ts
+++ b/website/docusaurus.config.ts
@@ -64,6 +64,10 @@ const config: Config = {
   themeConfig: {
     // Replace with your project's social card
     image: "img/bison-social-card.png",
+    metadata: [
+      { name: 'google-site-verification', content: 'AKwgEpVubW0iVPeZN2RkopUMJbx4K-Yy8aWwCZq-T34' },
+      { name: 'baidu-site-verification', content: 'codeva-E3148CbKk3' },
+    ],
     colorMode: {
       respectPrefersColorScheme: true,
     },
diff --git a/website/static/robots.txt b/website/static/robots.txt
new file mode 100644
index 0000000..44699ff
--- /dev/null
+++ b/website/static/robots.txt
@@ -0,0 +1,6 @@
+User-agent: *
+Allow: /
+
+# Sitemap
+Sitemap: https://bison.lei6393.com/sitemap.xml
+Sitemap: https://bison.lei6393.com/zh-Hans/sitemap.xml

From 8e947972e1ac5339625a9b482d0617963cca41d7 Mon Sep 17 00:00:00 2001
From: supermario_yl <supermario_yl@gmail.com>
Date: Sat, 7 Feb 2026 15:41:00 +0800
Subject: [PATCH 24/44] add

---
 Makefile                                      |   8 +-
 api-server/cmd/main.go                        |  34 +-
 api-server/internal/config/config.go          |  13 +-
 .../internal/handler/config_transfer.go       | 116 +++
 api-server/internal/handler/onboarding.go     | 277 ++++++
 api-server/internal/handler/settings.go       |  11 +-
 .../service/config_transfer_service.go        | 664 +++++++++++++
 .../internal/service/init_script_service.go   | 924 ++++++++++++++++++
 .../internal/service/onboarding_service.go    | 760 ++++++++++++++
 .../internal/service/settings_service.go      | 213 +++-
 api-server/internal/ssh/executor.go           | 370 +++++++
 deploy/charts/bison/templates/NOTES.txt       |  24 +-
 deploy/charts/bison/templates/_helpers.tpl    |  12 +-
 .../deployment.yaml => api-deployment.yaml}   |   5 +-
 .../bison/templates/api-server/ingress.yaml   |  40 -
 deploy/charts/bison/templates/ingress.yaml    |  34 +
 .../templates/{api-server => }/rbac.yaml      |   0
 .../auth-secret.yaml => secret.yaml}          |   1 -
 .../templates/{api-server => }/service.yaml   |  22 +-
 .../deployment.yaml => web-deployment.yaml}   |   3 +-
 .../bison/templates/web-ui/ingress.yaml       |  40 -
 .../bison/templates/web-ui/service.yaml       |  21 -
 deploy/charts/bison/values.yaml               |  54 +-
 web-ui/src/App.tsx                            |  27 +-
 web-ui/src/components/NodeOnboardingModal.tsx | 183 ++++
 .../components/OnboardingProgressDrawer.tsx   | 295 ++++++
 web-ui/src/layouts/BasicLayout.tsx            |  52 +-
 web-ui/src/pages/Cluster/ClusterNodes.tsx     |  42 +-
 web-ui/src/pages/Cluster/NodeDetail.tsx       | 281 ++++--
 web-ui/src/pages/Dashboard/index.tsx          |  95 +-
 web-ui/src/pages/Settings/ConfigTransfer.tsx  | 484 +++++++++
 .../src/pages/Settings/ControlPlaneConfig.tsx | 234 +++++
 web-ui/src/pages/Settings/GeneralSettings.tsx |  36 +-
 web-ui/src/pages/Settings/NodeInitConfig.tsx  | 504 ++++++++++
 web-ui/src/pages/Settings/index.tsx           |  55 +-
 web-ui/src/services/api.ts                    | 199 +++-
 36 files changed, 5769 insertions(+), 364 deletions(-)
 create mode 100644 api-server/internal/handler/config_transfer.go
 create mode 100644 api-server/internal/handler/onboarding.go
 create mode 100644 api-server/internal/service/config_transfer_service.go
 create mode 100644 api-server/internal/service/init_script_service.go
 create mode 100644 api-server/internal/service/onboarding_service.go
 create mode 100644 api-server/internal/ssh/executor.go
 rename deploy/charts/bison/templates/{api-server/deployment.yaml => api-deployment.yaml} (91%)
 delete mode 100644 deploy/charts/bison/templates/api-server/ingress.yaml
 create mode 100644 deploy/charts/bison/templates/ingress.yaml
 rename deploy/charts/bison/templates/{api-server => }/rbac.yaml (100%)
 rename deploy/charts/bison/templates/{api-server/auth-secret.yaml => secret.yaml} (99%)
 rename deploy/charts/bison/templates/{api-server => }/service.yaml (50%)
 rename deploy/charts/bison/templates/{web-ui/deployment.yaml => web-deployment.yaml} (93%)
 delete mode 100644 deploy/charts/bison/templates/web-ui/ingress.yaml
 delete mode 100644 deploy/charts/bison/templates/web-ui/service.yaml
 create mode 100644 web-ui/src/components/NodeOnboardingModal.tsx
 create mode 100644 web-ui/src/components/OnboardingProgressDrawer.tsx
 create mode 100644 web-ui/src/pages/Settings/ConfigTransfer.tsx
 create mode 100644 web-ui/src/pages/Settings/ControlPlaneConfig.tsx
 create mode 100644 web-ui/src/pages/Settings/NodeInitConfig.tsx

diff --git a/Makefile b/Makefile
index 9453481..62ef8b6 100644
--- a/Makefile
+++ b/Makefile
@@ -2,7 +2,7 @@
 # 基于 Capsule + OpenCost 架构
 
 # ==================== 配置 ====================
-REGISTRY ?= docker.io
+REGISTRY ?= ghcr.io/supermarioyl
 REPO ?= bison
 VERSION ?= latest
 HELM_RELEASE ?= bison
@@ -304,9 +304,8 @@ deploy: ## 部署 Bison
 	helm upgrade --install $(HELM_RELEASE) ./deploy/charts/bison \
 		--namespace $(NAMESPACE) \
 		--create-namespace \
-		--set apiServer.image.repository=$(REGISTRY)/$(REPO)/api-server \
+		--set global.imageRegistry=$(REGISTRY) \
 		--set apiServer.image.tag=$(VERSION) \
-		--set webUI.image.repository=$(REGISTRY)/$(REPO)/web-ui \
 		--set webUI.image.tag=$(VERSION)
 
 .PHONY: deploy-with-auth
@@ -316,9 +315,8 @@ deploy-with-auth: ## 部署 Bison (启用认证)
 		--create-namespace \
 		--set auth.enabled=true \
 		--set auth.admin.password=$$(openssl rand -base64 12) \
-		--set apiServer.image.repository=$(REGISTRY)/$(REPO)/api-server \
+		--set global.imageRegistry=$(REGISTRY) \
 		--set apiServer.image.tag=$(VERSION) \
-		--set webUI.image.repository=$(REGISTRY)/$(REPO)/web-ui \
 		--set webUI.image.tag=$(VERSION)
 
 .PHONY: undeploy
diff --git a/api-server/cmd/main.go b/api-server/cmd/main.go
index 307caf1..bb5772f 100644
--- a/api-server/cmd/main.go
+++ b/api-server/cmd/main.go
@@ -71,6 +71,9 @@ func main() {
 	reportSvc := service.NewReportService(opencostClient, tenantSvc, projectSvc, billingSvc)
 	nodeSvc := service.NewNodeService(k8sClient)
 	workloadSvc := service.NewWorkloadService(k8sClient)
+	initScriptSvc := service.NewInitScriptService(k8sClient)
+	onboardingSvc := service.NewOnboardingService(k8sClient, nodeSvc, initScriptSvc)
+	configTransferSvc := service.NewConfigTransferService(billingSvc, alertSvc, resourceConfigSvc, initScriptSvc)
 
 	// Initialize scheduler
 	sched := scheduler.NewScheduler(billingSvc, balanceSvc, alertSvc)
@@ -106,6 +109,8 @@ func main() {
 	statusHandler := handler.NewStatusHandler(statusSvc)
 	nodeHandler := handler.NewNodeHandler(nodeSvc)
 	workloadHandler := handler.NewWorkloadHandler(workloadSvc, projectSvc)
+	onboardingHandler := handler.NewOnboardingHandler(onboardingSvc, initScriptSvc)
+	configTransferHandler := handler.NewConfigTransferHandler(configTransferSvc)
 
 	// Setup Gin router
 	if cfg.Mode == "release" {
@@ -135,7 +140,9 @@ func main() {
 		// Feature flags (public)
 		api.GET("/features", func(c *gin.Context) {
 			c.JSON(http.StatusOK, gin.H{
-				"costEnabled": costSvc.IsEnabled(),
+				"costEnabled":      costSvc.IsEnabled(),
+				"capsuleEnabled":   cfg.CapsuleEnabled,
+				"prometheusEnabled": cfg.PrometheusURL != "",
 			})
 		})
 
@@ -235,6 +242,12 @@ func main() {
 			protected.POST("/nodes/:name/assign", nodeHandler.AssignNodeToTeam)
 			protected.POST("/nodes/:name/release", nodeHandler.ReleaseNode)
 
+			// Node onboarding
+			protected.POST("/nodes/onboard", onboardingHandler.StartOnboarding)
+			protected.GET("/nodes/onboard", onboardingHandler.ListOnboardingJobs)
+			protected.GET("/nodes/onboard/:jobId", onboardingHandler.GetOnboardingJob)
+			protected.DELETE("/nodes/onboard/:jobId", onboardingHandler.CancelOnboardingJob)
+
 			// System settings
 			protected.GET("/settings", settingsHandler.GetSettings)
 			protected.GET("/settings/billing", billingHandler.GetBillingConfig)
@@ -243,6 +256,25 @@ func main() {
 			protected.PUT("/settings/alerts", alertHandler.UpdateAlertConfig)
 			protected.POST("/settings/alerts/test", alertHandler.TestChannel)
 
+			// Control plane settings
+			protected.GET("/settings/control-plane", onboardingHandler.GetControlPlaneConfig)
+			protected.PUT("/settings/control-plane", onboardingHandler.UpdateControlPlaneConfig)
+			protected.POST("/settings/control-plane/test", onboardingHandler.TestControlPlaneConnection)
+
+			// Init scripts settings
+			protected.GET("/settings/init-scripts", onboardingHandler.ListInitScripts)
+			protected.POST("/settings/init-scripts", onboardingHandler.CreateInitScript)
+			protected.GET("/settings/init-scripts/:id", onboardingHandler.GetInitScript)
+			protected.PUT("/settings/init-scripts/:id", onboardingHandler.UpdateInitScript)
+			protected.DELETE("/settings/init-scripts/:id", onboardingHandler.DeleteInitScript)
+			protected.PUT("/settings/init-scripts/:id/toggle", onboardingHandler.ToggleInitScript)
+			protected.PUT("/settings/init-scripts/reorder", onboardingHandler.ReorderInitScripts)
+
+			// Configuration import/export
+			protected.GET("/settings/export", configTransferHandler.ExportConfig)
+			protected.POST("/settings/import/preview", configTransferHandler.PreviewImport)
+			protected.POST("/settings/import/apply", configTransferHandler.ApplyImport)
+
 			// Node metrics (from Prometheus)
 			protected.GET("/metrics/node/:name", settingsHandler.GetNodeMetrics)
 
diff --git a/api-server/internal/config/config.go b/api-server/internal/config/config.go
index 437324d..8d4f555 100644
--- a/api-server/internal/config/config.go
+++ b/api-server/internal/config/config.go
@@ -21,6 +21,9 @@ type Config struct {
 	// External services
 	OpenCostURL   string
 	PrometheusURL string
+
+	// Feature toggles
+	CapsuleEnabled bool
 }
 
 // Load reads configuration from environment variables
@@ -32,8 +35,9 @@ func Load() (*Config, error) {
 		AdminUsername: "admin",
 		AdminPassword: "admin",
 		JWTSecret:     "bison-secret-key-change-in-production",
-		OpenCostURL:   "",
-		PrometheusURL: "",
+		OpenCostURL:    "",
+		PrometheusURL:  "",
+		CapsuleEnabled: true,
 	}
 
 	if port := os.Getenv("PORT"); port != "" {
@@ -70,5 +74,10 @@ func Load() (*Config, error) {
 		cfg.PrometheusURL = prometheusURL
 	}
 
+	// Feature toggles
+	if capsuleEnabled := os.Getenv("CAPSULE_ENABLED"); capsuleEnabled == "false" {
+		cfg.CapsuleEnabled = false
+	}
+
 	return cfg, nil
 }
diff --git a/api-server/internal/handler/config_transfer.go b/api-server/internal/handler/config_transfer.go
new file mode 100644
index 0000000..c101a72
--- /dev/null
+++ b/api-server/internal/handler/config_transfer.go
@@ -0,0 +1,116 @@
+package handler
+
+import (
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"strings"
+	"time"
+
+	"github.com/gin-gonic/gin"
+
+	"github.com/bison/api-server/internal/service"
+	"github.com/bison/api-server/pkg/logger"
+)
+
+// ConfigTransferHandler handles configuration import/export requests
+type ConfigTransferHandler struct {
+	configTransferSvc *service.ConfigTransferService
+}
+
+// NewConfigTransferHandler creates a new ConfigTransferHandler
+func NewConfigTransferHandler(svc *service.ConfigTransferService) *ConfigTransferHandler {
+	return &ConfigTransferHandler{
+		configTransferSvc: svc,
+	}
+}
+
+// ExportConfig exports configuration as a JSON file download
+func (h *ConfigTransferHandler) ExportConfig(c *gin.Context) {
+	sectionsParam := c.DefaultQuery("sections", strings.Join(service.AllSections, ","))
+	includeSensitive := c.DefaultQuery("includeSensitive", "false") == "true"
+
+	sections := strings.Split(sectionsParam, ",")
+	for i := range sections {
+		sections[i] = strings.TrimSpace(sections[i])
+	}
+
+	operator := "admin"
+	if username, exists := c.Get("username"); exists {
+		operator = username.(string)
+	}
+
+	config, err := h.configTransferSvc.Export(c.Request.Context(), sections, includeSensitive, operator)
+	if err != nil {
+		logger.Error("Failed to export config", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	data, err := json.MarshalIndent(config, "", "  ")
+	if err != nil {
+		logger.Error("Failed to marshal export config", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": "序列化配置失败"})
+		return
+	}
+
+	filename := fmt.Sprintf("bison-config-%s.json", time.Now().Format("20060102-150405"))
+	c.Header("Content-Type", "application/json")
+	c.Header("Content-Disposition", fmt.Sprintf("attachment; filename=%s", filename))
+	c.Data(http.StatusOK, "application/json", data)
+}
+
+// PreviewImport validates and previews an import configuration
+func (h *ConfigTransferHandler) PreviewImport(c *gin.Context) {
+	var config service.ExportConfig
+	if err := c.ShouldBindJSON(&config); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "无效的 JSON 格式: " + err.Error()})
+		return
+	}
+
+	if config.Version == "" {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "缺少 version 字段"})
+		return
+	}
+	if config.Sections == nil || len(config.Sections) == 0 {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "缺少 sections 字段"})
+		return
+	}
+
+	result, err := h.configTransferSvc.Preview(c.Request.Context(), &config)
+	if err != nil {
+		logger.Error("Failed to preview import", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, result)
+}
+
+// ApplyImport applies the imported configuration
+func (h *ConfigTransferHandler) ApplyImport(c *gin.Context) {
+	var req service.ImportRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "无效的请求格式: " + err.Error()})
+		return
+	}
+
+	if len(req.Sections) == 0 {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "请选择至少一个配置模块"})
+		return
+	}
+
+	if req.Config.Version == "" || req.Config.Sections == nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "无效的配置数据"})
+		return
+	}
+
+	result, err := h.configTransferSvc.Apply(c.Request.Context(), &req)
+	if err != nil {
+		logger.Error("Failed to apply import", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, result)
+}
diff --git a/api-server/internal/handler/onboarding.go b/api-server/internal/handler/onboarding.go
new file mode 100644
index 0000000..ef19ef8
--- /dev/null
+++ b/api-server/internal/handler/onboarding.go
@@ -0,0 +1,277 @@
+package handler
+
+import (
+	"net/http"
+
+	"github.com/gin-gonic/gin"
+
+	"github.com/bison/api-server/internal/service"
+	"github.com/bison/api-server/pkg/logger"
+)
+
+// OnboardingHandler handles node onboarding requests
+type OnboardingHandler struct {
+	onboardingSvc   *service.OnboardingService
+	initScriptSvc   *service.InitScriptService
+}
+
+// NewOnboardingHandler creates a new OnboardingHandler
+func NewOnboardingHandler(onboardingSvc *service.OnboardingService, initScriptSvc *service.InitScriptService) *OnboardingHandler {
+	return &OnboardingHandler{
+		onboardingSvc:   onboardingSvc,
+		initScriptSvc:   initScriptSvc,
+	}
+}
+
+// StartOnboarding starts a new node onboarding job
+// POST /api/v1/nodes/onboard
+func (h *OnboardingHandler) StartOnboarding(c *gin.Context) {
+	var req service.OnboardingRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+
+	job, err := h.onboardingSvc.StartOnboarding(c.Request.Context(), &req)
+	if err != nil {
+		logger.Error("Failed to start onboarding", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusAccepted, job)
+}
+
+// GetOnboardingJob returns a specific onboarding job
+// GET /api/v1/nodes/onboard/:jobId
+func (h *OnboardingHandler) GetOnboardingJob(c *gin.Context) {
+	jobID := c.Param("jobId")
+
+	job, err := h.onboardingSvc.GetJob(c.Request.Context(), jobID)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, job)
+}
+
+// ListOnboardingJobs returns all onboarding jobs
+// GET /api/v1/nodes/onboard
+func (h *OnboardingHandler) ListOnboardingJobs(c *gin.Context) {
+	jobs, err := h.onboardingSvc.ListJobs(c.Request.Context())
+	if err != nil {
+		logger.Error("Failed to list onboarding jobs", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"items": jobs})
+}
+
+// CancelOnboardingJob cancels a running onboarding job
+// DELETE /api/v1/nodes/onboard/:jobId
+func (h *OnboardingHandler) CancelOnboardingJob(c *gin.Context) {
+	jobID := c.Param("jobId")
+
+	err := h.onboardingSvc.CancelJob(c.Request.Context(), jobID)
+	if err != nil {
+		logger.Error("Failed to cancel onboarding job", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"message": "Job cancelled"})
+}
+
+// GetControlPlaneConfig returns the control plane configuration
+// GET /api/v1/settings/control-plane
+func (h *OnboardingHandler) GetControlPlaneConfig(c *gin.Context) {
+	config, err := h.initScriptSvc.GetControlPlaneConfig(c.Request.Context())
+	if err != nil {
+		logger.Error("Failed to get control plane config", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	// Mask sensitive data
+	response := gin.H{
+		"host":       config.Host,
+		"sshPort":    config.SSHPort,
+		"sshUser":    config.SSHUser,
+		"authMethod": config.AuthMethod,
+		"hasPassword":   config.Password != "",
+		"hasPrivateKey": config.PrivateKey != "",
+	}
+
+	c.JSON(http.StatusOK, response)
+}
+
+// UpdateControlPlaneConfig updates the control plane configuration
+// PUT /api/v1/settings/control-plane
+func (h *OnboardingHandler) UpdateControlPlaneConfig(c *gin.Context) {
+	var config service.ControlPlaneConfig
+	if err := c.ShouldBindJSON(&config); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+
+	// Get existing config to preserve credentials if not provided
+	existing, _ := h.initScriptSvc.GetControlPlaneConfig(c.Request.Context())
+	if existing != nil {
+		if config.Password == "" && existing.Password != "" {
+			config.Password = existing.Password
+		}
+		if config.PrivateKey == "" && existing.PrivateKey != "" {
+			config.PrivateKey = existing.PrivateKey
+		}
+	}
+
+	err := h.initScriptSvc.SaveControlPlaneConfig(c.Request.Context(), &config)
+	if err != nil {
+		logger.Error("Failed to save control plane config", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"message": "Control plane configuration saved"})
+}
+
+// TestControlPlaneConnection tests the control plane SSH connection
+// POST /api/v1/settings/control-plane/test
+func (h *OnboardingHandler) TestControlPlaneConnection(c *gin.Context) {
+	err := h.onboardingSvc.TestControlPlaneConnection(c.Request.Context())
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"message": "Connection successful"})
+}
+
+// ListInitScripts returns all init script groups
+// GET /api/v1/settings/init-scripts
+func (h *OnboardingHandler) ListInitScripts(c *gin.Context) {
+	groups, err := h.initScriptSvc.GetAllScriptGroups(c.Request.Context())
+	if err != nil {
+		logger.Error("Failed to list init scripts", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"items": groups})
+}
+
+// GetInitScript returns a specific init script group
+// GET /api/v1/settings/init-scripts/:id
+func (h *OnboardingHandler) GetInitScript(c *gin.Context) {
+	id := c.Param("id")
+
+	group, err := h.initScriptSvc.GetScriptGroup(c.Request.Context(), id)
+	if err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, group)
+}
+
+// CreateInitScript creates a new init script group
+// POST /api/v1/settings/init-scripts
+func (h *OnboardingHandler) CreateInitScript(c *gin.Context) {
+	var group service.ScriptGroup
+	if err := c.ShouldBindJSON(&group); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+
+	err := h.initScriptSvc.CreateScriptGroup(c.Request.Context(), &group)
+	if err != nil {
+		logger.Error("Failed to create init script", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusCreated, group)
+}
+
+// UpdateInitScript updates an init script group
+// PUT /api/v1/settings/init-scripts/:id
+func (h *OnboardingHandler) UpdateInitScript(c *gin.Context) {
+	id := c.Param("id")
+
+	var group service.ScriptGroup
+	if err := c.ShouldBindJSON(&group); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+
+	err := h.initScriptSvc.UpdateScriptGroup(c.Request.Context(), id, &group)
+	if err != nil {
+		logger.Error("Failed to update init script", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, group)
+}
+
+// DeleteInitScript deletes an init script group
+// DELETE /api/v1/settings/init-scripts/:id
+func (h *OnboardingHandler) DeleteInitScript(c *gin.Context) {
+	id := c.Param("id")
+
+	err := h.initScriptSvc.DeleteScriptGroup(c.Request.Context(), id)
+	if err != nil {
+		logger.Error("Failed to delete init script", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"message": "Script group deleted"})
+}
+
+// ToggleInitScript enables or disables an init script group
+// PUT /api/v1/settings/init-scripts/:id/toggle
+func (h *OnboardingHandler) ToggleInitScript(c *gin.Context) {
+	id := c.Param("id")
+
+	var req struct {
+		Enabled bool `json:"enabled"`
+	}
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+
+	err := h.initScriptSvc.ToggleScriptGroup(c.Request.Context(), id, req.Enabled)
+	if err != nil {
+		logger.Error("Failed to toggle init script", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"message": "Script group toggled"})
+}
+
+// ReorderInitScripts updates the order of init script groups
+// PUT /api/v1/settings/init-scripts/reorder
+func (h *OnboardingHandler) ReorderInitScripts(c *gin.Context) {
+	var req struct {
+		IDs []string `json:"ids"`
+	}
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+
+	err := h.initScriptSvc.ReorderScriptGroups(c.Request.Context(), req.IDs)
+	if err != nil {
+		logger.Error("Failed to reorder init scripts", "error", err)
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"message": "Script groups reordered"})
+}
+
diff --git a/api-server/internal/handler/settings.go b/api-server/internal/handler/settings.go
index ccdf5cb..7419710 100644
--- a/api-server/internal/handler/settings.go
+++ b/api-server/internal/handler/settings.go
@@ -32,8 +32,17 @@ func (h *SettingsHandler) GetSettings(c *gin.Context) {
 func (h *SettingsHandler) GetNodeMetrics(c *gin.Context) {
 	nodeName := c.Param("name")
 	hours, _ := strconv.Atoi(c.DefaultQuery("hours", "24"))
+	hasGpu := c.DefaultQuery("hasGpu", "false") == "true"
+	hasNpu := c.DefaultQuery("hasNpu", "false") == "true"
+
+	req := service.NodeMetricsRequest{
+		NodeName: nodeName,
+		Hours:    hours,
+		HasGpu:   hasGpu,
+		HasNpu:   hasNpu,
+	}
 
-	metrics, err := h.settingsSvc.GetNodeMetrics(c.Request.Context(), nodeName, hours)
+	metrics, err := h.settingsSvc.GetNodeMetrics(c.Request.Context(), req)
 	if err != nil {
 		logger.Error("Failed to get node metrics", "node", nodeName, "error", err)
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
diff --git a/api-server/internal/service/config_transfer_service.go b/api-server/internal/service/config_transfer_service.go
new file mode 100644
index 0000000..7127f90
--- /dev/null
+++ b/api-server/internal/service/config_transfer_service.go
@@ -0,0 +1,664 @@
+package service
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"time"
+
+	"github.com/bison/api-server/pkg/logger"
+)
+
+const (
+	ExportVersion    = "1.0"
+	RedactedValue    = "***REDACTED***"
+	SectionBilling   = "billing"
+	SectionAlerts    = "alerts"
+	SectionResources = "resources"
+	SectionCP        = "controlPlane"
+	SectionScripts   = "initScripts"
+)
+
+var AllSections = []string{SectionBilling, SectionAlerts, SectionResources, SectionCP, SectionScripts}
+
+// ExportConfig represents the full export file structure
+type ExportConfig struct {
+	Version    string                 `json:"version"`
+	ExportedAt time.Time             `json:"exportedAt"`
+	ExportedBy string                 `json:"exportedBy"`
+	Sections   map[string]json.RawMessage `json:"sections"`
+}
+
+// SectionPreview holds diff info for one config section
+type SectionPreview struct {
+	Present          bool                              `json:"present"`
+	Valid            bool                              `json:"valid"`
+	HasSensitiveData bool                              `json:"hasSensitiveData"`
+	Changes          map[string]*FieldChange           `json:"changes,omitempty"`
+	Summary          *ResourceSummary                  `json:"summary,omitempty"`
+	Warnings         []string                          `json:"warnings,omitempty"`
+	Errors           []string                          `json:"errors,omitempty"`
+}
+
+// FieldChange represents a single field change
+type FieldChange struct {
+	Current  interface{} `json:"current"`
+	Imported interface{} `json:"imported"`
+}
+
+// ResourceSummary for array-based configs
+type ResourceSummary struct {
+	Added     []string `json:"added,omitempty"`
+	Modified  []string `json:"modified,omitempty"`
+	Removed   []string `json:"removed,omitempty"`
+	Unchanged []string `json:"unchanged,omitempty"`
+}
+
+// ImportPreviewResult holds the preview/diff analysis
+type ImportPreviewResult struct {
+	Valid      bool                       `json:"valid"`
+	Version    string                     `json:"version"`
+	ExportedAt string                     `json:"exportedAt,omitempty"`
+	Sections   map[string]*SectionPreview `json:"sections"`
+	Errors     []string                   `json:"errors"`
+	Warnings   []string                   `json:"warnings"`
+}
+
+// ImportRequest holds the import apply request
+type ImportRequest struct {
+	Config            ExportConfig `json:"config"`
+	Sections          []string     `json:"sections"`
+	PreserveSensitive bool         `json:"preserveSensitive"`
+}
+
+// ImportResult holds the import apply result
+type ImportResult struct {
+	Message  string   `json:"message"`
+	Applied  []string `json:"applied"`
+	Skipped  []string `json:"skipped"`
+	Warnings []string `json:"warnings"`
+}
+
+// ConfigTransferService handles configuration export and import
+type ConfigTransferService struct {
+	billingSvc        *BillingService
+	alertSvc          *AlertService
+	resourceConfigSvc *ResourceConfigService
+	initScriptSvc     *InitScriptService
+}
+
+// NewConfigTransferService creates a new ConfigTransferService
+func NewConfigTransferService(
+	billingSvc *BillingService,
+	alertSvc *AlertService,
+	resourceConfigSvc *ResourceConfigService,
+	initScriptSvc *InitScriptService,
+) *ConfigTransferService {
+	return &ConfigTransferService{
+		billingSvc:        billingSvc,
+		alertSvc:          alertSvc,
+		resourceConfigSvc: resourceConfigSvc,
+		initScriptSvc:     initScriptSvc,
+	}
+}
+
+// Export exports selected configuration sections
+func (s *ConfigTransferService) Export(ctx context.Context, sections []string, includeSensitive bool, operator string) (*ExportConfig, error) {
+	logger.Info("Exporting configuration", "sections", sections, "includeSensitive", includeSensitive, "operator", operator)
+
+	sectionSet := make(map[string]bool)
+	for _, sec := range sections {
+		sectionSet[sec] = true
+	}
+
+	result := &ExportConfig{
+		Version:    ExportVersion,
+		ExportedAt: time.Now(),
+		ExportedBy: operator,
+		Sections:   make(map[string]json.RawMessage),
+	}
+
+	if sectionSet[SectionBilling] {
+		config, err := s.billingSvc.GetConfig(ctx)
+		if err != nil {
+			return nil, fmt.Errorf("failed to export billing config: %w", err)
+		}
+		data, _ := json.Marshal(config)
+		result.Sections[SectionBilling] = data
+	}
+
+	if sectionSet[SectionAlerts] {
+		config, err := s.alertSvc.GetConfig(ctx)
+		if err != nil {
+			return nil, fmt.Errorf("failed to export alert config: %w", err)
+		}
+		if !includeSensitive {
+			s.redactAlertChannels(config)
+		}
+		data, _ := json.Marshal(config)
+		result.Sections[SectionAlerts] = data
+	}
+
+	if sectionSet[SectionResources] {
+		configs, err := s.resourceConfigSvc.GetResourceConfigs(ctx)
+		if err != nil {
+			return nil, fmt.Errorf("failed to export resource configs: %w", err)
+		}
+		data, _ := json.Marshal(configs)
+		result.Sections[SectionResources] = data
+	}
+
+	if sectionSet[SectionCP] {
+		config, err := s.initScriptSvc.GetControlPlaneConfig(ctx)
+		if err != nil {
+			return nil, fmt.Errorf("failed to export control plane config: %w", err)
+		}
+		if !includeSensitive {
+			if config.Password != "" {
+				config.Password = RedactedValue
+			}
+			if config.PrivateKey != "" {
+				config.PrivateKey = RedactedValue
+			}
+		}
+		data, _ := json.Marshal(config)
+		result.Sections[SectionCP] = data
+	}
+
+	if sectionSet[SectionScripts] {
+		groups, err := s.initScriptSvc.GetAllScriptGroups(ctx)
+		if err != nil {
+			return nil, fmt.Errorf("failed to export init scripts: %w", err)
+		}
+		data, _ := json.Marshal(groups)
+		result.Sections[SectionScripts] = data
+	}
+
+	return result, nil
+}
+
+// redactAlertChannels masks sensitive webhook URLs in alert channels
+func (s *ConfigTransferService) redactAlertChannels(config *AlertConfig) {
+	sensitiveKeys := map[string]bool{
+		"url":     true,
+		"webhook": true,
+		"smtp":    true,
+	}
+	for i := range config.Channels {
+		for key := range config.Channels[i].Config {
+			if sensitiveKeys[key] {
+				val := config.Channels[i].Config[key]
+				if len(val) > 20 {
+					config.Channels[i].Config[key] = val[:10] + "***" + val[len(val)-5:]
+				} else if val != "" {
+					config.Channels[i].Config[key] = RedactedValue
+				}
+			}
+		}
+	}
+}
+
+// Preview validates and previews an import configuration
+func (s *ConfigTransferService) Preview(ctx context.Context, config *ExportConfig) (*ImportPreviewResult, error) {
+	logger.Info("Previewing configuration import")
+
+	result := &ImportPreviewResult{
+		Valid:    true,
+		Version:  config.Version,
+		Sections: make(map[string]*SectionPreview),
+		Errors:   []string{},
+		Warnings: []string{},
+	}
+
+	if config.Version != ExportVersion {
+		result.Valid = false
+		result.Errors = append(result.Errors, fmt.Sprintf("不支持的版本: %s (期望 %s)", config.Version, ExportVersion))
+		return result, nil
+	}
+
+	if !config.ExportedAt.IsZero() {
+		result.ExportedAt = config.ExportedAt.Format(time.RFC3339)
+	}
+
+	for section, raw := range config.Sections {
+		switch section {
+		case SectionBilling:
+			preview := s.previewBilling(ctx, raw)
+			result.Sections[section] = preview
+			if !preview.Valid {
+				result.Valid = false
+			}
+		case SectionAlerts:
+			preview := s.previewAlerts(ctx, raw)
+			result.Sections[section] = preview
+			if !preview.Valid {
+				result.Valid = false
+			}
+		case SectionResources:
+			preview := s.previewResources(ctx, raw)
+			result.Sections[section] = preview
+			if !preview.Valid {
+				result.Valid = false
+			}
+		case SectionCP:
+			preview := s.previewControlPlane(ctx, raw)
+			result.Sections[section] = preview
+			if !preview.Valid {
+				result.Valid = false
+			}
+		case SectionScripts:
+			preview := s.previewInitScripts(ctx, raw)
+			result.Sections[section] = preview
+			if !preview.Valid {
+				result.Valid = false
+			}
+		default:
+			result.Warnings = append(result.Warnings, fmt.Sprintf("未知的配置模块: %s (将被忽略)", section))
+		}
+	}
+
+	return result, nil
+}
+
+func (s *ConfigTransferService) previewBilling(ctx context.Context, raw json.RawMessage) *SectionPreview {
+	preview := &SectionPreview{Present: true, Valid: true}
+
+	var imported BillingConfig
+	if err := json.Unmarshal(raw, &imported); err != nil {
+		preview.Valid = false
+		preview.Errors = append(preview.Errors, "计费配置格式无效: "+err.Error())
+		return preview
+	}
+
+	if imported.Interval <= 0 || imported.Interval > 24 {
+		preview.Errors = append(preview.Errors, "计费间隔必须在 1-24 小时之间")
+		preview.Valid = false
+	}
+	if imported.Currency == "" {
+		preview.Errors = append(preview.Errors, "货币代码不能为空")
+		preview.Valid = false
+	}
+
+	current, err := s.billingSvc.GetConfig(ctx)
+	if err != nil {
+		preview.Warnings = append(preview.Warnings, "无法获取当前计费配置进行对比")
+		return preview
+	}
+
+	preview.Changes = make(map[string]*FieldChange)
+	if current.Enabled != imported.Enabled {
+		preview.Changes["enabled"] = &FieldChange{Current: current.Enabled, Imported: imported.Enabled}
+	}
+	if current.Interval != imported.Interval {
+		preview.Changes["interval"] = &FieldChange{Current: current.Interval, Imported: imported.Interval}
+	}
+	if current.Currency != imported.Currency {
+		preview.Changes["currency"] = &FieldChange{Current: current.Currency, Imported: imported.Currency}
+	}
+	if current.CurrencySymbol != imported.CurrencySymbol {
+		preview.Changes["currencySymbol"] = &FieldChange{Current: current.CurrencySymbol, Imported: imported.CurrencySymbol}
+	}
+	if current.GracePeriodValue != imported.GracePeriodValue {
+		preview.Changes["gracePeriodValue"] = &FieldChange{Current: current.GracePeriodValue, Imported: imported.GracePeriodValue}
+	}
+	if current.GracePeriodUnit != imported.GracePeriodUnit {
+		preview.Changes["gracePeriodUnit"] = &FieldChange{Current: current.GracePeriodUnit, Imported: imported.GracePeriodUnit}
+	}
+
+	return preview
+}
+
+func (s *ConfigTransferService) previewAlerts(ctx context.Context, raw json.RawMessage) *SectionPreview {
+	preview := &SectionPreview{Present: true, Valid: true}
+
+	var imported AlertConfig
+	if err := json.Unmarshal(raw, &imported); err != nil {
+		preview.Valid = false
+		preview.Errors = append(preview.Errors, "告警配置格式无效: "+err.Error())
+		return preview
+	}
+
+	if imported.BalanceThreshold < 0 {
+		preview.Errors = append(preview.Errors, "告警阈值不能为负数")
+		preview.Valid = false
+	}
+
+	for _, ch := range imported.Channels {
+		if ch.ID == "" || ch.Type == "" || ch.Name == "" {
+			preview.Errors = append(preview.Errors, fmt.Sprintf("告警通道 '%s' 缺少必填字段 (id/type/name)", ch.Name))
+			preview.Valid = false
+		}
+		for _, val := range ch.Config {
+			if val == RedactedValue {
+				preview.HasSensitiveData = true
+				preview.Warnings = append(preview.Warnings, "告警通道包含已脱敏的敏感数据，导入时将保留当前值")
+				break
+			}
+		}
+	}
+
+	current, err := s.alertSvc.GetConfig(ctx)
+	if err != nil {
+		preview.Warnings = append(preview.Warnings, "无法获取当前告警配置进行对比")
+		return preview
+	}
+
+	preview.Changes = make(map[string]*FieldChange)
+	if current.BalanceThreshold != imported.BalanceThreshold {
+		preview.Changes["balanceThreshold"] = &FieldChange{Current: current.BalanceThreshold, Imported: imported.BalanceThreshold}
+	}
+	if len(current.Channels) != len(imported.Channels) {
+		preview.Changes["channels"] = &FieldChange{
+			Current:  fmt.Sprintf("%d 个通道", len(current.Channels)),
+			Imported: fmt.Sprintf("%d 个通道", len(imported.Channels)),
+		}
+	}
+
+	return preview
+}
+
+func (s *ConfigTransferService) previewResources(ctx context.Context, raw json.RawMessage) *SectionPreview {
+	preview := &SectionPreview{Present: true, Valid: true}
+
+	var imported []ResourceDefinition
+	if err := json.Unmarshal(raw, &imported); err != nil {
+		preview.Valid = false
+		preview.Errors = append(preview.Errors, "资源配置格式无效: "+err.Error())
+		return preview
+	}
+
+	for _, r := range imported {
+		if r.Name == "" {
+			preview.Errors = append(preview.Errors, "资源名称不能为空")
+			preview.Valid = false
+		}
+		if r.Divisor <= 0 {
+			preview.Errors = append(preview.Errors, fmt.Sprintf("资源 '%s' 的 divisor 必须大于 0", r.Name))
+			preview.Valid = false
+		}
+	}
+
+	current, err := s.resourceConfigSvc.GetResourceConfigs(ctx)
+	if err != nil {
+		preview.Warnings = append(preview.Warnings, "无法获取当前资源配置进行对比")
+		return preview
+	}
+
+	currentMap := make(map[string]ResourceDefinition)
+	for _, r := range current {
+		currentMap[r.Name] = r
+	}
+	importedMap := make(map[string]ResourceDefinition)
+	for _, r := range imported {
+		importedMap[r.Name] = r
+	}
+
+	summary := &ResourceSummary{}
+	for _, r := range imported {
+		if _, exists := currentMap[r.Name]; exists {
+			curR := currentMap[r.Name]
+			if curR.DisplayName != r.DisplayName || curR.Unit != r.Unit || curR.Divisor != r.Divisor ||
+				curR.Category != r.Category || curR.Enabled != r.Enabled || curR.Price != r.Price ||
+				curR.SortOrder != r.SortOrder || curR.ShowInQuota != r.ShowInQuota {
+				summary.Modified = append(summary.Modified, r.Name)
+			} else {
+				summary.Unchanged = append(summary.Unchanged, r.Name)
+			}
+		} else {
+			summary.Added = append(summary.Added, r.Name)
+		}
+	}
+	for _, r := range current {
+		if _, exists := importedMap[r.Name]; !exists {
+			summary.Removed = append(summary.Removed, r.Name)
+		}
+	}
+
+	if len(summary.Removed) > 0 {
+		preview.Warnings = append(preview.Warnings, fmt.Sprintf("以下资源将被移除: %v", summary.Removed))
+	}
+
+	preview.Summary = summary
+	return preview
+}
+
+func (s *ConfigTransferService) previewControlPlane(ctx context.Context, raw json.RawMessage) *SectionPreview {
+	preview := &SectionPreview{Present: true, Valid: true}
+
+	var imported ControlPlaneConfig
+	if err := json.Unmarshal(raw, &imported); err != nil {
+		preview.Valid = false
+		preview.Errors = append(preview.Errors, "控制面配置格式无效: "+err.Error())
+		return preview
+	}
+
+	if imported.SSHPort < 1 || imported.SSHPort > 65535 {
+		preview.Errors = append(preview.Errors, "SSH 端口必须在 1-65535 之间")
+		preview.Valid = false
+	}
+	if imported.AuthMethod != "" && imported.AuthMethod != "password" && imported.AuthMethod != "privateKey" {
+		preview.Errors = append(preview.Errors, "认证方式必须为 password 或 privateKey")
+		preview.Valid = false
+	}
+
+	if imported.Password == RedactedValue || imported.PrivateKey == RedactedValue {
+		preview.HasSensitiveData = true
+		preview.Warnings = append(preview.Warnings, "敏感数据 (密码/私钥) 已被排除，导入时将保留当前值")
+	}
+
+	current, err := s.initScriptSvc.GetControlPlaneConfig(ctx)
+	if err != nil {
+		preview.Warnings = append(preview.Warnings, "无法获取当前控制面配置进行对比")
+		return preview
+	}
+
+	preview.Changes = make(map[string]*FieldChange)
+	if current.Host != imported.Host {
+		preview.Changes["host"] = &FieldChange{Current: current.Host, Imported: imported.Host}
+	}
+	if current.SSHPort != imported.SSHPort {
+		preview.Changes["sshPort"] = &FieldChange{Current: current.SSHPort, Imported: imported.SSHPort}
+	}
+	if current.SSHUser != imported.SSHUser {
+		preview.Changes["sshUser"] = &FieldChange{Current: current.SSHUser, Imported: imported.SSHUser}
+	}
+	if current.AuthMethod != imported.AuthMethod {
+		preview.Changes["authMethod"] = &FieldChange{Current: current.AuthMethod, Imported: imported.AuthMethod}
+	}
+
+	return preview
+}
+
+func (s *ConfigTransferService) previewInitScripts(ctx context.Context, raw json.RawMessage) *SectionPreview {
+	preview := &SectionPreview{Present: true, Valid: true}
+
+	var imported []ScriptGroup
+	if err := json.Unmarshal(raw, &imported); err != nil {
+		preview.Valid = false
+		preview.Errors = append(preview.Errors, "初始化脚本配置格式无效: "+err.Error())
+		return preview
+	}
+
+	for _, g := range imported {
+		if g.ID == "" || g.Name == "" {
+			preview.Errors = append(preview.Errors, fmt.Sprintf("脚本组 '%s' 缺少必填字段 (id/name)", g.Name))
+			preview.Valid = false
+		}
+		if g.Phase != PhasePreJoin && g.Phase != PhasePostJoin {
+			preview.Errors = append(preview.Errors, fmt.Sprintf("脚本组 '%s' 的 phase 必须为 pre-join 或 post-join", g.Name))
+			preview.Valid = false
+		}
+	}
+
+	current, err := s.initScriptSvc.GetAllScriptGroups(ctx)
+	if err != nil {
+		preview.Warnings = append(preview.Warnings, "无法获取当前初始化脚本进行对比")
+		return preview
+	}
+
+	currentMap := make(map[string]ScriptGroup)
+	for _, g := range current {
+		currentMap[g.ID] = g
+	}
+
+	summary := &ResourceSummary{}
+	for _, g := range imported {
+		if _, exists := currentMap[g.ID]; exists {
+			summary.Modified = append(summary.Modified, g.Name)
+		} else {
+			summary.Added = append(summary.Added, g.Name)
+		}
+	}
+	importedMap := make(map[string]bool)
+	for _, g := range imported {
+		importedMap[g.ID] = true
+	}
+	for _, g := range current {
+		if !importedMap[g.ID] {
+			summary.Removed = append(summary.Removed, g.Name)
+		}
+	}
+
+	builtinOverwrite := 0
+	for _, g := range imported {
+		if cur, exists := currentMap[g.ID]; exists && cur.Builtin {
+			builtinOverwrite++
+		}
+	}
+	if builtinOverwrite > 0 {
+		preview.Warnings = append(preview.Warnings, fmt.Sprintf("将覆盖 %d 个内置脚本组", builtinOverwrite))
+	}
+
+	preview.Summary = summary
+	return preview
+}
+
+// Apply applies the imported configuration
+func (s *ConfigTransferService) Apply(ctx context.Context, req *ImportRequest) (*ImportResult, error) {
+	logger.Info("Applying imported configuration", "sections", req.Sections)
+
+	result := &ImportResult{
+		Applied:  []string{},
+		Skipped:  []string{},
+		Warnings: []string{},
+	}
+
+	sectionSet := make(map[string]bool)
+	for _, sec := range req.Sections {
+		sectionSet[sec] = true
+	}
+
+	for _, section := range AllSections {
+		raw, exists := req.Config.Sections[section]
+		if !exists || !sectionSet[section] {
+			if sectionSet[section] {
+				result.Skipped = append(result.Skipped, section)
+			}
+			continue
+		}
+
+		var err error
+		switch section {
+		case SectionBilling:
+			err = s.applyBilling(ctx, raw)
+		case SectionAlerts:
+			err = s.applyAlerts(ctx, raw, req.PreserveSensitive)
+		case SectionResources:
+			err = s.applyResources(ctx, raw)
+		case SectionCP:
+			err = s.applyControlPlane(ctx, raw, req.PreserveSensitive)
+		case SectionScripts:
+			err = s.applyInitScripts(ctx, raw)
+		}
+
+		if err != nil {
+			result.Warnings = append(result.Warnings, fmt.Sprintf("%s 导入失败: %s", section, err.Error()))
+			result.Skipped = append(result.Skipped, section)
+		} else {
+			result.Applied = append(result.Applied, section)
+		}
+	}
+
+	if len(result.Applied) > 0 {
+		result.Message = fmt.Sprintf("成功导入 %d 个配置模块", len(result.Applied))
+	} else {
+		result.Message = "未成功导入任何配置模块"
+	}
+
+	return result, nil
+}
+
+func (s *ConfigTransferService) applyBilling(ctx context.Context, raw json.RawMessage) error {
+	var config BillingConfig
+	if err := json.Unmarshal(raw, &config); err != nil {
+		return fmt.Errorf("解析计费配置失败: %w", err)
+	}
+	return s.billingSvc.SetConfig(ctx, &config)
+}
+
+func (s *ConfigTransferService) applyAlerts(ctx context.Context, raw json.RawMessage, preserveSensitive bool) error {
+	var config AlertConfig
+	if err := json.Unmarshal(raw, &config); err != nil {
+		return fmt.Errorf("解析告警配置失败: %w", err)
+	}
+
+	if preserveSensitive {
+		current, err := s.alertSvc.GetConfig(ctx)
+		if err == nil {
+			currentChannelMap := make(map[string]NotifyChannel)
+			for _, ch := range current.Channels {
+				currentChannelMap[ch.ID] = ch
+			}
+			for i, ch := range config.Channels {
+				if curCh, exists := currentChannelMap[ch.ID]; exists {
+					for key, val := range ch.Config {
+						if val == RedactedValue || (len(val) > 8 && val[len(val)-3:] == "***") {
+							if curVal, ok := curCh.Config[key]; ok {
+								config.Channels[i].Config[key] = curVal
+							}
+						}
+					}
+				}
+			}
+		}
+	}
+
+	return s.alertSvc.SetConfig(ctx, &config)
+}
+
+func (s *ConfigTransferService) applyResources(ctx context.Context, raw json.RawMessage) error {
+	var configs []ResourceDefinition
+	if err := json.Unmarshal(raw, &configs); err != nil {
+		return fmt.Errorf("解析资源配置失败: %w", err)
+	}
+	return s.resourceConfigSvc.SaveResourceConfigs(ctx, configs)
+}
+
+func (s *ConfigTransferService) applyControlPlane(ctx context.Context, raw json.RawMessage, preserveSensitive bool) error {
+	var config ControlPlaneConfig
+	if err := json.Unmarshal(raw, &config); err != nil {
+		return fmt.Errorf("解析控制面配置失败: %w", err)
+	}
+
+	if preserveSensitive {
+		current, err := s.initScriptSvc.GetControlPlaneConfig(ctx)
+		if err == nil {
+			if config.Password == RedactedValue {
+				config.Password = current.Password
+			}
+			if config.PrivateKey == RedactedValue {
+				config.PrivateKey = current.PrivateKey
+			}
+		}
+	}
+
+	return s.initScriptSvc.SaveControlPlaneConfig(ctx, &config)
+}
+
+func (s *ConfigTransferService) applyInitScripts(ctx context.Context, raw json.RawMessage) error {
+	var groups []ScriptGroup
+	if err := json.Unmarshal(raw, &groups); err != nil {
+		return fmt.Errorf("解析初始化脚本配置失败: %w", err)
+	}
+	return s.initScriptSvc.SaveAllScriptGroups(ctx, groups)
+}
diff --git a/api-server/internal/service/init_script_service.go b/api-server/internal/service/init_script_service.go
new file mode 100644
index 0000000..1444b90
--- /dev/null
+++ b/api-server/internal/service/init_script_service.go
@@ -0,0 +1,924 @@
+package service
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"sort"
+	"strings"
+	"time"
+
+	corev1 "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/api/errors"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+
+	"github.com/bison/api-server/internal/k8s"
+	"github.com/bison/api-server/pkg/logger"
+)
+
+const (
+	InitScriptsConfigMap        = "bison-init-scripts"
+	ControlPlaneConfigConfigMap = "bison-control-plane-config"
+)
+
+// ScriptPhase represents when a script should be executed
+type ScriptPhase string
+
+const (
+	PhasePreJoin  ScriptPhase = "pre-join"
+	PhasePostJoin ScriptPhase = "post-join"
+)
+
+// Script represents a platform-specific script implementation
+type Script struct {
+	ID      string `json:"id"`
+	OS      string `json:"os"`      // "ubuntu", "centos", "debian", "*" (wildcard)
+	Arch    string `json:"arch"`    // "amd64", "arm64", "*" (wildcard)
+	Content string `json:"content"` // Shell script content
+}
+
+// ScriptGroup represents a group of scripts for a specific functionality
+type ScriptGroup struct {
+	ID          string      `json:"id"`
+	Name        string      `json:"name"`
+	Description string      `json:"description"`
+	Phase       ScriptPhase `json:"phase"`
+	Enabled     bool        `json:"enabled"`
+	Order       int         `json:"order"`
+	Builtin     bool        `json:"builtin"`
+	Scripts     []Script    `json:"scripts"`
+}
+
+// InitScriptsConfig holds all script groups
+type InitScriptsConfig struct {
+	Groups []ScriptGroup `json:"groups"`
+}
+
+// NodePlatform represents the detected platform of a node
+type NodePlatform struct {
+	OS      string `json:"os"`
+	Version string `json:"version"`
+	Arch    string `json:"arch"`
+}
+
+// ControlPlaneConfig holds the control plane SSH configuration
+type ControlPlaneConfig struct {
+	Host       string `json:"host"`
+	SSHPort    int    `json:"sshPort"`
+	SSHUser    string `json:"sshUser"`
+	AuthMethod string `json:"authMethod"` // "password" or "privateKey"
+	Password   string `json:"password,omitempty"`
+	PrivateKey string `json:"privateKey,omitempty"`
+}
+
+// InitScriptService handles initialization script operations
+type InitScriptService struct {
+	k8sClient *k8s.Client
+}
+
+// NewInitScriptService creates a new InitScriptService
+func NewInitScriptService(k8sClient *k8s.Client) *InitScriptService {
+	return &InitScriptService{
+		k8sClient: k8sClient,
+	}
+}
+
+// GetAllScriptGroups returns all script groups
+func (s *InitScriptService) GetAllScriptGroups(ctx context.Context) ([]ScriptGroup, error) {
+	logger.Debug("Getting all script groups")
+
+	config, err := s.getInitScriptsConfig(ctx)
+	if err != nil {
+		return nil, err
+	}
+
+	// Sort by order
+	sort.Slice(config.Groups, func(i, j int) bool {
+		return config.Groups[i].Order < config.Groups[j].Order
+	})
+
+	return config.Groups, nil
+}
+
+// GetScriptGroup returns a specific script group by ID
+func (s *InitScriptService) GetScriptGroup(ctx context.Context, id string) (*ScriptGroup, error) {
+	logger.Debug("Getting script group", "id", id)
+
+	config, err := s.getInitScriptsConfig(ctx)
+	if err != nil {
+		return nil, err
+	}
+
+	for _, group := range config.Groups {
+		if group.ID == id {
+			return &group, nil
+		}
+	}
+
+	return nil, fmt.Errorf("script group not found: %s", id)
+}
+
+// CreateScriptGroup creates a new script group
+func (s *InitScriptService) CreateScriptGroup(ctx context.Context, group *ScriptGroup) error {
+	logger.Info("Creating script group", "name", group.Name)
+
+	config, err := s.getInitScriptsConfig(ctx)
+	if err != nil {
+		return err
+	}
+
+	// Generate ID if not provided
+	if group.ID == "" {
+		group.ID = fmt.Sprintf("custom-%d", time.Now().UnixNano())
+	}
+
+	// Check for duplicate ID
+	for _, existing := range config.Groups {
+		if existing.ID == group.ID {
+			return fmt.Errorf("script group with ID %s already exists", group.ID)
+		}
+	}
+
+	// Set order to last
+	if group.Order == 0 {
+		maxOrder := 0
+		for _, g := range config.Groups {
+			if g.Order > maxOrder {
+				maxOrder = g.Order
+			}
+		}
+		group.Order = maxOrder + 1
+	}
+
+	// Custom scripts are not builtin
+	group.Builtin = false
+
+	config.Groups = append(config.Groups, *group)
+
+	return s.saveInitScriptsConfig(ctx, config)
+}
+
+// UpdateScriptGroup updates an existing script group
+func (s *InitScriptService) UpdateScriptGroup(ctx context.Context, id string, group *ScriptGroup) error {
+	logger.Info("Updating script group", "id", id)
+
+	config, err := s.getInitScriptsConfig(ctx)
+	if err != nil {
+		return err
+	}
+
+	found := false
+	for i, existing := range config.Groups {
+		if existing.ID == id {
+			// Preserve builtin status and ID
+			group.ID = id
+			group.Builtin = existing.Builtin
+			config.Groups[i] = *group
+			found = true
+			break
+		}
+	}
+
+	if !found {
+		return fmt.Errorf("script group not found: %s", id)
+	}
+
+	return s.saveInitScriptsConfig(ctx, config)
+}
+
+// DeleteScriptGroup deletes a script group (only custom scripts can be deleted)
+func (s *InitScriptService) DeleteScriptGroup(ctx context.Context, id string) error {
+	logger.Info("Deleting script group", "id", id)
+
+	config, err := s.getInitScriptsConfig(ctx)
+	if err != nil {
+		return err
+	}
+
+	newGroups := make([]ScriptGroup, 0, len(config.Groups))
+	deleted := false
+
+	for _, group := range config.Groups {
+		if group.ID == id {
+			if group.Builtin {
+				return fmt.Errorf("cannot delete builtin script group: %s", id)
+			}
+			deleted = true
+			continue
+		}
+		newGroups = append(newGroups, group)
+	}
+
+	if !deleted {
+		return fmt.Errorf("script group not found: %s", id)
+	}
+
+	config.Groups = newGroups
+	return s.saveInitScriptsConfig(ctx, config)
+}
+
+// ToggleScriptGroup enables or disables a script group
+func (s *InitScriptService) ToggleScriptGroup(ctx context.Context, id string, enabled bool) error {
+	logger.Info("Toggling script group", "id", id, "enabled", enabled)
+
+	config, err := s.getInitScriptsConfig(ctx)
+	if err != nil {
+		return err
+	}
+
+	found := false
+	for i, group := range config.Groups {
+		if group.ID == id {
+			config.Groups[i].Enabled = enabled
+			found = true
+			break
+		}
+	}
+
+	if !found {
+		return fmt.Errorf("script group not found: %s", id)
+	}
+
+	return s.saveInitScriptsConfig(ctx, config)
+}
+
+// ReorderScriptGroups updates the order of script groups
+func (s *InitScriptService) ReorderScriptGroups(ctx context.Context, ids []string) error {
+	logger.Info("Reordering script groups", "ids", ids)
+
+	config, err := s.getInitScriptsConfig(ctx)
+	if err != nil {
+		return err
+	}
+
+	// Create a map of current groups
+	groupMap := make(map[string]*ScriptGroup)
+	for i := range config.Groups {
+		groupMap[config.Groups[i].ID] = &config.Groups[i]
+	}
+
+	// Update orders based on the provided order
+	for i, id := range ids {
+		if group, ok := groupMap[id]; ok {
+			group.Order = i + 1
+		}
+	}
+
+	return s.saveInitScriptsConfig(ctx, config)
+}
+
+// GetMatchingScript returns the best matching script for a given platform
+func (s *InitScriptService) GetMatchingScript(group *ScriptGroup, platform NodePlatform) *Script {
+	if len(group.Scripts) == 0 {
+		return nil
+	}
+
+	// Priority: exact match > OS match with wildcard arch > wildcard OS with arch match > all wildcards
+	var exactMatch, osMatch, archMatch, wildcardMatch *Script
+
+	for i := range group.Scripts {
+		script := &group.Scripts[i]
+		osMatches := script.OS == platform.OS || script.OS == "*"
+		archMatches := script.Arch == platform.Arch || script.Arch == "*"
+
+		if !osMatches || !archMatches {
+			continue
+		}
+
+		if script.OS == platform.OS && script.Arch == platform.Arch {
+			exactMatch = script
+			break // Best match found
+		} else if script.OS == platform.OS && script.Arch == "*" {
+			osMatch = script
+		} else if script.OS == "*" && script.Arch == platform.Arch {
+			archMatch = script
+		} else if script.OS == "*" && script.Arch == "*" {
+			wildcardMatch = script
+		}
+	}
+
+	// Return by priority
+	if exactMatch != nil {
+		return exactMatch
+	}
+	if osMatch != nil {
+		return osMatch
+	}
+	if archMatch != nil {
+		return archMatch
+	}
+	return wildcardMatch
+}
+
+// GetScriptsForPhase returns all enabled scripts for a specific phase, matched to the platform
+func (s *InitScriptService) GetScriptsForPhase(ctx context.Context, phase ScriptPhase, platform NodePlatform) ([]struct {
+	Group  ScriptGroup
+	Script Script
+}, error) {
+	groups, err := s.GetAllScriptGroups(ctx)
+	if err != nil {
+		return nil, err
+	}
+
+	var result []struct {
+		Group  ScriptGroup
+		Script Script
+	}
+
+	for _, group := range groups {
+		if group.Phase != phase || !group.Enabled {
+			continue
+		}
+
+		script := s.GetMatchingScript(&group, platform)
+		if script != nil {
+			result = append(result, struct {
+				Group  ScriptGroup
+				Script Script
+			}{
+				Group:  group,
+				Script: *script,
+			})
+		}
+	}
+
+	return result, nil
+}
+
+// GetControlPlaneConfig returns the control plane SSH configuration
+func (s *InitScriptService) GetControlPlaneConfig(ctx context.Context) (*ControlPlaneConfig, error) {
+	logger.Debug("Getting control plane config")
+
+	cm, err := s.k8sClient.GetConfigMap(ctx, BisonNamespace, ControlPlaneConfigConfigMap)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			return &ControlPlaneConfig{
+				SSHPort: 22,
+				SSHUser: "root",
+			}, nil
+		}
+		return nil, fmt.Errorf("failed to get control plane config: %w", err)
+	}
+
+	data, ok := cm.Data["config"]
+	if !ok {
+		return &ControlPlaneConfig{
+			SSHPort: 22,
+			SSHUser: "root",
+		}, nil
+	}
+
+	var config ControlPlaneConfig
+	if err := json.Unmarshal([]byte(data), &config); err != nil {
+		return nil, fmt.Errorf("failed to parse control plane config: %w", err)
+	}
+
+	return &config, nil
+}
+
+// SaveControlPlaneConfig saves the control plane SSH configuration
+func (s *InitScriptService) SaveControlPlaneConfig(ctx context.Context, config *ControlPlaneConfig) error {
+	logger.Info("Saving control plane config", "host", config.Host)
+
+	// Set defaults
+	if config.SSHPort == 0 {
+		config.SSHPort = 22
+	}
+	if config.SSHUser == "" {
+		config.SSHUser = "root"
+	}
+
+	data, err := json.Marshal(config)
+	if err != nil {
+		return fmt.Errorf("failed to marshal control plane config: %w", err)
+	}
+
+	cm, err := s.k8sClient.GetConfigMap(ctx, BisonNamespace, ControlPlaneConfigConfigMap)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			// Create new ConfigMap
+			cm = &corev1.ConfigMap{
+				ObjectMeta: metav1.ObjectMeta{
+					Name:      ControlPlaneConfigConfigMap,
+					Namespace: BisonNamespace,
+				},
+				Data: map[string]string{
+					"config": string(data),
+				},
+			}
+			return s.k8sClient.CreateConfigMap(ctx, BisonNamespace, cm)
+		}
+		return fmt.Errorf("failed to get control plane config: %w", err)
+	}
+
+	// Update existing ConfigMap
+	if cm.Data == nil {
+		cm.Data = make(map[string]string)
+	}
+	cm.Data["config"] = string(data)
+
+	return s.k8sClient.UpdateConfigMap(ctx, BisonNamespace, cm)
+}
+
+// SaveAllScriptGroups replaces all script groups at once (used by config import)
+func (s *InitScriptService) SaveAllScriptGroups(ctx context.Context, groups []ScriptGroup) error {
+	logger.Info("Saving all script groups", "count", len(groups))
+	config := &InitScriptsConfig{Groups: groups}
+	return s.saveInitScriptsConfig(ctx, config)
+}
+
+// getInitScriptsConfig returns the init scripts configuration, initializing with defaults if not found
+func (s *InitScriptService) getInitScriptsConfig(ctx context.Context) (*InitScriptsConfig, error) {
+	cm, err := s.k8sClient.GetConfigMap(ctx, BisonNamespace, InitScriptsConfigMap)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			// Initialize with default builtin scripts
+			config := s.getDefaultInitScriptsConfig()
+			if err := s.saveInitScriptsConfig(ctx, config); err != nil {
+				return nil, err
+			}
+			return config, nil
+		}
+		return nil, fmt.Errorf("failed to get init scripts config: %w", err)
+	}
+
+	data, ok := cm.Data["config"]
+	if !ok {
+		config := s.getDefaultInitScriptsConfig()
+		if err := s.saveInitScriptsConfig(ctx, config); err != nil {
+			return nil, err
+		}
+		return config, nil
+	}
+
+	var config InitScriptsConfig
+	if err := json.Unmarshal([]byte(data), &config); err != nil {
+		return nil, fmt.Errorf("failed to parse init scripts config: %w", err)
+	}
+
+	return &config, nil
+}
+
+// saveInitScriptsConfig saves the init scripts configuration
+func (s *InitScriptService) saveInitScriptsConfig(ctx context.Context, config *InitScriptsConfig) error {
+	data, err := json.Marshal(config)
+	if err != nil {
+		return fmt.Errorf("failed to marshal init scripts config: %w", err)
+	}
+
+	cm, err := s.k8sClient.GetConfigMap(ctx, BisonNamespace, InitScriptsConfigMap)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			// Create new ConfigMap
+			cm = &corev1.ConfigMap{
+				ObjectMeta: metav1.ObjectMeta{
+					Name:      InitScriptsConfigMap,
+					Namespace: BisonNamespace,
+				},
+				Data: map[string]string{
+					"config": string(data),
+				},
+			}
+			return s.k8sClient.CreateConfigMap(ctx, BisonNamespace, cm)
+		}
+		return fmt.Errorf("failed to get init scripts config: %w", err)
+	}
+
+	// Update existing ConfigMap
+	if cm.Data == nil {
+		cm.Data = make(map[string]string)
+	}
+	cm.Data["config"] = string(data)
+
+	return s.k8sClient.UpdateConfigMap(ctx, BisonNamespace, cm)
+}
+
+// getDefaultInitScriptsConfig returns the default builtin script groups
+func (s *InitScriptService) getDefaultInitScriptsConfig() *InitScriptsConfig {
+	return &InitScriptsConfig{
+		Groups: []ScriptGroup{
+			{
+				ID:          "disable-swap",
+				Name:        "禁用 Swap",
+				Description: "禁用 Swap 分区（Kubernetes 要求）",
+				Phase:       PhasePreJoin,
+				Enabled:     true,
+				Order:       1,
+				Builtin:     true,
+				Scripts: []Script{
+					{
+						ID:   "disable-swap-universal",
+						OS:   "*",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Disabling swap..."
+swapoff -a || true
+sed -i '/swap/d' /etc/fstab || true
+echo "Swap disabled successfully"
+`,
+					},
+				},
+			},
+			{
+				ID:          "configure-kernel",
+				Name:        "配置内核参数",
+				Description: "配置 Kubernetes 所需的内核参数",
+				Phase:       PhasePreJoin,
+				Enabled:     true,
+				Order:       2,
+				Builtin:     true,
+				Scripts: []Script{
+					{
+						ID:   "configure-kernel-universal",
+						OS:   "*",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Configuring kernel parameters..."
+
+# Load required modules
+modprobe br_netfilter || true
+modprobe overlay || true
+
+# Ensure modules load on boot
+cat > /etc/modules-load.d/k8s.conf << EOF
+br_netfilter
+overlay
+EOF
+
+# Configure sysctl
+cat > /etc/sysctl.d/k8s.conf << EOF
+net.bridge.bridge-nf-call-iptables = 1
+net.bridge.bridge-nf-call-ip6tables = 1
+net.ipv4.ip_forward = 1
+EOF
+
+sysctl --system
+echo "Kernel parameters configured successfully"
+`,
+					},
+				},
+			},
+			{
+				ID:          "disable-firewall",
+				Name:        "禁用防火墙",
+				Description: "禁用节点防火墙（firewalld/ufw）",
+				Phase:       PhasePreJoin,
+				Enabled:     false,
+				Order:       3,
+				Builtin:     true,
+				Scripts: []Script{
+					{
+						ID:   "disable-firewall-debian",
+						OS:   "ubuntu",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Disabling firewall..."
+if command -v ufw &> /dev/null; then
+    ufw disable || true
+fi
+echo "Firewall disabled successfully"
+`,
+					},
+					{
+						ID:   "disable-firewall-debian2",
+						OS:   "debian",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Disabling firewall..."
+if command -v ufw &> /dev/null; then
+    ufw disable || true
+fi
+echo "Firewall disabled successfully"
+`,
+					},
+					{
+						ID:   "disable-firewall-rhel",
+						OS:   "centos",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Disabling firewall..."
+if systemctl is-active --quiet firewalld 2>/dev/null; then
+    systemctl stop firewalld
+    systemctl disable firewalld
+fi
+echo "Firewall disabled successfully"
+`,
+					},
+					{
+						ID:   "disable-firewall-rhel2",
+						OS:   "rhel",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Disabling firewall..."
+if systemctl is-active --quiet firewalld 2>/dev/null; then
+    systemctl stop firewalld
+    systemctl disable firewalld
+fi
+echo "Firewall disabled successfully"
+`,
+					},
+					{
+						ID:   "disable-firewall-openeuler",
+						OS:   "openEuler",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Disabling firewall..."
+if systemctl is-active --quiet firewalld 2>/dev/null; then
+    systemctl stop firewalld
+    systemctl disable firewalld
+fi
+echo "Firewall disabled successfully"
+`,
+					},
+				},
+			},
+			{
+				ID:          "configure-selinux",
+				Name:        "配置 SELinux",
+				Description: "设置 SELinux 为 Permissive 模式（仅 RHEL/CentOS/openEuler）",
+				Phase:       PhasePreJoin,
+				Enabled:     false,
+				Order:       4,
+				Builtin:     true,
+				Scripts: []Script{
+					{
+						ID:   "configure-selinux-centos",
+						OS:   "centos",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Configuring SELinux to permissive mode..."
+if command -v setenforce &> /dev/null; then
+    setenforce 0 || true
+    if [ -f /etc/selinux/config ]; then
+        sed -i 's/^SELINUX=enforcing$/SELINUX=permissive/' /etc/selinux/config
+    fi
+fi
+echo "SELinux configured successfully"
+`,
+					},
+					{
+						ID:   "configure-selinux-rhel",
+						OS:   "rhel",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Configuring SELinux to permissive mode..."
+if command -v setenforce &> /dev/null; then
+    setenforce 0 || true
+    if [ -f /etc/selinux/config ]; then
+        sed -i 's/^SELINUX=enforcing$/SELINUX=permissive/' /etc/selinux/config
+    fi
+fi
+echo "SELinux configured successfully"
+`,
+					},
+					{
+						ID:   "configure-selinux-openeuler",
+						OS:   "openEuler",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Configuring SELinux to permissive mode..."
+if command -v setenforce &> /dev/null; then
+    setenforce 0 || true
+    if [ -f /etc/selinux/config ]; then
+        sed -i 's/^SELINUX=enforcing$/SELINUX=permissive/' /etc/selinux/config
+    fi
+fi
+echo "SELinux configured successfully"
+`,
+					},
+				},
+			},
+			{
+				ID:          "configure-timezone",
+				Name:        "配置时区和 NTP",
+				Description: "设置系统时区并启用 NTP 时间同步",
+				Phase:       PhasePreJoin,
+				Enabled:     false,
+				Order:       5,
+				Builtin:     true,
+				Scripts: []Script{
+					{
+						ID:   "configure-timezone-universal",
+						OS:   "*",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+TIMEZONE="${TIMEZONE:-Asia/Shanghai}"
+
+echo "Configuring timezone to $TIMEZONE..."
+timedatectl set-timezone $TIMEZONE || true
+
+echo "Enabling and starting NTP service..."
+if systemctl list-unit-files | grep -q chronyd; then
+    systemctl enable chronyd || true
+    systemctl start chronyd || true
+elif systemctl list-unit-files | grep -q ntpd; then
+    systemctl enable ntpd || true
+    systemctl start ntpd || true
+elif systemctl list-unit-files | grep -q systemd-timesyncd; then
+    systemctl enable systemd-timesyncd || true
+    systemctl start systemd-timesyncd || true
+fi
+
+echo "Timezone and NTP configured successfully"
+`,
+					},
+				},
+			},
+			{
+				ID:          "configure-registry",
+				Name:        "配置私有镜像仓库",
+				Description: "配置 containerd 使用私有镜像仓库（支持 HTTP）",
+				Phase:       PhasePreJoin,
+				Enabled:     false,
+				Order:       6,
+				Builtin:     true,
+				Scripts: []Script{
+					{
+						ID:   "configure-registry-ubuntu",
+						OS:   "ubuntu",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+REGISTRY_URL="${REGISTRY_URL:-registry.example.com:5000}"
+
+echo "Configuring private registry: $REGISTRY_URL"
+
+# Create registry config directory
+mkdir -p /etc/containerd/certs.d/${REGISTRY_URL}
+
+# Configure registry mirror
+cat > /etc/containerd/certs.d/${REGISTRY_URL}/hosts.toml << EOF
+server = "http://${REGISTRY_URL}"
+
+[host."http://${REGISTRY_URL}"]
+  capabilities = ["pull", "resolve", "push"]
+  skip_verify = true
+EOF
+
+# Restart containerd
+systemctl restart containerd
+echo "Private registry configured successfully"
+`,
+					},
+					{
+						ID:   "configure-registry-debian",
+						OS:   "debian",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+REGISTRY_URL="${REGISTRY_URL:-registry.example.com:5000}"
+
+echo "Configuring private registry: $REGISTRY_URL"
+
+# Create registry config directory
+mkdir -p /etc/containerd/certs.d/${REGISTRY_URL}
+
+# Configure registry mirror
+cat > /etc/containerd/certs.d/${REGISTRY_URL}/hosts.toml << EOF
+server = "http://${REGISTRY_URL}"
+
+[host."http://${REGISTRY_URL}"]
+  capabilities = ["pull", "resolve", "push"]
+  skip_verify = true
+EOF
+
+# Restart containerd
+systemctl restart containerd
+echo "Private registry configured successfully"
+`,
+					},
+					{
+						ID:   "configure-registry-centos",
+						OS:   "centos",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+REGISTRY_URL="${REGISTRY_URL:-registry.example.com:5000}"
+
+echo "Configuring private registry: $REGISTRY_URL"
+
+# Create registry config directory
+mkdir -p /etc/containerd/certs.d/${REGISTRY_URL}
+
+# Configure registry mirror
+cat > /etc/containerd/certs.d/${REGISTRY_URL}/hosts.toml << EOF
+server = "http://${REGISTRY_URL}"
+
+[host."http://${REGISTRY_URL}"]
+  capabilities = ["pull", "resolve", "push"]
+  skip_verify = true
+EOF
+
+# Restart containerd
+systemctl restart containerd
+echo "Private registry configured successfully"
+`,
+					},
+					{
+						ID:   "configure-registry-rhel",
+						OS:   "rhel",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+REGISTRY_URL="${REGISTRY_URL:-registry.example.com:5000}"
+
+echo "Configuring private registry: $REGISTRY_URL"
+
+# Create registry config directory
+mkdir -p /etc/containerd/certs.d/${REGISTRY_URL}
+
+# Configure registry mirror
+cat > /etc/containerd/certs.d/${REGISTRY_URL}/hosts.toml << EOF
+server = "http://${REGISTRY_URL}"
+
+[host."http://${REGISTRY_URL}"]
+  capabilities = ["pull", "resolve", "push"]
+  skip_verify = true
+EOF
+
+# Restart containerd
+systemctl restart containerd
+echo "Private registry configured successfully"
+`,
+					},
+					{
+						ID:   "configure-registry-openeuler",
+						OS:   "openEuler",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+REGISTRY_URL="${REGISTRY_URL:-registry.example.com:5000}"
+
+echo "Configuring private registry: $REGISTRY_URL"
+
+# Create registry config directory
+mkdir -p /etc/containerd/certs.d/${REGISTRY_URL}
+
+# Configure registry mirror
+cat > /etc/containerd/certs.d/${REGISTRY_URL}/hosts.toml << EOF
+server = "http://${REGISTRY_URL}"
+
+[host."http://${REGISTRY_URL}"]
+  capabilities = ["pull", "resolve", "push"]
+  skip_verify = true
+EOF
+
+# Restart containerd
+systemctl restart containerd
+echo "Private registry configured successfully"
+`,
+					},
+				},
+			},
+			{
+				ID:          "add-node-labels",
+				Name:        "添加节点标签",
+				Description: "为节点添加 Worker 角色标签",
+				Phase:       PhasePostJoin,
+				Enabled:     false,
+				Order:       7,
+				Builtin:     true,
+				Scripts: []Script{
+					{
+						ID:   "add-node-labels-universal",
+						OS:   "*",
+						Arch: "*",
+						Content: `#!/bin/bash
+set -e
+echo "Adding worker label to node ${NODE_NAME}..."
+
+# Wait for node to be registered
+sleep 5
+
+# Add worker role label
+kubectl label node ${NODE_NAME} node-role.kubernetes.io/worker= --overwrite || true
+
+echo "Node label added successfully"
+`,
+					},
+				},
+			},
+		},
+	}
+}
+
+// ReplaceVariables replaces variables in the script content
+func ReplaceVariables(content string, vars map[string]string) string {
+	result := content
+	for key, value := range vars {
+		placeholder := "${" + key + "}"
+		result = strings.ReplaceAll(result, placeholder, value)
+	}
+	return result
+}
diff --git a/api-server/internal/service/onboarding_service.go b/api-server/internal/service/onboarding_service.go
new file mode 100644
index 0000000..ccf983b
--- /dev/null
+++ b/api-server/internal/service/onboarding_service.go
@@ -0,0 +1,760 @@
+package service
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"sync"
+	"time"
+
+	corev1 "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/api/errors"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+
+	"github.com/bison/api-server/internal/k8s"
+	"github.com/bison/api-server/internal/ssh"
+	"github.com/bison/api-server/pkg/logger"
+)
+
+// Ensure metav1 is used
+var _ = metav1.Now
+
+const (
+	OnboardingJobsConfigMap = "bison-onboarding-jobs"
+)
+
+// OnboardingJobStatus represents the status of an onboarding job
+type OnboardingJobStatus string
+
+const (
+	JobStatusPending   OnboardingJobStatus = "pending"
+	JobStatusRunning   OnboardingJobStatus = "running"
+	JobStatusSuccess   OnboardingJobStatus = "success"
+	JobStatusFailed    OnboardingJobStatus = "failed"
+	JobStatusCancelled OnboardingJobStatus = "cancelled"
+)
+
+// SubStepStatus represents the status of a sub-step
+type SubStepStatus string
+
+const (
+	SubStepPending SubStepStatus = "pending"
+	SubStepRunning SubStepStatus = "running"
+	SubStepSuccess SubStepStatus = "success"
+	SubStepFailed  SubStepStatus = "failed"
+	SubStepSkipped SubStepStatus = "skipped"
+)
+
+// SubStep represents a sub-step within a main step
+type SubStep struct {
+	Name   string        `json:"name"`
+	Status SubStepStatus `json:"status"`
+	Error  string        `json:"error,omitempty"`
+}
+
+// OnboardingJob represents a node onboarding job
+type OnboardingJob struct {
+	ID           string              `json:"id"`
+	NodeIP       string              `json:"nodeIP"`
+	NodeName     string              `json:"nodeName,omitempty"`
+	Platform     NodePlatform        `json:"platform"`
+	Status       OnboardingJobStatus `json:"status"`
+	CurrentStep  int                 `json:"currentStep"`
+	TotalSteps   int                 `json:"totalSteps"`
+	StepMessage  string              `json:"stepMessage"`
+	SubSteps     []SubStep           `json:"subSteps,omitempty"`
+	ErrorMessage string              `json:"errorMessage,omitempty"`
+	CreatedAt    time.Time           `json:"createdAt"`
+	UpdatedAt    time.Time           `json:"updatedAt"`
+	CompletedAt  *time.Time          `json:"completedAt,omitempty"`
+}
+
+// OnboardingRequest represents a request to onboard a new node
+type OnboardingRequest struct {
+	NodeIP      string `json:"nodeIP" binding:"required"`
+	SSHPort     int    `json:"sshPort"`
+	SSHUsername string `json:"sshUsername" binding:"required"`
+	AuthMethod  string `json:"authMethod" binding:"required,oneof=password privateKey"`
+	Password    string `json:"password"`
+	PrivateKey  string `json:"privateKey"`
+}
+
+// OnboardingService handles node onboarding operations
+type OnboardingService struct {
+	k8sClient       *k8s.Client
+	nodeSvc         *NodeService
+	initScriptSvc   *InitScriptService
+	runningJobs     map[string]context.CancelFunc
+	runningJobsMu   sync.RWMutex
+}
+
+// NewOnboardingService creates a new OnboardingService
+func NewOnboardingService(k8sClient *k8s.Client, nodeSvc *NodeService, initScriptSvc *InitScriptService) *OnboardingService {
+	return &OnboardingService{
+		k8sClient:     k8sClient,
+		nodeSvc:       nodeSvc,
+		initScriptSvc: initScriptSvc,
+		runningJobs:   make(map[string]context.CancelFunc),
+	}
+}
+
+// StartOnboarding starts a new node onboarding job
+func (s *OnboardingService) StartOnboarding(ctx context.Context, req *OnboardingRequest) (*OnboardingJob, error) {
+	logger.Info("Starting node onboarding", "nodeIP", req.NodeIP)
+
+	// Set defaults
+	if req.SSHPort == 0 {
+		req.SSHPort = 22
+	}
+
+	// Validate authentication
+	if req.AuthMethod == "password" && req.Password == "" {
+		return nil, fmt.Errorf("password is required for password authentication")
+	}
+	if req.AuthMethod == "privateKey" && req.PrivateKey == "" {
+		return nil, fmt.Errorf("private key is required for private key authentication")
+	}
+
+	// Check if there's already a running job for this IP
+	jobs, err := s.ListJobs(ctx)
+	if err != nil {
+		return nil, err
+	}
+	for _, job := range jobs {
+		if job.NodeIP == req.NodeIP && (job.Status == JobStatusPending || job.Status == JobStatusRunning) {
+			return nil, fmt.Errorf("there is already a running onboarding job for this IP: %s", job.ID)
+		}
+	}
+
+	// Create job
+	job := &OnboardingJob{
+		ID:          fmt.Sprintf("job-%d", time.Now().UnixNano()),
+		NodeIP:      req.NodeIP,
+		Status:      JobStatusPending,
+		CurrentStep: 0,
+		TotalSteps:  9,
+		StepMessage: "Job created, waiting to start",
+		CreatedAt:   time.Now(),
+		UpdatedAt:   time.Now(),
+	}
+
+	// Save job
+	if err := s.saveJob(ctx, job); err != nil {
+		return nil, err
+	}
+
+	// Start async execution
+	jobCtx, cancel := context.WithCancel(context.Background())
+	s.runningJobsMu.Lock()
+	s.runningJobs[job.ID] = cancel
+	s.runningJobsMu.Unlock()
+
+	go s.executeOnboarding(jobCtx, job, req)
+
+	return job, nil
+}
+
+// GetJob returns a specific job by ID
+func (s *OnboardingService) GetJob(ctx context.Context, jobID string) (*OnboardingJob, error) {
+	jobs, err := s.getJobsMap(ctx)
+	if err != nil {
+		return nil, err
+	}
+
+	jobData, ok := jobs[jobID]
+	if !ok {
+		return nil, fmt.Errorf("job not found: %s", jobID)
+	}
+
+	var job OnboardingJob
+	if err := json.Unmarshal([]byte(jobData), &job); err != nil {
+		return nil, fmt.Errorf("failed to parse job data: %w", err)
+	}
+
+	return &job, nil
+}
+
+// ListJobs returns all onboarding jobs
+func (s *OnboardingService) ListJobs(ctx context.Context) ([]*OnboardingJob, error) {
+	jobs, err := s.getJobsMap(ctx)
+	if err != nil {
+		return nil, err
+	}
+
+	result := make([]*OnboardingJob, 0, len(jobs))
+	for _, jobData := range jobs {
+		var job OnboardingJob
+		if err := json.Unmarshal([]byte(jobData), &job); err != nil {
+			continue
+		}
+		result = append(result, &job)
+	}
+
+	return result, nil
+}
+
+// CancelJob cancels a running job
+func (s *OnboardingService) CancelJob(ctx context.Context, jobID string) error {
+	logger.Info("Cancelling onboarding job", "jobID", jobID)
+
+	job, err := s.GetJob(ctx, jobID)
+	if err != nil {
+		return err
+	}
+
+	if job.Status != JobStatusPending && job.Status != JobStatusRunning {
+		return fmt.Errorf("job is not running: %s", job.Status)
+	}
+
+	// Cancel the job context
+	s.runningJobsMu.Lock()
+	if cancel, ok := s.runningJobs[jobID]; ok {
+		cancel()
+		delete(s.runningJobs, jobID)
+	}
+	s.runningJobsMu.Unlock()
+
+	// Update job status
+	job.Status = JobStatusCancelled
+	job.StepMessage = "Job cancelled by user"
+	job.UpdatedAt = time.Now()
+	now := time.Now()
+	job.CompletedAt = &now
+
+	return s.saveJob(ctx, job)
+}
+
+// executeOnboarding executes the onboarding process
+func (s *OnboardingService) executeOnboarding(ctx context.Context, job *OnboardingJob, req *OnboardingRequest) {
+	defer func() {
+		s.runningJobsMu.Lock()
+		delete(s.runningJobs, job.ID)
+		s.runningJobsMu.Unlock()
+	}()
+
+	// Update job status to running
+	job.Status = JobStatusRunning
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	// Create SSH executor for target node
+	sshConfig := &ssh.Config{
+		Host:       req.NodeIP,
+		Port:       req.SSHPort,
+		Username:   req.SSHUsername,
+		AuthMethod: ssh.AuthMethod(req.AuthMethod),
+		Password:   req.Password,
+		PrivateKey: req.PrivateKey,
+		Timeout:    30 * time.Second,
+	}
+	executor := ssh.NewExecutor(sshConfig)
+	defer executor.Close()
+
+	// Step 1: Connection test
+	if err := s.stepConnectionTest(ctx, job, executor); err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Step 2: Platform detection
+	if err := s.stepPlatformDetection(ctx, job, executor); err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Step 3: Environment check
+	if err := s.stepEnvironmentCheck(ctx, job, executor); err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Step 4: Pre-join scripts
+	if err := s.stepPreJoinScripts(ctx, job, executor); err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Step 5: Get join token
+	joinCommand, err := s.stepGetJoinToken(ctx, job)
+	if err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Step 6: Execute kubeadm join
+	if err := s.stepKubeadmJoin(ctx, job, executor, joinCommand); err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Step 7: Post-join scripts
+	if err := s.stepPostJoinScripts(ctx, job, executor); err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Step 8: Wait for node ready
+	if err := s.stepWaitForNodeReady(ctx, job); err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Step 9: Enable node
+	if err := s.stepEnableNode(ctx, job); err != nil {
+		s.failJob(job, err)
+		return
+	}
+
+	// Mark job as successful
+	job.Status = JobStatusSuccess
+	job.StepMessage = "Node onboarding completed successfully"
+	job.UpdatedAt = time.Now()
+	now := time.Now()
+	job.CompletedAt = &now
+	s.saveJob(context.Background(), job)
+
+	logger.Info("Node onboarding completed successfully", "nodeIP", job.NodeIP, "nodeName", job.NodeName)
+}
+
+func (s *OnboardingService) stepConnectionTest(ctx context.Context, job *OnboardingJob, executor *ssh.Executor) error {
+	job.CurrentStep = 1
+	job.StepMessage = "Testing SSH connection..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	if err := executor.TestConnection(ctx); err != nil {
+		return fmt.Errorf("SSH connection test failed: %w", err)
+	}
+
+	return nil
+}
+
+func (s *OnboardingService) stepPlatformDetection(ctx context.Context, job *OnboardingJob, executor *ssh.Executor) error {
+	job.CurrentStep = 2
+	job.StepMessage = "Detecting node platform..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	info, err := executor.GetHostInfo(ctx)
+	if err != nil {
+		return fmt.Errorf("failed to detect platform: %w", err)
+	}
+
+	job.Platform = NodePlatform{
+		OS:      info["os"],
+		Version: info["version"],
+		Arch:    info["arch"],
+	}
+
+	if info["hostname"] != "" {
+		job.NodeName = info["hostname"]
+	}
+
+	job.StepMessage = fmt.Sprintf("Detected: %s %s (%s)", job.Platform.OS, job.Platform.Version, job.Platform.Arch)
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	return nil
+}
+
+func (s *OnboardingService) stepEnvironmentCheck(ctx context.Context, job *OnboardingJob, executor *ssh.Executor) error {
+	job.CurrentStep = 3
+	job.StepMessage = "Checking environment..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	// Check if kubeadm is installed
+	if !executor.CheckCommand(ctx, "kubeadm") {
+		return fmt.Errorf("kubeadm is not installed on the target node")
+	}
+
+	// Check if kubelet is installed
+	if !executor.CheckCommand(ctx, "kubelet") {
+		return fmt.Errorf("kubelet is not installed on the target node")
+	}
+
+	return nil
+}
+
+func (s *OnboardingService) stepPreJoinScripts(ctx context.Context, job *OnboardingJob, executor *ssh.Executor) error {
+	job.CurrentStep = 4
+	job.StepMessage = "Executing pre-join scripts..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	// Get init scripts for pre-join phase
+	scripts, err := s.initScriptSvc.GetScriptsForPhase(ctx, PhasePreJoin, job.Platform)
+	if err != nil {
+		return fmt.Errorf("failed to get pre-join scripts: %w", err)
+	}
+
+	if len(scripts) == 0 {
+		job.StepMessage = "No pre-join scripts to execute"
+		job.UpdatedAt = time.Now()
+		s.saveJob(context.Background(), job)
+		return nil
+	}
+
+	// Initialize sub-steps
+	job.SubSteps = make([]SubStep, len(scripts))
+	for i, script := range scripts {
+		job.SubSteps[i] = SubStep{
+			Name:   script.Group.Name,
+			Status: SubStepPending,
+		}
+	}
+	s.saveJob(context.Background(), job)
+
+	// Get variables for script replacement
+	cpConfig, _ := s.initScriptSvc.GetControlPlaneConfig(ctx)
+	controlPlaneIP := ""
+	if cpConfig != nil {
+		controlPlaneIP = cpConfig.Host
+	}
+	vars := map[string]string{
+		"NODE_IP":          job.NodeIP,
+		"NODE_NAME":        job.NodeName,
+		"CONTROL_PLANE_IP": controlPlaneIP,
+	}
+
+	// Execute scripts
+	for stepIdx, script := range scripts {
+		job.SubSteps[stepIdx].Status = SubStepRunning
+		job.StepMessage = fmt.Sprintf("Executing: %s", script.Group.Name)
+		job.UpdatedAt = time.Now()
+		s.saveJob(context.Background(), job)
+
+		// Replace variables in script content
+		content := ReplaceVariables(script.Script.Content, vars)
+
+		// Execute script
+		result := executor.ExecuteScript(ctx, content)
+		if result.Error != nil || result.ExitCode != 0 {
+			job.SubSteps[stepIdx].Status = SubStepFailed
+			errMsg := result.Stderr
+			if result.Error != nil {
+				errMsg = result.Error.Error()
+			}
+			job.SubSteps[stepIdx].Error = errMsg
+			s.saveJob(context.Background(), job)
+			return fmt.Errorf("pre-join script '%s' failed: %s", script.Group.Name, errMsg)
+		}
+
+		job.SubSteps[stepIdx].Status = SubStepSuccess
+		s.saveJob(context.Background(), job)
+	}
+
+	job.SubSteps = nil // Clear sub-steps after completion
+	return nil
+}
+
+func (s *OnboardingService) stepGetJoinToken(ctx context.Context, job *OnboardingJob) (string, error) {
+	job.CurrentStep = 5
+	job.StepMessage = "Getting join token from control plane..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	// Get control plane config
+	cpConfig, err := s.initScriptSvc.GetControlPlaneConfig(ctx)
+	if err != nil {
+		return "", fmt.Errorf("failed to get control plane config: %w", err)
+	}
+
+	if cpConfig.Host == "" {
+		return "", fmt.Errorf("control plane host is not configured")
+	}
+
+	// Create SSH executor for control plane
+	cpSSHConfig := &ssh.Config{
+		Host:       cpConfig.Host,
+		Port:       cpConfig.SSHPort,
+		Username:   cpConfig.SSHUser,
+		AuthMethod: ssh.AuthMethod(cpConfig.AuthMethod),
+		Password:   cpConfig.Password,
+		PrivateKey: cpConfig.PrivateKey,
+		Timeout:    30 * time.Second,
+	}
+	cpExecutor := ssh.NewExecutor(cpSSHConfig)
+	defer cpExecutor.Close()
+
+	if err := cpExecutor.Connect(ctx); err != nil {
+		return "", fmt.Errorf("failed to connect to control plane: %w", err)
+	}
+
+	// Generate join command
+	result := cpExecutor.Execute(ctx, "kubeadm token create --print-join-command")
+	if result.Error != nil || result.ExitCode != 0 {
+		errMsg := result.Stderr
+		if result.Error != nil {
+			errMsg = result.Error.Error()
+		}
+		return "", fmt.Errorf("failed to generate join command: %s", errMsg)
+	}
+
+	joinCommand := result.Stdout
+	if joinCommand == "" {
+		return "", fmt.Errorf("empty join command returned")
+	}
+
+	return joinCommand, nil
+}
+
+func (s *OnboardingService) stepKubeadmJoin(ctx context.Context, job *OnboardingJob, executor *ssh.Executor, joinCommand string) error {
+	job.CurrentStep = 6
+	job.StepMessage = "Executing kubeadm join..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	// Execute kubeadm join with a longer timeout
+	joinCtx, cancel := context.WithTimeout(ctx, 5*time.Minute)
+	defer cancel()
+
+	result := executor.Execute(joinCtx, joinCommand)
+	if result.Error != nil || result.ExitCode != 0 {
+		errMsg := result.Stderr
+		if result.Error != nil {
+			errMsg = result.Error.Error()
+		}
+		return fmt.Errorf("kubeadm join failed: %s", errMsg)
+	}
+
+	return nil
+}
+
+func (s *OnboardingService) stepPostJoinScripts(ctx context.Context, job *OnboardingJob, executor *ssh.Executor) error {
+	job.CurrentStep = 7
+	job.StepMessage = "Executing post-join scripts..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	// Get init scripts for post-join phase
+	scripts, err := s.initScriptSvc.GetScriptsForPhase(ctx, PhasePostJoin, job.Platform)
+	if err != nil {
+		return fmt.Errorf("failed to get post-join scripts: %w", err)
+	}
+
+	if len(scripts) == 0 {
+		job.StepMessage = "No post-join scripts to execute"
+		job.UpdatedAt = time.Now()
+		s.saveJob(context.Background(), job)
+		return nil
+	}
+
+	// Initialize sub-steps
+	job.SubSteps = make([]SubStep, len(scripts))
+	for i, script := range scripts {
+		job.SubSteps[i] = SubStep{
+			Name:   script.Group.Name,
+			Status: SubStepPending,
+		}
+	}
+	s.saveJob(context.Background(), job)
+
+	// Get variables for script replacement
+	cpConfig, _ := s.initScriptSvc.GetControlPlaneConfig(ctx)
+	controlPlaneIP := ""
+	if cpConfig != nil {
+		controlPlaneIP = cpConfig.Host
+	}
+	vars := map[string]string{
+		"NODE_IP":          job.NodeIP,
+		"NODE_NAME":        job.NodeName,
+		"CONTROL_PLANE_IP": controlPlaneIP,
+	}
+
+	// Execute scripts
+	for stepIdx, script := range scripts {
+		job.SubSteps[stepIdx].Status = SubStepRunning
+		job.StepMessage = fmt.Sprintf("Executing: %s", script.Group.Name)
+		job.UpdatedAt = time.Now()
+		s.saveJob(context.Background(), job)
+
+		// Replace variables in script content
+		content := ReplaceVariables(script.Script.Content, vars)
+
+		// Execute script
+		result := executor.ExecuteScript(ctx, content)
+		if result.Error != nil || result.ExitCode != 0 {
+			job.SubSteps[stepIdx].Status = SubStepFailed
+			errMsg := result.Stderr
+			if result.Error != nil {
+				errMsg = result.Error.Error()
+			}
+			job.SubSteps[stepIdx].Error = errMsg
+			s.saveJob(context.Background(), job)
+			return fmt.Errorf("post-join script '%s' failed: %s", script.Group.Name, errMsg)
+		}
+
+		job.SubSteps[stepIdx].Status = SubStepSuccess
+		s.saveJob(context.Background(), job)
+	}
+
+	job.SubSteps = nil // Clear sub-steps after completion
+	return nil
+}
+
+func (s *OnboardingService) stepWaitForNodeReady(ctx context.Context, job *OnboardingJob) error {
+	job.CurrentStep = 8
+	job.StepMessage = "Waiting for node to be ready..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	// Wait for node to appear and become ready
+	timeout := time.After(5 * time.Minute)
+	ticker := time.NewTicker(5 * time.Second)
+	defer ticker.Stop()
+
+	for {
+		select {
+		case <-ctx.Done():
+			return ctx.Err()
+		case <-timeout:
+			return fmt.Errorf("timeout waiting for node to be ready")
+		case <-ticker.C:
+			// Try to find the node
+			nodes, err := s.k8sClient.ListNodes(ctx)
+			if err != nil {
+				continue
+			}
+
+			for _, node := range nodes.Items {
+				// Match by IP or hostname
+				nodeIP := ""
+				for _, addr := range node.Status.Addresses {
+					if addr.Type == corev1.NodeInternalIP {
+						nodeIP = addr.Address
+						break
+					}
+				}
+
+				if nodeIP == job.NodeIP || node.Name == job.NodeName {
+					job.NodeName = node.Name
+
+					// Check if node is ready
+					for _, cond := range node.Status.Conditions {
+						if cond.Type == corev1.NodeReady && cond.Status == corev1.ConditionTrue {
+							job.StepMessage = fmt.Sprintf("Node %s is ready", node.Name)
+							job.UpdatedAt = time.Now()
+							s.saveJob(context.Background(), job)
+							return nil
+						}
+					}
+				}
+			}
+		}
+	}
+}
+
+func (s *OnboardingService) stepEnableNode(ctx context.Context, job *OnboardingJob) error {
+	job.CurrentStep = 9
+	job.StepMessage = "Enabling node in Bison..."
+	job.UpdatedAt = time.Now()
+	s.saveJob(context.Background(), job)
+
+	if job.NodeName == "" {
+		return fmt.Errorf("node name is not set")
+	}
+
+	// Enable node in Bison (add to shared pool)
+	if err := s.nodeSvc.EnableNode(ctx, job.NodeName); err != nil {
+		return fmt.Errorf("failed to enable node: %w", err)
+	}
+
+	return nil
+}
+
+func (s *OnboardingService) failJob(job *OnboardingJob, err error) {
+	job.Status = JobStatusFailed
+	job.ErrorMessage = err.Error()
+	job.UpdatedAt = time.Now()
+	now := time.Now()
+	job.CompletedAt = &now
+	s.saveJob(context.Background(), job)
+
+	logger.Error("Node onboarding failed", "nodeIP", job.NodeIP, "error", err)
+}
+
+func (s *OnboardingService) saveJob(ctx context.Context, job *OnboardingJob) error {
+	data, err := json.Marshal(job)
+	if err != nil {
+		return fmt.Errorf("failed to marshal job: %w", err)
+	}
+
+	cm, err := s.k8sClient.GetConfigMap(ctx, BisonNamespace, OnboardingJobsConfigMap)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			// Create new ConfigMap
+			cm = &corev1.ConfigMap{
+				ObjectMeta: metav1.ObjectMeta{
+					Name:      OnboardingJobsConfigMap,
+					Namespace: BisonNamespace,
+				},
+				Data: map[string]string{
+					job.ID: string(data),
+				},
+			}
+			return s.k8sClient.CreateConfigMap(ctx, BisonNamespace, cm)
+		}
+		return fmt.Errorf("failed to get jobs config: %w", err)
+	}
+
+	// Update existing ConfigMap
+	if cm.Data == nil {
+		cm.Data = make(map[string]string)
+	}
+	cm.Data[job.ID] = string(data)
+
+	return s.k8sClient.UpdateConfigMap(ctx, BisonNamespace, cm)
+}
+
+func (s *OnboardingService) getJobsMap(ctx context.Context) (map[string]string, error) {
+	cm, err := s.k8sClient.GetConfigMap(ctx, BisonNamespace, OnboardingJobsConfigMap)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			return make(map[string]string), nil
+		}
+		return nil, fmt.Errorf("failed to get jobs config: %w", err)
+	}
+
+	if cm.Data == nil {
+		return make(map[string]string), nil
+	}
+
+	return cm.Data, nil
+}
+
+// TestControlPlaneConnection tests the SSH connection to the control plane
+func (s *OnboardingService) TestControlPlaneConnection(ctx context.Context) error {
+	cpConfig, err := s.initScriptSvc.GetControlPlaneConfig(ctx)
+	if err != nil {
+		return fmt.Errorf("failed to get control plane config: %w", err)
+	}
+
+	if cpConfig.Host == "" {
+		return fmt.Errorf("control plane host is not configured")
+	}
+
+	sshConfig := &ssh.Config{
+		Host:       cpConfig.Host,
+		Port:       cpConfig.SSHPort,
+		Username:   cpConfig.SSHUser,
+		AuthMethod: ssh.AuthMethod(cpConfig.AuthMethod),
+		Password:   cpConfig.Password,
+		PrivateKey: cpConfig.PrivateKey,
+		Timeout:    30 * time.Second,
+	}
+
+	executor := ssh.NewExecutor(sshConfig)
+	defer executor.Close()
+
+	if err := executor.TestConnection(ctx); err != nil {
+		return fmt.Errorf("SSH connection test failed: %w", err)
+	}
+
+	// Also verify kubeadm is available
+	if !executor.CheckCommand(ctx, "kubeadm") {
+		return fmt.Errorf("kubeadm is not available on the control plane")
+	}
+
+	return nil
+}
diff --git a/api-server/internal/service/settings_service.go b/api-server/internal/service/settings_service.go
index 0a561f4..d9c506d 100644
--- a/api-server/internal/service/settings_service.go
+++ b/api-server/internal/service/settings_service.go
@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"net/url"
 	"time"
 )
 
@@ -48,28 +49,66 @@ type PrometheusMetric struct {
 	Value     float64 `json:"value"`
 }
 
+// LabeledMetricSeries represents a Prometheus metric series with labels
+type LabeledMetricSeries struct {
+	Labels  map[string]string  `json:"labels"`
+	Metrics []PrometheusMetric `json:"metrics"`
+}
+
 // NodeMetrics represents metrics for a node
 type NodeMetrics struct {
 	CPUUsage    []PrometheusMetric `json:"cpuUsage"`
 	MemoryUsage []PrometheusMetric `json:"memoryUsage"`
+	// Network IO
+	NetworkReceive  []PrometheusMetric `json:"networkReceive,omitempty"`
+	NetworkTransmit []PrometheusMetric `json:"networkTransmit,omitempty"`
+	// RDMA IO
+	RdmaReceive  []PrometheusMetric `json:"rdmaReceive,omitempty"`
+	RdmaTransmit []PrometheusMetric `json:"rdmaTransmit,omitempty"`
+	// GPU (NVIDIA DCGM)
+	GpuUtilization []PrometheusMetric    `json:"gpuUtilization,omitempty"`
+	GpuMemoryUtil  []PrometheusMetric    `json:"gpuMemoryUtil,omitempty"`
+	GpuPerDevice   []LabeledMetricSeries `json:"gpuPerDevice,omitempty"`
+	// NPU (Huawei Ascend)
+	NpuUtilization []PrometheusMetric `json:"npuUtilization,omitempty"`
+	NpuMemoryUtil  []PrometheusMetric `json:"npuMemoryUtil,omitempty"`
+	NpuTemperature []PrometheusMetric `json:"npuTemperature,omitempty"`
 }
 
-// QueryPrometheus queries Prometheus API
-func (s *SettingsService) QueryPrometheus(ctx context.Context, query string, start, end time.Time, step time.Duration) ([]PrometheusMetric, error) {
+// NodeMetricsRequest holds parameters for querying node metrics
+type NodeMetricsRequest struct {
+	NodeName string
+	Hours    int
+	HasGpu   bool
+	HasNpu   bool
+}
+
+// prometheusResponse is the JSON structure returned by Prometheus query_range API
+type prometheusResponse struct {
+	Status string `json:"status"`
+	Data   struct {
+		ResultType string `json:"resultType"`
+		Result     []struct {
+			Metric map[string]string `json:"metric"`
+			Values [][]interface{}   `json:"values"`
+		} `json:"result"`
+	} `json:"data"`
+}
+
+// queryPrometheusRaw executes a Prometheus range query and returns the raw response
+func (s *SettingsService) queryPrometheusRaw(ctx context.Context, query string, start, end time.Time, step time.Duration) (*prometheusResponse, error) {
 	if s.prometheusURL == "" {
 		return nil, fmt.Errorf("prometheus URL not configured")
 	}
 
-	// Build query URL
-	url := fmt.Sprintf("%s/api/v1/query_range?query=%s&start=%d&end=%d&step=%d",
-		s.prometheusURL,
-		query,
-		start.Unix(),
-		end.Unix(),
-		int(step.Seconds()),
-	)
+	params := url.Values{}
+	params.Set("query", query)
+	params.Set("start", fmt.Sprintf("%d", start.Unix()))
+	params.Set("end", fmt.Sprintf("%d", end.Unix()))
+	params.Set("step", fmt.Sprintf("%d", int(step.Seconds())))
+	fullURL := fmt.Sprintf("%s/api/v1/query_range?%s", s.prometheusURL, params.Encode())
 
-	req, err := http.NewRequestWithContext(ctx, "GET", url, nil)
+	req, err := http.NewRequestWithContext(ctx, "GET", fullURL, nil)
 	if err != nil {
 		return nil, fmt.Errorf("failed to create request: %w", err)
 	}
@@ -86,17 +125,7 @@ func (s *SettingsService) QueryPrometheus(ctx context.Context, query string, sta
 		return nil, fmt.Errorf("prometheus returned status %d: %s", resp.StatusCode, string(body))
 	}
 
-	var result struct {
-		Status string `json:"status"`
-		Data   struct {
-			ResultType string `json:"resultType"`
-			Result     []struct {
-				Metric map[string]string `json:"metric"`
-				Values [][]interface{}   `json:"values"`
-			} `json:"result"`
-		} `json:"data"`
-	}
-
+	var result prometheusResponse
 	if err := json.NewDecoder(resp.Body).Decode(&result); err != nil {
 		return nil, fmt.Errorf("failed to decode response: %w", err)
 	}
@@ -105,51 +134,127 @@ func (s *SettingsService) QueryPrometheus(ctx context.Context, query string, sta
 		return nil, fmt.Errorf("prometheus query failed")
 	}
 
+	return &result, nil
+}
+
+// parseMetricValues extracts PrometheusMetric slice from raw Prometheus values
+func parseMetricValues(values [][]interface{}) []PrometheusMetric {
 	var metrics []PrometheusMetric
-	if len(result.Data.Result) > 0 {
-		for _, v := range result.Data.Result[0].Values {
-			if len(v) >= 2 {
-				ts, _ := v[0].(float64)
-				val := 0.0
-				switch vv := v[1].(type) {
-				case string:
-					fmt.Sscanf(vv, "%f", &val)
-				case float64:
-					val = vv
-				}
-				metrics = append(metrics, PrometheusMetric{
-					Timestamp: ts,
-					Value:     val,
-				})
+	for _, v := range values {
+		if len(v) >= 2 {
+			ts, _ := v[0].(float64)
+			val := 0.0
+			switch vv := v[1].(type) {
+			case string:
+				fmt.Sscanf(vv, "%f", &val)
+			case float64:
+				val = vv
 			}
+			metrics = append(metrics, PrometheusMetric{
+				Timestamp: ts,
+				Value:     val,
+			})
 		}
 	}
+	return metrics
+}
+
+// QueryPrometheus queries Prometheus API and returns the first result series
+func (s *SettingsService) QueryPrometheus(ctx context.Context, query string, start, end time.Time, step time.Duration) ([]PrometheusMetric, error) {
+	result, err := s.queryPrometheusRaw(ctx, query, start, end, step)
+	if err != nil {
+		return nil, err
+	}
 
-	return metrics, nil
+	if len(result.Data.Result) > 0 {
+		return parseMetricValues(result.Data.Result[0].Values), nil
+	}
+
+	return nil, nil
+}
+
+// QueryPrometheusMultiSeries queries Prometheus API and returns all result series with labels
+func (s *SettingsService) QueryPrometheusMultiSeries(ctx context.Context, query string, start, end time.Time, step time.Duration) ([]LabeledMetricSeries, error) {
+	result, err := s.queryPrometheusRaw(ctx, query, start, end, step)
+	if err != nil {
+		return nil, err
+	}
+
+	var series []LabeledMetricSeries
+	for _, r := range result.Data.Result {
+		series = append(series, LabeledMetricSeries{
+			Labels:  r.Metric,
+			Metrics: parseMetricValues(r.Values),
+		})
+	}
+
+	return series, nil
 }
 
 // GetNodeMetrics returns metrics for a specific node
-func (s *SettingsService) GetNodeMetrics(ctx context.Context, nodeName string, hours int) (*NodeMetrics, error) {
+func (s *SettingsService) GetNodeMetrics(ctx context.Context, req NodeMetricsRequest) (*NodeMetrics, error) {
 	end := time.Now()
-	start := end.Add(-time.Duration(hours) * time.Hour)
+	start := end.Add(-time.Duration(req.Hours) * time.Hour)
 	step := time.Minute * 5
+	node := req.NodeName
 
-	// Query CPU usage
-	cpuQuery := fmt.Sprintf(`100 - (avg by(instance) (rate(node_cpu_seconds_total{mode="idle", instance=~"%s.*"}[5m])) * 100)`, nodeName)
-	cpuMetrics, err := s.QueryPrometheus(ctx, cpuQuery, start, end, step)
-	if err != nil {
-		cpuMetrics = nil // Non-fatal, continue
+	result := &NodeMetrics{}
+
+	// --- Always query: CPU, Memory, Network, RDMA ---
+
+	// CPU usage (%)
+	cpuQuery := fmt.Sprintf(`100 - (avg by(instance) (rate(node_cpu_seconds_total{mode="idle", instance=~"%s.*"}[5m])) * 100)`, node)
+	result.CPUUsage, _ = s.QueryPrometheus(ctx, cpuQuery, start, end, step)
+
+	// Memory usage (%)
+	memQuery := fmt.Sprintf(`(1 - (node_memory_MemAvailable_bytes{instance=~"%s.*"} / node_memory_MemTotal_bytes{instance=~"%s.*"})) * 100`, node, node)
+	result.MemoryUsage, _ = s.QueryPrometheus(ctx, memQuery, start, end, step)
+
+	// Network receive (bytes/sec, excluding virtual interfaces)
+	netRecvQuery := fmt.Sprintf(`sum(rate(node_network_receive_bytes_total{instance=~"%s.*",device!~"lo|docker.*|veth.*|br.*|cni.*|flannel.*|cali.*|tunl.*|kube.*|virbr.*"}[5m]))`, node)
+	result.NetworkReceive, _ = s.QueryPrometheus(ctx, netRecvQuery, start, end, step)
+
+	// Network transmit (bytes/sec)
+	netTransQuery := fmt.Sprintf(`sum(rate(node_network_transmit_bytes_total{instance=~"%s.*",device!~"lo|docker.*|veth.*|br.*|cni.*|flannel.*|cali.*|tunl.*|kube.*|virbr.*"}[5m]))`, node)
+	result.NetworkTransmit, _ = s.QueryPrometheus(ctx, netTransQuery, start, end, step)
+
+	// RDMA receive (bytes/sec, InfiniBand via node_exporter)
+	rdmaRecvQuery := fmt.Sprintf(`sum(rate(node_infiniband_port_data_received_bytes_total{instance=~"%s.*"}[5m]))`, node)
+	result.RdmaReceive, _ = s.QueryPrometheus(ctx, rdmaRecvQuery, start, end, step)
+
+	// RDMA transmit (bytes/sec)
+	rdmaTransQuery := fmt.Sprintf(`sum(rate(node_infiniband_port_data_transmitted_bytes_total{instance=~"%s.*"}[5m]))`, node)
+	result.RdmaTransmit, _ = s.QueryPrometheus(ctx, rdmaTransQuery, start, end, step)
+
+	// --- Conditional: GPU (DCGM) ---
+	if req.HasGpu {
+		// Average GPU SM utilization (%)
+		gpuUtilQuery := fmt.Sprintf(`avg(DCGM_FI_DEV_GPU_UTIL{Hostname="%s"} or DCGM_FI_DEV_GPU_UTIL{instance=~"%s.*"})`, node, node)
+		result.GpuUtilization, _ = s.QueryPrometheus(ctx, gpuUtilQuery, start, end, step)
+
+		// Average GPU memory utilization (%)
+		gpuMemQuery := fmt.Sprintf(`avg(DCGM_FI_DEV_MEM_COPY_UTIL{Hostname="%s"} or DCGM_FI_DEV_MEM_COPY_UTIL{instance=~"%s.*"})`, node, node)
+		result.GpuMemoryUtil, _ = s.QueryPrometheus(ctx, gpuMemQuery, start, end, step)
+
+		// Per-GPU SM utilization (multi-series)
+		gpuPerDeviceQuery := fmt.Sprintf(`DCGM_FI_DEV_GPU_UTIL{Hostname="%s"} or DCGM_FI_DEV_GPU_UTIL{instance=~"%s.*"}`, node, node)
+		result.GpuPerDevice, _ = s.QueryPrometheusMultiSeries(ctx, gpuPerDeviceQuery, start, end, step)
 	}
 
-	// Query memory usage
-	memQuery := fmt.Sprintf(`(1 - (node_memory_MemAvailable_bytes{instance=~"%s.*"} / node_memory_MemTotal_bytes{instance=~"%s.*"})) * 100`, nodeName, nodeName)
-	memMetrics, err := s.QueryPrometheus(ctx, memQuery, start, end, step)
-	if err != nil {
-		memMetrics = nil // Non-fatal, continue
+	// --- Conditional: NPU (Huawei Ascend) ---
+	if req.HasNpu {
+		// NPU utilization (%)
+		npuUtilQuery := fmt.Sprintf(`avg(npu_chip_info_utilization{id=~"%s.*"})`, node)
+		result.NpuUtilization, _ = s.QueryPrometheus(ctx, npuUtilQuery, start, end, step)
+
+		// NPU HBM usage (%)
+		npuMemQuery := fmt.Sprintf(`avg(npu_chip_info_hbm_usage{id=~"%s.*"})`, node)
+		result.NpuMemoryUtil, _ = s.QueryPrometheus(ctx, npuMemQuery, start, end, step)
+
+		// NPU temperature (°C)
+		npuTempQuery := fmt.Sprintf(`avg(npu_chip_info_temperature{id=~"%s.*"})`, node)
+		result.NpuTemperature, _ = s.QueryPrometheus(ctx, npuTempQuery, start, end, step)
 	}
 
-	return &NodeMetrics{
-		CPUUsage:    cpuMetrics,
-		MemoryUsage: memMetrics,
-	}, nil
+	return result, nil
 }
diff --git a/api-server/internal/ssh/executor.go b/api-server/internal/ssh/executor.go
new file mode 100644
index 0000000..e1feb9e
--- /dev/null
+++ b/api-server/internal/ssh/executor.go
@@ -0,0 +1,370 @@
+package ssh
+
+import (
+	"bytes"
+	"context"
+	"fmt"
+	"io"
+	"net"
+	"strings"
+	"sync"
+	"time"
+
+	"golang.org/x/crypto/ssh"
+)
+
+// AuthMethod represents the SSH authentication method
+type AuthMethod string
+
+const (
+	AuthMethodPassword   AuthMethod = "password"
+	AuthMethodPrivateKey AuthMethod = "privateKey"
+)
+
+// Config holds SSH connection configuration
+type Config struct {
+	Host       string
+	Port       int
+	Username   string
+	AuthMethod AuthMethod
+	Password   string
+	PrivateKey string // PEM encoded private key content
+	Timeout    time.Duration
+}
+
+// CommandResult holds the result of a remote command execution
+type CommandResult struct {
+	Stdout   string
+	Stderr   string
+	ExitCode int
+	Error    error
+}
+
+// Executor handles SSH connections and remote command execution
+type Executor struct {
+	config *Config
+	client *ssh.Client
+	mu     sync.Mutex
+}
+
+// NewExecutor creates a new SSH executor with the given configuration
+func NewExecutor(config *Config) *Executor {
+	if config.Port == 0 {
+		config.Port = 22
+	}
+	if config.Timeout == 0 {
+		config.Timeout = 30 * time.Second
+	}
+	return &Executor{
+		config: config,
+	}
+}
+
+// Connect establishes an SSH connection to the remote host
+func (e *Executor) Connect(ctx context.Context) error {
+	e.mu.Lock()
+	defer e.mu.Unlock()
+
+	if e.client != nil {
+		return nil // Already connected
+	}
+
+	var authMethods []ssh.AuthMethod
+
+	switch e.config.AuthMethod {
+	case AuthMethodPassword:
+		if e.config.Password == "" {
+			return fmt.Errorf("password is required for password authentication")
+		}
+		authMethods = append(authMethods, ssh.Password(e.config.Password))
+
+	case AuthMethodPrivateKey:
+		if e.config.PrivateKey == "" {
+			return fmt.Errorf("private key is required for private key authentication")
+		}
+		signer, err := ssh.ParsePrivateKey([]byte(e.config.PrivateKey))
+		if err != nil {
+			return fmt.Errorf("failed to parse private key: %w", err)
+		}
+		authMethods = append(authMethods, ssh.PublicKeys(signer))
+
+	default:
+		return fmt.Errorf("unsupported authentication method: %s", e.config.AuthMethod)
+	}
+
+	sshConfig := &ssh.ClientConfig{
+		User:            e.config.Username,
+		Auth:            authMethods,
+		HostKeyCallback: ssh.InsecureIgnoreHostKey(), // TODO: Consider using known_hosts in production
+		Timeout:         e.config.Timeout,
+	}
+
+	addr := fmt.Sprintf("%s:%d", e.config.Host, e.config.Port)
+
+	// Use context for connection timeout
+	var client *ssh.Client
+	var err error
+
+	done := make(chan struct{})
+	go func() {
+		client, err = ssh.Dial("tcp", addr, sshConfig)
+		close(done)
+	}()
+
+	select {
+	case <-ctx.Done():
+		return ctx.Err()
+	case <-done:
+		if err != nil {
+			return fmt.Errorf("failed to connect to %s: %w", addr, err)
+		}
+	}
+
+	e.client = client
+	return nil
+}
+
+// Execute runs a command on the remote host and returns the result
+func (e *Executor) Execute(ctx context.Context, command string) *CommandResult {
+	e.mu.Lock()
+	if e.client == nil {
+		e.mu.Unlock()
+		return &CommandResult{
+			ExitCode: -1,
+			Error:    fmt.Errorf("not connected"),
+		}
+	}
+	client := e.client
+	e.mu.Unlock()
+
+	session, err := client.NewSession()
+	if err != nil {
+		return &CommandResult{
+			ExitCode: -1,
+			Error:    fmt.Errorf("failed to create session: %w", err),
+		}
+	}
+	defer session.Close()
+
+	var stdout, stderr bytes.Buffer
+	session.Stdout = &stdout
+	session.Stderr = &stderr
+
+	// Run command with context cancellation support
+	done := make(chan error, 1)
+	go func() {
+		done <- session.Run(command)
+	}()
+
+	select {
+	case <-ctx.Done():
+		// Try to close the session to stop the command
+		session.Close()
+		return &CommandResult{
+			Stdout:   stdout.String(),
+			Stderr:   stderr.String(),
+			ExitCode: -1,
+			Error:    ctx.Err(),
+		}
+	case err := <-done:
+		result := &CommandResult{
+			Stdout:   stdout.String(),
+			Stderr:   stderr.String(),
+			ExitCode: 0,
+		}
+
+		if err != nil {
+			if exitErr, ok := err.(*ssh.ExitError); ok {
+				result.ExitCode = exitErr.ExitStatus()
+			} else {
+				result.ExitCode = -1
+				result.Error = err
+			}
+		}
+
+		return result
+	}
+}
+
+// ExecuteWithTimeout runs a command with a specific timeout
+func (e *Executor) ExecuteWithTimeout(command string, timeout time.Duration) *CommandResult {
+	ctx, cancel := context.WithTimeout(context.Background(), timeout)
+	defer cancel()
+	return e.Execute(ctx, command)
+}
+
+// ExecuteScript executes a shell script on the remote host
+// The script content is passed via stdin to avoid escaping issues
+func (e *Executor) ExecuteScript(ctx context.Context, script string) *CommandResult {
+	e.mu.Lock()
+	if e.client == nil {
+		e.mu.Unlock()
+		return &CommandResult{
+			ExitCode: -1,
+			Error:    fmt.Errorf("not connected"),
+		}
+	}
+	client := e.client
+	e.mu.Unlock()
+
+	session, err := client.NewSession()
+	if err != nil {
+		return &CommandResult{
+			ExitCode: -1,
+			Error:    fmt.Errorf("failed to create session: %w", err),
+		}
+	}
+	defer session.Close()
+
+	var stdout, stderr bytes.Buffer
+	session.Stdout = &stdout
+	session.Stderr = &stderr
+
+	// Pass script via stdin
+	stdin, err := session.StdinPipe()
+	if err != nil {
+		return &CommandResult{
+			ExitCode: -1,
+			Error:    fmt.Errorf("failed to create stdin pipe: %w", err),
+		}
+	}
+
+	done := make(chan error, 1)
+	go func() {
+		done <- session.Run("bash -s")
+	}()
+
+	// Write script to stdin
+	go func() {
+		defer stdin.Close()
+		io.WriteString(stdin, script)
+	}()
+
+	select {
+	case <-ctx.Done():
+		session.Close()
+		return &CommandResult{
+			Stdout:   stdout.String(),
+			Stderr:   stderr.String(),
+			ExitCode: -1,
+			Error:    ctx.Err(),
+		}
+	case err := <-done:
+		result := &CommandResult{
+			Stdout:   stdout.String(),
+			Stderr:   stderr.String(),
+			ExitCode: 0,
+		}
+
+		if err != nil {
+			if exitErr, ok := err.(*ssh.ExitError); ok {
+				result.ExitCode = exitErr.ExitStatus()
+			} else {
+				result.ExitCode = -1
+				result.Error = err
+			}
+		}
+
+		return result
+	}
+}
+
+// TestConnection tests if the SSH connection can be established
+func (e *Executor) TestConnection(ctx context.Context) error {
+	if err := e.Connect(ctx); err != nil {
+		return err
+	}
+
+	// Run a simple command to verify the connection works
+	result := e.Execute(ctx, "echo ok")
+	if result.Error != nil {
+		return result.Error
+	}
+	if result.ExitCode != 0 {
+		return fmt.Errorf("connection test failed: %s", result.Stderr)
+	}
+	if strings.TrimSpace(result.Stdout) != "ok" {
+		return fmt.Errorf("unexpected response: %s", result.Stdout)
+	}
+
+	return nil
+}
+
+// Close closes the SSH connection
+func (e *Executor) Close() error {
+	e.mu.Lock()
+	defer e.mu.Unlock()
+
+	if e.client != nil {
+		err := e.client.Close()
+		e.client = nil
+		return err
+	}
+	return nil
+}
+
+// IsConnected returns true if there is an active SSH connection
+func (e *Executor) IsConnected() bool {
+	e.mu.Lock()
+	defer e.mu.Unlock()
+	return e.client != nil
+}
+
+// GetHostInfo retrieves basic host information (OS, architecture, etc.)
+func (e *Executor) GetHostInfo(ctx context.Context) (map[string]string, error) {
+	info := make(map[string]string)
+
+	// Get OS information
+	osResult := e.Execute(ctx, "cat /etc/os-release 2>/dev/null | grep -E '^(ID|VERSION_ID)=' | cut -d'=' -f2 | tr -d '\"'")
+	if osResult.Error == nil && osResult.ExitCode == 0 {
+		lines := strings.Split(strings.TrimSpace(osResult.Stdout), "\n")
+		if len(lines) >= 1 {
+			info["os"] = strings.TrimSpace(lines[0])
+		}
+		if len(lines) >= 2 {
+			info["version"] = strings.TrimSpace(lines[1])
+		}
+	}
+
+	// Get architecture
+	archResult := e.Execute(ctx, "uname -m")
+	if archResult.Error == nil && archResult.ExitCode == 0 {
+		arch := strings.TrimSpace(archResult.Stdout)
+		// Normalize architecture names
+		switch arch {
+		case "x86_64":
+			arch = "amd64"
+		case "aarch64":
+			arch = "arm64"
+		}
+		info["arch"] = arch
+	}
+
+	// Get hostname
+	hostnameResult := e.Execute(ctx, "hostname")
+	if hostnameResult.Error == nil && hostnameResult.ExitCode == 0 {
+		info["hostname"] = strings.TrimSpace(hostnameResult.Stdout)
+	}
+
+	return info, nil
+}
+
+// CheckCommand checks if a command exists on the remote host
+func (e *Executor) CheckCommand(ctx context.Context, command string) bool {
+	result := e.Execute(ctx, fmt.Sprintf("command -v %s", command))
+	return result.Error == nil && result.ExitCode == 0
+}
+
+// DialFunc returns a function that can be used as a proxy dialer
+func (e *Executor) DialFunc() func(network, addr string) (net.Conn, error) {
+	return func(network, addr string) (net.Conn, error) {
+		e.mu.Lock()
+		client := e.client
+		e.mu.Unlock()
+
+		if client == nil {
+			return nil, fmt.Errorf("not connected")
+		}
+		return client.Dial(network, addr)
+	}
+}
diff --git a/deploy/charts/bison/templates/NOTES.txt b/deploy/charts/bison/templates/NOTES.txt
index 7ad6d8b..7806fe9 100644
--- a/deploy/charts/bison/templates/NOTES.txt
+++ b/deploy/charts/bison/templates/NOTES.txt
@@ -9,27 +9,21 @@ Namespace: {{ .Release.Namespace }}
 数据存储在 Kubernetes ConfigMaps 中，无需外部数据库
 
 === 访问方式 ===
-{{- if .Values.apiServer.enabled }}
-{{- if .Values.apiServer.ingress.enabled }}
-
-API Server: http://{{ .Values.apiServer.ingress.host }}/api/v1
-{{- else }}
+{{- if and .Values.webUI.enabled .Values.ingress.enabled }}
 
-API Server:
-  kubectl port-forward svc/{{ include "bison.apiServer.fullname" . }} 8080:{{ .Values.apiServer.service.port }} -n {{ .Release.Namespace }}
-  访问: http://localhost:8080/api/v1
-{{- end }}
-{{- end }}
-{{- if .Values.webUI.enabled }}
-{{- if .Values.webUI.ingress.enabled }}
-
-Web UI: http://{{ .Values.webUI.ingress.host }}
-{{- else }}
+Bison: http://{{ .Values.ingress.host }}
+  Web UI nginx 会自动代理 /api 请求到 API Server
+{{- else if .Values.webUI.enabled }}
 
 Web UI:
   kubectl port-forward svc/{{ include "bison.webUI.fullname" . }} 3000:{{ .Values.webUI.service.port }} -n {{ .Release.Namespace }}
   访问: http://localhost:3000
 {{- end }}
+{{- if .Values.apiServer.enabled }}
+
+API Server (调试):
+  kubectl port-forward svc/{{ include "bison.apiServer.fullname" . }} 8080:{{ .Values.apiServer.service.port }} -n {{ .Release.Namespace }}
+  访问: http://localhost:8080/api/v1
 {{- end }}
 
 === 认证 ===
diff --git a/deploy/charts/bison/templates/_helpers.tpl b/deploy/charts/bison/templates/_helpers.tpl
index 1247b30..553da2d 100644
--- a/deploy/charts/bison/templates/_helpers.tpl
+++ b/deploy/charts/bison/templates/_helpers.tpl
@@ -76,14 +76,12 @@ Web UI full name
 {{- end }}
 
 {{/*
-Get image registry
+Build full image reference: global.imageRegistry/repository:tag
+Usage: include "bison.image" (dict "imageConfig" .Values.apiServer.image "global" .Values.global "appVersion" .Chart.AppVersion)
 */}}
-{{- define "bison.imageRegistry" -}}
-{{- if .Values.global.imageRegistry }}
-{{- printf "%s/" .Values.global.imageRegistry }}
-{{- else }}
-{{- "" }}
-{{- end }}
+{{- define "bison.image" -}}
+{{- $tag := .imageConfig.tag | default .appVersion -}}
+{{- printf "%s/%s:%s" .global.imageRegistry .imageConfig.repository $tag -}}
 {{- end }}
 
 {{/*
diff --git a/deploy/charts/bison/templates/api-server/deployment.yaml b/deploy/charts/bison/templates/api-deployment.yaml
similarity index 91%
rename from deploy/charts/bison/templates/api-server/deployment.yaml
rename to deploy/charts/bison/templates/api-deployment.yaml
index b141063..31ecc56 100644
--- a/deploy/charts/bison/templates/api-server/deployment.yaml
+++ b/deploy/charts/bison/templates/api-deployment.yaml
@@ -30,7 +30,7 @@ spec:
         - name: api
           securityContext:
             {{- toYaml .Values.securityContext | nindent 12 }}
-          image: "{{ include "bison.imageRegistry" . }}{{ .Values.apiServer.image.repository }}:{{ .Values.apiServer.image.tag }}"
+          image: "{{ include "bison.image" (dict "imageConfig" .Values.apiServer.image "global" .Values.global "appVersion" .Chart.AppVersion) }}"
           imagePullPolicy: {{ .Values.apiServer.image.pullPolicy }}
           ports:
             - name: http
@@ -56,6 +56,9 @@ spec:
                   name: {{ if .Values.auth.jwt.existingSecret }}{{ .Values.auth.jwt.existingSecret }}{{ else }}{{ include "bison.authSecretName" . }}{{ end }}
                   key: jwt-secret
             {{- end }}
+            # Capsule integration
+            - name: CAPSULE_ENABLED
+              value: {{ .Values.dependencies.capsule.enabled | quote }}
             # OpenCost integration
             {{- if .Values.dependencies.opencost.enabled }}
             - name: OPENCOST_URL
diff --git a/deploy/charts/bison/templates/api-server/ingress.yaml b/deploy/charts/bison/templates/api-server/ingress.yaml
deleted file mode 100644
index e979851..0000000
--- a/deploy/charts/bison/templates/api-server/ingress.yaml
+++ /dev/null
@@ -1,40 +0,0 @@
-{{- if and .Values.apiServer.enabled .Values.apiServer.ingress.enabled }}
-apiVersion: networking.k8s.io/v1
-kind: Ingress
-metadata:
-  name: {{ include "bison.apiServer.fullname" . }}
-  namespace: {{ .Release.Namespace }}
-  labels:
-    {{- include "bison.labels" . | nindent 4 }}
-    app.kubernetes.io/component: api-server
-  {{- with .Values.apiServer.ingress.annotations }}
-  annotations:
-    {{- toYaml . | nindent 4 }}
-  {{- end }}
-spec:
-  {{- if .Values.apiServer.ingress.className }}
-  ingressClassName: {{ .Values.apiServer.ingress.className }}
-  {{- end }}
-  {{- if .Values.apiServer.ingress.tls }}
-  tls:
-    {{- range .Values.apiServer.ingress.tls }}
-    - hosts:
-        {{- range .hosts }}
-        - {{ . | quote }}
-        {{- end }}
-      secretName: {{ .secretName }}
-    {{- end }}
-  {{- end }}
-  rules:
-    - host: {{ .Values.apiServer.ingress.host | quote }}
-      http:
-        paths:
-          - path: /
-            pathType: Prefix
-            backend:
-              service:
-                name: {{ include "bison.apiServer.fullname" . }}
-                port:
-                  number: {{ .Values.apiServer.service.port }}
-{{- end }}
-
diff --git a/deploy/charts/bison/templates/ingress.yaml b/deploy/charts/bison/templates/ingress.yaml
new file mode 100644
index 0000000..9184908
--- /dev/null
+++ b/deploy/charts/bison/templates/ingress.yaml
@@ -0,0 +1,34 @@
+{{- if and .Values.webUI.enabled .Values.ingress.enabled }}
+apiVersion: networking.k8s.io/v1
+kind: Ingress
+metadata:
+  name: {{ include "bison.fullname" . }}
+  namespace: {{ .Release.Namespace }}
+  labels:
+    {{- include "bison.labels" . | nindent 4 }}
+  {{- with .Values.ingress.annotations }}
+  annotations:
+    {{- toYaml . | nindent 4 }}
+  {{- end }}
+spec:
+  {{- if .Values.ingress.className }}
+  ingressClassName: {{ .Values.ingress.className }}
+  {{- end }}
+  {{- if .Values.ingress.tls.enabled }}
+  tls:
+    - hosts:
+        - {{ .Values.ingress.host | quote }}
+      secretName: {{ .Values.ingress.tls.secretName | default (printf "%s-tls" (include "bison.fullname" .)) }}
+  {{- end }}
+  rules:
+    - host: {{ .Values.ingress.host | quote }}
+      http:
+        paths:
+          - path: /
+            pathType: Prefix
+            backend:
+              service:
+                name: {{ include "bison.webUI.fullname" . }}
+                port:
+                  number: {{ .Values.webUI.service.port }}
+{{- end }}
diff --git a/deploy/charts/bison/templates/api-server/rbac.yaml b/deploy/charts/bison/templates/rbac.yaml
similarity index 100%
rename from deploy/charts/bison/templates/api-server/rbac.yaml
rename to deploy/charts/bison/templates/rbac.yaml
diff --git a/deploy/charts/bison/templates/api-server/auth-secret.yaml b/deploy/charts/bison/templates/secret.yaml
similarity index 99%
rename from deploy/charts/bison/templates/api-server/auth-secret.yaml
rename to deploy/charts/bison/templates/secret.yaml
index 3bf3300..7bfe456 100644
--- a/deploy/charts/bison/templates/api-server/auth-secret.yaml
+++ b/deploy/charts/bison/templates/secret.yaml
@@ -21,4 +21,3 @@ data:
   {{- end }}
 {{- end }}
 {{- end }}
-
diff --git a/deploy/charts/bison/templates/api-server/service.yaml b/deploy/charts/bison/templates/service.yaml
similarity index 50%
rename from deploy/charts/bison/templates/api-server/service.yaml
rename to deploy/charts/bison/templates/service.yaml
index d0c9e18..ab2bcbc 100644
--- a/deploy/charts/bison/templates/api-server/service.yaml
+++ b/deploy/charts/bison/templates/service.yaml
@@ -18,4 +18,24 @@ spec:
     {{- include "bison.selectorLabels" . | nindent 4 }}
     app.kubernetes.io/component: api-server
 {{- end }}
-
+---
+{{- if .Values.webUI.enabled }}
+apiVersion: v1
+kind: Service
+metadata:
+  name: {{ include "bison.webUI.fullname" . }}
+  namespace: {{ .Release.Namespace }}
+  labels:
+    {{- include "bison.labels" . | nindent 4 }}
+    app.kubernetes.io/component: web-ui
+spec:
+  type: {{ .Values.webUI.service.type }}
+  ports:
+    - port: {{ .Values.webUI.service.port }}
+      targetPort: http
+      protocol: TCP
+      name: http
+  selector:
+    {{- include "bison.selectorLabels" . | nindent 4 }}
+    app.kubernetes.io/component: web-ui
+{{- end }}
diff --git a/deploy/charts/bison/templates/web-ui/deployment.yaml b/deploy/charts/bison/templates/web-deployment.yaml
similarity index 93%
rename from deploy/charts/bison/templates/web-ui/deployment.yaml
rename to deploy/charts/bison/templates/web-deployment.yaml
index a637f65..3cfb358 100644
--- a/deploy/charts/bison/templates/web-ui/deployment.yaml
+++ b/deploy/charts/bison/templates/web-deployment.yaml
@@ -29,7 +29,7 @@ spec:
         - name: web
           securityContext:
             {{- toYaml .Values.securityContext | nindent 12 }}
-          image: "{{ include "bison.imageRegistry" . }}{{ .Values.webUI.image.repository }}:{{ .Values.webUI.image.tag }}"
+          image: "{{ include "bison.image" (dict "imageConfig" .Values.webUI.image "global" .Values.global "appVersion" .Chart.AppVersion) }}"
           imagePullPolicy: {{ .Values.webUI.image.pullPolicy }}
           ports:
             - name: http
@@ -65,4 +65,3 @@ spec:
         {{- toYaml . | nindent 8 }}
       {{- end }}
 {{- end }}
-
diff --git a/deploy/charts/bison/templates/web-ui/ingress.yaml b/deploy/charts/bison/templates/web-ui/ingress.yaml
deleted file mode 100644
index 00c86e6..0000000
--- a/deploy/charts/bison/templates/web-ui/ingress.yaml
+++ /dev/null
@@ -1,40 +0,0 @@
-{{- if and .Values.webUI.enabled .Values.webUI.ingress.enabled }}
-apiVersion: networking.k8s.io/v1
-kind: Ingress
-metadata:
-  name: {{ include "bison.webUI.fullname" . }}
-  namespace: {{ .Release.Namespace }}
-  labels:
-    {{- include "bison.labels" . | nindent 4 }}
-    app.kubernetes.io/component: web-ui
-  {{- with .Values.webUI.ingress.annotations }}
-  annotations:
-    {{- toYaml . | nindent 4 }}
-  {{- end }}
-spec:
-  {{- if .Values.webUI.ingress.className }}
-  ingressClassName: {{ .Values.webUI.ingress.className }}
-  {{- end }}
-  {{- if .Values.webUI.ingress.tls }}
-  tls:
-    {{- range .Values.webUI.ingress.tls }}
-    - hosts:
-        {{- range .hosts }}
-        - {{ . | quote }}
-        {{- end }}
-      secretName: {{ .secretName }}
-    {{- end }}
-  {{- end }}
-  rules:
-    - host: {{ .Values.webUI.ingress.host | quote }}
-      http:
-        paths:
-          - path: /
-            pathType: Prefix
-            backend:
-              service:
-                name: {{ include "bison.webUI.fullname" . }}
-                port:
-                  number: {{ .Values.webUI.service.port }}
-{{- end }}
-
diff --git a/deploy/charts/bison/templates/web-ui/service.yaml b/deploy/charts/bison/templates/web-ui/service.yaml
deleted file mode 100644
index 905e3b6..0000000
--- a/deploy/charts/bison/templates/web-ui/service.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
-{{- if .Values.webUI.enabled }}
-apiVersion: v1
-kind: Service
-metadata:
-  name: {{ include "bison.webUI.fullname" . }}
-  namespace: {{ .Release.Namespace }}
-  labels:
-    {{- include "bison.labels" . | nindent 4 }}
-    app.kubernetes.io/component: web-ui
-spec:
-  type: {{ .Values.webUI.service.type }}
-  ports:
-    - port: {{ .Values.webUI.service.port }}
-      targetPort: http
-      protocol: TCP
-      name: http
-  selector:
-    {{- include "bison.selectorLabels" . | nindent 4 }}
-    app.kubernetes.io/component: web-ui
-{{- end }}
-
diff --git a/deploy/charts/bison/values.yaml b/deploy/charts/bison/values.yaml
index 1546f16..424581d 100644
--- a/deploy/charts/bison/values.yaml
+++ b/deploy/charts/bison/values.yaml
@@ -2,19 +2,19 @@
 
 # Global configuration
 global:
-  imageRegistry: ""
+  imageRegistry: "ghcr.io/supermarioyl"
   imagePullSecrets: []
 
 # Authentication configuration
 auth:
-  enabled: false                       # Enable login authentication
+  enabled: false # Enable login authentication
   admin:
-    username: admin                   # Admin username
-    password: ""                      # Admin password (not recommended, use existingSecret)
-    existingSecret: ""                # Secret containing 'password' key
+    username: admin # Admin username
+    password: "" # Admin password (not recommended, use existingSecret)
+    existingSecret: "" # Secret containing 'password' key
   jwt:
-    secret: ""                        # JWT signing secret (auto-generated if empty)
-    existingSecret: ""                # Secret containing 'jwt-secret' key
+    secret: "" # JWT signing secret (auto-generated if empty)
+    existingSecret: "" # Secret containing 'jwt-secret' key
 
 # External dependencies
 # Note: Capsule and OpenCost must be installed separately before deploying Bison
@@ -23,16 +23,16 @@ dependencies:
   capsule:
     # Capsule must be installed separately
     # helm install capsule projectcapsule/capsule -n capsule-system --create-namespace
-    enabled: true
-  
+    enabled: false
+
   # OpenCost configuration
   opencost:
     # OpenCost must be installed separately
     # helm install opencost opencost/opencost -n opencost --create-namespace
-    enabled: true
+    enabled: false
     # OpenCost API URL (internal service URL) - use port 9003 for API, NOT 9090 (UI)
     apiUrl: "http://opencost.opencost.svc.cluster.local:9003"
-  
+
   # Prometheus configuration (for node metrics, required by OpenCost)
   prometheus:
     enabled: true
@@ -44,18 +44,12 @@ apiServer:
   enabled: true
   replicaCount: 2
   image:
-    repository: ghcr.io/supermarioyl/bison/api-server
-    tag: 0.0.1
+    repository: bison/api-server
+    tag: "" # Defaults to Chart.AppVersion if empty
     pullPolicy: IfNotPresent
   service:
     type: ClusterIP
     port: 8080
-  ingress:
-    enabled: true
-    className: ""
-    annotations: {}
-    host: bison-api.example.com
-    tls: []
   resources:
     limits:
       cpu: 1000m
@@ -69,21 +63,15 @@ apiServer:
 
 # Web UI configuration
 webUI:
-  enabled: false
+  enabled: true
   replicaCount: 2
   image:
-    repository: ghcr.io/supermarioyl/bison/web-ui
-    tag: 0.0.1
+    repository: bison/web-ui
+    tag: "" # Defaults to Chart.AppVersion if empty
     pullPolicy: IfNotPresent
   service:
     type: ClusterIP
     port: 80
-  ingress:
-    enabled: true
-    className: ""
-    annotations: {}
-    host: bison.example.com
-    tls: []
   resources:
     limits:
       cpu: 500m
@@ -95,6 +83,16 @@ webUI:
   tolerations: []
   affinity: {}
 
+# Ingress (unified entry point, web-ui nginx proxies /api to api-server)
+ingress:
+  enabled: true
+  className: ""
+  annotations: {}
+  host: bison.example.com
+  tls:
+    enabled: false
+    secretName: "" # If empty, auto-generated as <release>-tls
+
 # Service account
 serviceAccount:
   create: true
diff --git a/web-ui/src/App.tsx b/web-ui/src/App.tsx
index 1c4d22c..fb716a3 100644
--- a/web-ui/src/App.tsx
+++ b/web-ui/src/App.tsx
@@ -17,8 +17,11 @@ import AuditList from './pages/Audit/AuditList';
 import ReportCenter from './pages/Report/ReportCenter';
 import Settings from './pages/Settings';
 import ProtectedRoute from './components/ProtectedRoute';
+import { useFeatures } from './hooks/useFeatures';
 
 const App: React.FC = () => {
+  const { data: features } = useFeatures();
+
   return (
     <Routes>
       <Route path="/login" element={<Login />} />
@@ -29,17 +32,23 @@ const App: React.FC = () => {
       }>
         <Route index element={<Navigate to="/dashboard" replace />} />
         <Route path="dashboard" element={<Dashboard />} />
-        <Route path="teams" element={<TeamList />} />
-        <Route path="teams/create" element={<TeamCreate />} />
-        <Route path="teams/:name" element={<TeamDetail />} />
-        <Route path="projects" element={<ProjectList />} />
-        <Route path="projects/create" element={<ProjectCreate />} />
-        <Route path="projects/:name" element={<ProjectDetail />} />
-        <Route path="users" element={<UserList />} />
-        <Route path="users/:email" element={<UserDetail />} />
+        {features?.capsuleEnabled !== false && (
+          <>
+            <Route path="teams" element={<TeamList />} />
+            <Route path="teams/create" element={<TeamCreate />} />
+            <Route path="teams/:name" element={<TeamDetail />} />
+            <Route path="projects" element={<ProjectList />} />
+            <Route path="projects/create" element={<ProjectCreate />} />
+            <Route path="projects/:name" element={<ProjectDetail />} />
+            <Route path="users" element={<UserList />} />
+            <Route path="users/:email" element={<UserDetail />} />
+          </>
+        )}
         <Route path="cluster/nodes" element={<ClusterNodes />} />
         <Route path="cluster/nodes/:name" element={<NodeDetail />} />
-        <Route path="reports" element={<ReportCenter />} />
+        {features?.costEnabled !== false && (
+          <Route path="reports" element={<ReportCenter />} />
+        )}
         <Route path="audit" element={<AuditList />} />
         <Route path="settings/*" element={<Settings />} />
       </Route>
diff --git a/web-ui/src/components/NodeOnboardingModal.tsx b/web-ui/src/components/NodeOnboardingModal.tsx
new file mode 100644
index 0000000..b7c1029
--- /dev/null
+++ b/web-ui/src/components/NodeOnboardingModal.tsx
@@ -0,0 +1,183 @@
+import React, { useState } from 'react';
+import {
+  Modal,
+  Form,
+  Input,
+  InputNumber,
+  Select,
+  Alert,
+  Typography,
+} from 'antd';
+import { useMutation } from '@tanstack/react-query';
+import { startNodeOnboarding, OnboardingRequest } from '../services/api';
+
+const { TextArea } = Input;
+const { Text } = Typography;
+
+interface NodeOnboardingModalProps {
+  open: boolean;
+  onClose: () => void;
+  onStarted: (jobId: string) => void;
+}
+
+const NodeOnboardingModal: React.FC<NodeOnboardingModalProps> = ({
+  open,
+  onClose,
+  onStarted,
+}) => {
+  const [form] = Form.useForm();
+  const [authMethod, setAuthMethod] = useState<'password' | 'privateKey'>('password');
+
+  const startMutation = useMutation({
+    mutationFn: startNodeOnboarding,
+    onSuccess: (response) => {
+      form.resetFields();
+      onStarted(response.data.id);
+    },
+  });
+
+  const handleSubmit = () => {
+    form.validateFields().then(values => {
+      const request: OnboardingRequest = {
+        nodeIP: values.nodeIP,
+        sshPort: values.sshPort || 22,
+        sshUsername: values.sshUsername,
+        authMethod: values.authMethod,
+        password: values.authMethod === 'password' ? values.password : undefined,
+        privateKey: values.authMethod === 'privateKey' ? values.privateKey : undefined,
+      };
+      startMutation.mutate(request);
+    });
+  };
+
+  const handleClose = () => {
+    form.resetFields();
+    setAuthMethod('password');
+    onClose();
+  };
+
+  // IP address validation
+  const validateIP = (_: unknown, value: string) => {
+    if (!value) {
+      return Promise.reject(new Error('请输入节点 IP'));
+    }
+    // Simple IP format validation
+    const ipRegex = /^(\d{1,3}\.){3}\d{1,3}$/;
+    if (!ipRegex.test(value)) {
+      return Promise.reject(new Error('请输入有效的 IP 地址'));
+    }
+    const parts = value.split('.').map(Number);
+    if (parts.some(p => p > 255)) {
+      return Promise.reject(new Error('请输入有效的 IP 地址'));
+    }
+    return Promise.resolve();
+  };
+
+  return (
+    <Modal
+      title="添加裸金属节点"
+      open={open}
+      onOk={handleSubmit}
+      onCancel={handleClose}
+      okText="开始添加"
+      cancelText="取消"
+      confirmLoading={startMutation.isPending}
+      width={500}
+      destroyOnClose
+    >
+      <Alert
+        message="前置条件"
+        description={
+          <ul style={{ margin: 0, paddingLeft: 20 }}>
+            <li>目标节点已安装操作系统（Ubuntu/CentOS 等）</li>
+            <li>目标节点已安装 kubeadm、kubelet、kubectl</li>
+            <li>目标节点网络可达，支持 SSH 连接</li>
+          </ul>
+        }
+        type="info"
+        showIcon
+        style={{ marginBottom: 24 }}
+      />
+
+      {startMutation.isError && (
+        <Alert
+          message="启动失败"
+          description={(startMutation.error as Error).message}
+          type="error"
+          showIcon
+          style={{ marginBottom: 16 }}
+        />
+      )}
+
+      <Form
+        form={form}
+        layout="vertical"
+        initialValues={{
+          sshPort: 22,
+          sshUsername: 'root',
+          authMethod: 'password',
+        }}
+      >
+        <Form.Item
+          name="nodeIP"
+          label="节点 IP"
+          rules={[{ validator: validateIP }]}
+        >
+          <Input placeholder="如：192.168.1.100" />
+        </Form.Item>
+
+        <Form.Item
+          name="sshPort"
+          label="SSH 端口"
+          rules={[{ required: true, message: '请输入 SSH 端口' }]}
+        >
+          <InputNumber min={1} max={65535} style={{ width: 150 }} />
+        </Form.Item>
+
+        <Form.Item
+          name="sshUsername"
+          label="SSH 用户名"
+          rules={[{ required: true, message: '请输入 SSH 用户名' }]}
+        >
+          <Input placeholder="root" />
+        </Form.Item>
+
+        <Form.Item
+          name="authMethod"
+          label="认证方式"
+          rules={[{ required: true }]}
+        >
+          <Select onChange={(value) => setAuthMethod(value)}>
+            <Select.Option value="password">密码</Select.Option>
+            <Select.Option value="privateKey">私钥</Select.Option>
+          </Select>
+        </Form.Item>
+
+        {authMethod === 'password' ? (
+          <Form.Item
+            name="password"
+            label="密码"
+            rules={[{ required: true, message: '请输入密码' }]}
+          >
+            <Input.Password placeholder="SSH 登录密码" />
+          </Form.Item>
+        ) : (
+          <Form.Item
+            name="privateKey"
+            label="私钥内容"
+            rules={[{ required: true, message: '请输入私钥' }]}
+            extra={<Text type="secondary">将私钥内容粘贴到此处</Text>}
+          >
+            <TextArea
+              rows={6}
+              placeholder="-----BEGIN RSA PRIVATE KEY-----&#10;...&#10;-----END RSA PRIVATE KEY-----"
+              style={{ fontFamily: 'monospace', fontSize: 12 }}
+            />
+          </Form.Item>
+        )}
+      </Form>
+    </Modal>
+  );
+};
+
+export default NodeOnboardingModal;
diff --git a/web-ui/src/components/OnboardingProgressDrawer.tsx b/web-ui/src/components/OnboardingProgressDrawer.tsx
new file mode 100644
index 0000000..e3e405d
--- /dev/null
+++ b/web-ui/src/components/OnboardingProgressDrawer.tsx
@@ -0,0 +1,295 @@
+import React, { useEffect } from 'react';
+import {
+  Drawer,
+  Steps,
+  Typography,
+  Space,
+  Tag,
+  Alert,
+  Button,
+  Spin,
+  Descriptions,
+} from 'antd';
+import {
+  CheckCircleOutlined,
+  CloseCircleOutlined,
+  LoadingOutlined,
+  ClockCircleOutlined,
+  MinusCircleOutlined,
+} from '@ant-design/icons';
+import { useQuery, useMutation, useQueryClient } from '@tanstack/react-query';
+import {
+  getOnboardingJob,
+  cancelOnboardingJob,
+  OnboardingJobStatus,
+  SubStep,
+  SubStepStatus,
+} from '../services/api';
+
+const { Text, Paragraph } = Typography;
+
+interface OnboardingProgressDrawerProps {
+  jobId: string | null;
+  open: boolean;
+  onClose: () => void;
+}
+
+const stepTitles = [
+  '连接测试',
+  '平台检测',
+  '环境检查',
+  'Pre-join 脚本',
+  '获取 Join Token',
+  '执行 kubeadm join',
+  'Post-join 脚本',
+  '等待节点就绪',
+  '启用节点',
+];
+
+const getStepStatus = (currentStep: number, stepIndex: number, jobStatus: OnboardingJobStatus) => {
+  if (jobStatus === 'failed' && currentStep === stepIndex + 1) {
+    return 'error';
+  }
+  if (currentStep > stepIndex + 1) {
+    return 'finish';
+  }
+  if (currentStep === stepIndex + 1) {
+    return 'process';
+  }
+  return 'wait';
+};
+
+const getSubStepIcon = (status: SubStepStatus) => {
+  switch (status) {
+    case 'success':
+      return <CheckCircleOutlined style={{ color: '#52c41a' }} />;
+    case 'failed':
+      return <CloseCircleOutlined style={{ color: '#ff4d4f' }} />;
+    case 'running':
+      return <LoadingOutlined style={{ color: '#1890ff' }} />;
+    case 'skipped':
+      return <MinusCircleOutlined style={{ color: '#d9d9d9' }} />;
+    default:
+      return <ClockCircleOutlined style={{ color: '#d9d9d9' }} />;
+  }
+};
+
+const SubStepList: React.FC<{ subSteps: SubStep[] }> = ({ subSteps }) => {
+  if (!subSteps || subSteps.length === 0) return null;
+
+  return (
+    <div style={{ marginTop: 8, marginLeft: 24 }}>
+      {subSteps.map((subStep, index) => (
+        <div key={index} style={{ marginBottom: 4 }}>
+          <Space>
+            {getSubStepIcon(subStep.status)}
+            <Text type={subStep.status === 'failed' ? 'danger' : undefined}>
+              {subStep.name}
+            </Text>
+          </Space>
+          {subStep.error && (
+            <div style={{ marginLeft: 22, marginTop: 4 }}>
+              <Text type="danger" style={{ fontSize: 12 }}>
+                {subStep.error}
+              </Text>
+            </div>
+          )}
+        </div>
+      ))}
+    </div>
+  );
+};
+
+const OnboardingProgressDrawer: React.FC<OnboardingProgressDrawerProps> = ({
+  jobId,
+  open,
+  onClose,
+}) => {
+  const queryClient = useQueryClient();
+
+  const { data: job, isLoading } = useQuery({
+    queryKey: ['onboardingJob', jobId],
+    queryFn: () => getOnboardingJob(jobId!).then(res => res.data),
+    enabled: !!jobId && open,
+    refetchInterval: (query) => {
+      // Stop polling when job is completed
+      const data = query.state.data;
+      if (data && ['success', 'failed', 'cancelled'].includes(data.status)) {
+        return false;
+      }
+      return 2000; // Poll every 2 seconds
+    },
+  });
+
+  const cancelMutation = useMutation({
+    mutationFn: cancelOnboardingJob,
+    onSuccess: () => {
+      queryClient.invalidateQueries({ queryKey: ['onboardingJob', jobId] });
+    },
+  });
+
+  useEffect(() => {
+    if (!open) {
+      // Refresh nodes list when drawer closes
+      queryClient.invalidateQueries({ queryKey: ['managedNodes'] });
+    }
+  }, [open, queryClient]);
+
+  const handleCancel = () => {
+    if (jobId) {
+      cancelMutation.mutate(jobId);
+    }
+  };
+
+  const isRunning = job?.status === 'pending' || job?.status === 'running';
+  const isSuccess = job?.status === 'success';
+  const isFailed = job?.status === 'failed';
+  const isCancelled = job?.status === 'cancelled';
+
+  const getStatusTag = () => {
+    if (!job) return null;
+    switch (job.status) {
+      case 'pending':
+        return <Tag color="default">等待中</Tag>;
+      case 'running':
+        return <Tag color="processing">执行中</Tag>;
+      case 'success':
+        return <Tag color="success">成功</Tag>;
+      case 'failed':
+        return <Tag color="error">失败</Tag>;
+      case 'cancelled':
+        return <Tag color="warning">已取消</Tag>;
+      default:
+        return null;
+    }
+  };
+
+  // Build step items with sub-steps
+  const getStepItems = () => {
+    if (!job) return stepTitles.map(title => ({ title }));
+
+    return stepTitles.map((title, index) => {
+      const stepNumber = index + 1;
+      const status = getStepStatus(job.currentStep, index, job.status);
+
+      // Show sub-steps for script execution steps (4 and 7)
+      let description = null;
+      if ((stepNumber === 4 || stepNumber === 7) && job.currentStep === stepNumber && job.subSteps) {
+        description = <SubStepList subSteps={job.subSteps} />;
+      }
+
+      return {
+        title,
+        status,
+        description,
+      };
+    });
+  };
+
+  return (
+    <Drawer
+      title="节点添加进度"
+      placement="right"
+      width={450}
+      open={open}
+      onClose={onClose}
+      extra={getStatusTag()}
+    >
+      {isLoading ? (
+        <div style={{ textAlign: 'center', padding: 50 }}>
+          <Spin size="large" />
+        </div>
+      ) : job ? (
+        <div>
+          <Descriptions column={1} size="small" style={{ marginBottom: 24 }}>
+            <Descriptions.Item label="节点 IP">{job.nodeIP}</Descriptions.Item>
+            {job.nodeName && (
+              <Descriptions.Item label="节点名称">{job.nodeName}</Descriptions.Item>
+            )}
+            {job.platform.os && (
+              <Descriptions.Item label="平台">
+                <Space>
+                  <Tag color="blue">{job.platform.os} {job.platform.version}</Tag>
+                  <Tag color="green">{job.platform.arch}</Tag>
+                </Space>
+              </Descriptions.Item>
+            )}
+          </Descriptions>
+
+          <Steps
+            direction="vertical"
+            size="small"
+            current={job.currentStep - 1}
+            items={getStepItems()}
+          />
+
+          {job.stepMessage && (
+            <Alert
+              message="当前状态"
+              description={job.stepMessage}
+              type="info"
+              showIcon
+              style={{ marginTop: 24 }}
+            />
+          )}
+
+          {isFailed && job.errorMessage && (
+            <Alert
+              message="错误信息"
+              description={job.errorMessage}
+              type="error"
+              showIcon
+              style={{ marginTop: 16 }}
+            />
+          )}
+
+          {isSuccess && (
+            <Alert
+              message="节点添加成功"
+              description={
+                <Paragraph style={{ marginBottom: 0 }}>
+                  节点 <Text strong>{job.nodeName}</Text> 已成功加入集群并启用。
+                </Paragraph>
+              }
+              type="success"
+              showIcon
+              style={{ marginTop: 16 }}
+            />
+          )}
+
+          {isCancelled && (
+            <Alert
+              message="操作已取消"
+              type="warning"
+              showIcon
+              style={{ marginTop: 16 }}
+            />
+          )}
+
+          <div style={{ marginTop: 24 }}>
+            {isRunning && (
+              <Button
+                danger
+                onClick={handleCancel}
+                loading={cancelMutation.isPending}
+              >
+                取消操作
+              </Button>
+            )}
+            {!isRunning && (
+              <Button onClick={onClose}>
+                关闭
+              </Button>
+            )}
+          </div>
+        </div>
+      ) : (
+        <div style={{ textAlign: 'center', padding: 50 }}>
+          <Text type="secondary">无法加载任务信息</Text>
+        </div>
+      )}
+    </Drawer>
+  );
+};
+
+export default OnboardingProgressDrawer;
diff --git a/web-ui/src/layouts/BasicLayout.tsx b/web-ui/src/layouts/BasicLayout.tsx
index 7f75b28..d7ec816 100644
--- a/web-ui/src/layouts/BasicLayout.tsx
+++ b/web-ui/src/layouts/BasicLayout.tsx
@@ -16,6 +16,7 @@ import {
 } from '@ant-design/icons';
 import { useAuth } from '../contexts/AuthContext';
 import { useTheme } from '../contexts/ThemeContext';
+import { useFeatures } from '../hooks/useFeatures';
 import './BasicLayout.css';
 
 const { Header, Sider, Content } = Layout;
@@ -26,6 +27,7 @@ const BasicLayout: React.FC = () => {
   const location = useLocation();
   const { logout, username, authEnabled } = useAuth();
   const { theme, toggleTheme, isDark } = useTheme();
+  const { data: features } = useFeatures();
 
   const handleLogout = () => {
     logout();
@@ -52,26 +54,30 @@ const BasicLayout: React.FC = () => {
       icon: <ClusterOutlined />,
       label: '集群节点',
     },
-    {
-      key: '/teams',
-      icon: <ApartmentOutlined />,
-      label: '团队管理',
-    },
-    {
-      key: '/projects',
-      icon: <ProjectOutlined />,
-      label: '项目管理',
-    },
-    {
-      key: '/users',
-      icon: <UserOutlined />,
-      label: '用户管理',
-    },
-    {
-      key: '/reports',
-      icon: <BarChartOutlined />,
-      label: '报表中心',
-    },
+    ...(features?.capsuleEnabled !== false ? [
+      {
+        key: '/teams',
+        icon: <ApartmentOutlined />,
+        label: '团队管理',
+      },
+      {
+        key: '/projects',
+        icon: <ProjectOutlined />,
+        label: '项目管理',
+      },
+      {
+        key: '/users',
+        icon: <UserOutlined />,
+        label: '用户管理',
+      },
+    ] : []),
+    ...(features?.costEnabled !== false ? [
+      {
+        key: '/reports',
+        icon: <BarChartOutlined />,
+        label: '报表中心',
+      },
+    ] : []),
     {
       key: '/audit',
       icon: <AuditOutlined />,
@@ -116,7 +122,11 @@ const BasicLayout: React.FC = () => {
           className="app-menu"
         />
         <div className="sider-footer">
-          <Text className="version-text">v3.0.0 (Capsule + OpenCost)</Text>
+          <Text className="version-text">v3.0.0{features ? ` (${[
+            features.capsuleEnabled && 'Capsule',
+            features.costEnabled && 'OpenCost',
+            features.prometheusEnabled && 'Prometheus',
+          ].filter(Boolean).join(' + ') || '基础模式'})` : ''}</Text>
         </div>
       </Sider>
       <Layout className="main-layout">
diff --git a/web-ui/src/pages/Cluster/ClusterNodes.tsx b/web-ui/src/pages/Cluster/ClusterNodes.tsx
index bdb2064..5776950 100644
--- a/web-ui/src/pages/Cluster/ClusterNodes.tsx
+++ b/web-ui/src/pages/Cluster/ClusterNodes.tsx
@@ -1,6 +1,7 @@
 import {
   CheckCircleOutlined,
   LockOutlined,
+  PlusOutlined,
   QuestionCircleOutlined,
   StopOutlined,
   TeamOutlined,
@@ -22,6 +23,8 @@ import {
 } from 'antd';
 import React, { useMemo, useState } from 'react';
 import { Link } from 'react-router-dom';
+import NodeOnboardingModal from '../../components/NodeOnboardingModal';
+import OnboardingProgressDrawer from '../../components/OnboardingProgressDrawer';
 import {
   NodeInfo, NodeStatus,
   ResourceDefinition,
@@ -60,6 +63,11 @@ const ClusterNodes: React.FC = () => {
   const [selectedNode, setSelectedNode] = useState<string | null>(null);
   const [selectedTeam, setSelectedTeam] = useState<string | null>(null);
 
+  // Node onboarding states
+  const [onboardingModalVisible, setOnboardingModalVisible] = useState(false);
+  const [onboardingDrawerVisible, setOnboardingDrawerVisible] = useState(false);
+  const [currentJobId, setCurrentJobId] = useState<string | null>(null);
+
   // Fetch nodes
   const { data: nodes, isLoading } = useQuery({
     queryKey: ['managedNodes'],
@@ -157,6 +165,13 @@ const ClusterNodes: React.FC = () => {
     setAssignModalVisible(true);
   };
 
+  // Handle onboarding started
+  const handleOnboardingStarted = (jobId: string) => {
+    setCurrentJobId(jobId);
+    setOnboardingModalVisible(false);
+    setOnboardingDrawerVisible(true);
+  };
+
   const handleAssignConfirm = () => {
     if (selectedNode && selectedTeam) {
       assignMutation.mutate({ nodeName: selectedNode, teamName: selectedTeam });
@@ -455,8 +470,17 @@ const ClusterNodes: React.FC = () => {
   return (
     <div>
       <div style={{ marginBottom: 16 }}>
-        <h2 style={{ margin: 0, marginBottom: 16 }}>节点管理</h2>
-        
+        <div style={{ display: 'flex', justifyContent: 'space-between', alignItems: 'center', marginBottom: 16 }}>
+          <h2 style={{ margin: 0 }}>节点管理</h2>
+          <Button
+            type="primary"
+            icon={<PlusOutlined />}
+            onClick={() => setOnboardingModalVisible(true)}
+          >
+            添加节点
+          </Button>
+        </div>
+
         {/* Status summary */}
         <Space style={{ marginBottom: 16 }}>
           <Tag>共 {nodes?.length || 0} 个节点</Tag>
@@ -539,6 +563,20 @@ const ClusterNodes: React.FC = () => {
           <QuestionCircleOutlined /> 只有独占模式的团队可以被分配节点
         </Text>
       </Modal>
+
+      {/* Node Onboarding Modal */}
+      <NodeOnboardingModal
+        open={onboardingModalVisible}
+        onClose={() => setOnboardingModalVisible(false)}
+        onStarted={handleOnboardingStarted}
+      />
+
+      {/* Onboarding Progress Drawer */}
+      <OnboardingProgressDrawer
+        jobId={currentJobId}
+        open={onboardingDrawerVisible}
+        onClose={() => setOnboardingDrawerVisible(false)}
+      />
     </div>
   );
 };
diff --git a/web-ui/src/pages/Cluster/NodeDetail.tsx b/web-ui/src/pages/Cluster/NodeDetail.tsx
index c5145b5..1a1ae57 100644
--- a/web-ui/src/pages/Cluster/NodeDetail.tsx
+++ b/web-ui/src/pages/Cluster/NodeDetail.tsx
@@ -20,6 +20,8 @@ import {
   Popconfirm,
   Alert,
   Empty,
+  Divider,
+  Typography,
 } from 'antd';
 import {
   ArrowLeftOutlined,
@@ -40,12 +42,132 @@ import {
   getEnabledResourceConfigs,
   NodeTaint,
   ResourceDefinition,
+  PrometheusMetric,
 } from '../../services/api';
+import { useFeatures } from '../../hooks/useFeatures';
+
+// Format bytes per second to human-readable string
+const formatBytesPerSec = (value: number): string => {
+  if (value >= 1e9) return (value / 1e9).toFixed(2) + ' GB/s';
+  if (value >= 1e6) return (value / 1e6).toFixed(2) + ' MB/s';
+  if (value >= 1e3) return (value / 1e3).toFixed(1) + ' KB/s';
+  return value.toFixed(0) + ' B/s';
+};
+
+// Shared X-axis time formatter
+const timeAxisLabel = {
+  formatter: (value: number) => {
+    const date = new Date(value);
+    return `${date.getHours()}:${String(date.getMinutes()).padStart(2, '0')}`;
+  },
+};
+
+// Build ECharts option for percentage metrics (0-100%)
+const buildPercentChartOption = (data?: PrometheusMetric[], color = '#1890ff') => ({
+  tooltip: { trigger: 'axis' as const },
+  xAxis: { type: 'time' as const, axisLabel: timeAxisLabel },
+  yAxis: { type: 'value' as const, min: 0, max: 100, axisLabel: { formatter: '{value}%' } },
+  series: [{
+    data: data?.map((m) => [m.timestamp * 1000, Number(m.value.toFixed(2))]) || [],
+    type: 'line' as const,
+    smooth: true,
+    areaStyle: { opacity: 0.3 },
+    itemStyle: { color },
+    showSymbol: false,
+  }],
+});
+
+// Build ECharts option for bandwidth metrics (auto-scale, bytes/sec)
+const buildBandwidthChartOption = (data?: PrometheusMetric[], color = '#722ed1') => ({
+  tooltip: {
+    trigger: 'axis' as const,
+    formatter: (params: { value: [number, number] }[]) => {
+      if (!params?.length) return '';
+      const p = params[0];
+      const date = new Date(p.value[0]);
+      const time = `${date.getHours()}:${String(date.getMinutes()).padStart(2, '0')}`;
+      return `${time}<br/>${formatBytesPerSec(p.value[1])}`;
+    },
+  },
+  xAxis: { type: 'time' as const, axisLabel: timeAxisLabel },
+  yAxis: {
+    type: 'value' as const,
+    min: 0,
+    axisLabel: { formatter: (v: number) => formatBytesPerSec(v) },
+  },
+  series: [{
+    data: data?.map((m) => [m.timestamp * 1000, m.value]) || [],
+    type: 'line' as const,
+    smooth: true,
+    areaStyle: { opacity: 0.3 },
+    itemStyle: { color },
+    showSymbol: false,
+  }],
+});
+
+// Build ECharts option for auto-scale metrics (e.g., temperature)
+const buildAutoScaleChartOption = (data?: PrometheusMetric[], color = '#fa8c16', yFormatter?: (v: number) => string) => ({
+  tooltip: { trigger: 'axis' as const },
+  xAxis: { type: 'time' as const, axisLabel: timeAxisLabel },
+  yAxis: {
+    type: 'value' as const,
+    min: 0,
+    axisLabel: yFormatter ? { formatter: (v: number) => yFormatter(v) } : undefined,
+  },
+  series: [{
+    data: data?.map((m) => [m.timestamp * 1000, Number(m.value.toFixed(1))]) || [],
+    type: 'line' as const,
+    smooth: true,
+    areaStyle: { opacity: 0.3 },
+    itemStyle: { color },
+    showSymbol: false,
+  }],
+});
+
+// Build ECharts option for GPU with average + per-device breakdown
+const buildGpuChartOption = (
+  avgData?: PrometheusMetric[],
+  perDevice?: { labels: Record<string, string>; metrics: PrometheusMetric[] }[],
+  color = '#f5222d',
+) => {
+  const gpuColors = ['#f5222d', '#fa541c', '#fa8c16', '#fadb14', '#a0d911', '#52c41a', '#13c2c2', '#1890ff'];
+  const series: object[] = [
+    {
+      name: '平均值',
+      data: avgData?.map((m) => [m.timestamp * 1000, Number(m.value.toFixed(2))]) || [],
+      type: 'line',
+      smooth: true,
+      lineStyle: { width: 2 },
+      areaStyle: { opacity: 0.2 },
+      itemStyle: { color },
+      showSymbol: false,
+    },
+    ...(perDevice || []).map((s, i) => ({
+      name: `GPU ${s.labels?.gpu ?? s.labels?.GPU_I_ID ?? i}`,
+      data: s.metrics?.map((m) => [m.timestamp * 1000, Number(m.value.toFixed(2))]) || [],
+      type: 'line',
+      smooth: true,
+      lineStyle: { width: 1, type: 'dashed' },
+      itemStyle: { color: gpuColors[i % gpuColors.length] },
+      showSymbol: false,
+    })),
+  ];
+
+  return {
+    tooltip: { trigger: 'axis' as const },
+    legend: { show: (perDevice?.length ?? 0) > 0, bottom: 0, type: 'scroll' as const },
+    xAxis: { type: 'time' as const, axisLabel: timeAxisLabel },
+    yAxis: { type: 'value' as const, min: 0, max: 100, axisLabel: { formatter: '{value}%' } },
+    grid: { bottom: (perDevice?.length ?? 0) > 0 ? 40 : 10 },
+    series,
+  };
+};
 
 const NodeDetail: React.FC = () => {
   const { name } = useParams<{ name: string }>();
   const navigate = useNavigate();
   const queryClient = useQueryClient();
+  const { data: features } = useFeatures();
   const [labelsModalOpen, setLabelsModalOpen] = useState(false);
   const [taintsModalOpen, setTaintsModalOpen] = useState(false);
   const [labelsForm] = Form.useForm();
@@ -86,13 +208,17 @@ const NodeDetail: React.FC = () => {
     staleTime: 5 * 60 * 1000,
   });
 
+  // Detect node accelerator type from resources
+  const hasGpu = node?.resources?.some(r => r.name.includes('nvidia.com/gpu') && r.capacity > 0) ?? false;
+  const hasNpu = node?.resources?.some(r => r.name.includes('huawei.com/Ascend') && r.capacity > 0) ?? false;
+
   const { data: metrics, isLoading: metricsLoading } = useQuery({
-    queryKey: ['nodeMetrics', name],
+    queryKey: ['nodeMetrics', name, hasGpu, hasNpu],
     queryFn: async () => {
-      const { data } = await getNodeMetrics(name!, 24);
+      const { data } = await getNodeMetrics(name!, { hours: 24, hasGpu, hasNpu });
       return data;
     },
-    enabled: !!name && !!settings?.prometheusUrl,
+    enabled: !!name && !!settings?.prometheusUrl && features?.prometheusEnabled !== false,
   });
 
   const updateLabelsMutation = useMutation({
@@ -441,10 +567,10 @@ const NodeDetail: React.FC = () => {
       ),
       children: (
         <Card>
-          {!settings?.prometheusUrl ? (
+          {features?.prometheusEnabled === false || !settings?.prometheusUrl ? (
             <Alert
-              message="未配置 Prometheus"
-              description="请前往系统设置配置 Prometheus 地址以启用监控功能。"
+              message="Prometheus 未启用"
+              description={features?.prometheusEnabled === false ? "Prometheus 组件未启用，请在 Helm values 中启用 Prometheus 集成。" : "请前往系统设置配置 Prometheus 地址以启用监控功能。"}
               type="warning"
               showIcon
             />
@@ -456,63 +582,104 @@ const NodeDetail: React.FC = () => {
             <Empty description="暂无监控数据" />
           ) : (
             <Row gutter={[16, 16]}>
-              <Col span={24}>
+              {/* CPU & Memory */}
+              <Col xs={24} lg={12}>
                 <Card size="small" title="CPU 使用率 (%)">
-                  <ReactECharts
-                    option={{
-                      tooltip: { trigger: 'axis' },
-                      xAxis: {
-                        type: 'time',
-                        axisLabel: {
-                          formatter: (value: number) => {
-                            const date = new Date(value * 1000);
-                            return `${date.getHours()}:${String(date.getMinutes()).padStart(2, '0')}`;
-                          },
-                        },
-                      },
-                      yAxis: { type: 'value', min: 0, max: 100 },
-                      series: [
-                        {
-                          data: metrics?.cpuUsage?.map((m) => [m.timestamp * 1000, m.value.toFixed(2)]) || [],
-                          type: 'line',
-                          smooth: true,
-                          areaStyle: { opacity: 0.3 },
-                        },
-                      ],
-                    }}
-                    style={{ height: 250 }}
-                  />
+                  <ReactECharts option={buildPercentChartOption(metrics?.cpuUsage, '#1890ff')} style={{ height: 220 }} />
                 </Card>
               </Col>
-              <Col span={24}>
+              <Col xs={24} lg={12}>
                 <Card size="small" title="内存使用率 (%)">
-                  <ReactECharts
-                    option={{
-                      tooltip: { trigger: 'axis' },
-                      xAxis: {
-                        type: 'time',
-                        axisLabel: {
-                          formatter: (value: number) => {
-                            const date = new Date(value * 1000);
-                            return `${date.getHours()}:${String(date.getMinutes()).padStart(2, '0')}`;
-                          },
-                        },
-                      },
-                      yAxis: { type: 'value', min: 0, max: 100 },
-                      series: [
-                        {
-                          data: metrics?.memoryUsage?.map((m) => [m.timestamp * 1000, m.value.toFixed(2)]) || [],
-                          type: 'line',
-                          smooth: true,
-                          areaStyle: { opacity: 0.3 },
-                          itemStyle: { color: '#52c41a' },
-                        },
-                      ],
-                    }}
-                    style={{ height: 250 }}
-                  />
+                  <ReactECharts option={buildPercentChartOption(metrics?.memoryUsage, '#52c41a')} style={{ height: 220 }} />
+                </Card>
+              </Col>
+
+              {/* Network IO */}
+              <Col span={24}><Divider plain><Typography.Text type="secondary">网络 IO</Typography.Text></Divider></Col>
+              <Col xs={24} lg={12}>
+                <Card size="small" title="以太网接收带宽">
+                  {metrics?.networkReceive?.length ? (
+                    <ReactECharts option={buildBandwidthChartOption(metrics.networkReceive, '#722ed1')} style={{ height: 220 }} />
+                  ) : (
+                    <Empty description="暂无数据" image={Empty.PRESENTED_IMAGE_SIMPLE} />
+                  )}
+                </Card>
+              </Col>
+              <Col xs={24} lg={12}>
+                <Card size="small" title="以太网发送带宽">
+                  {metrics?.networkTransmit?.length ? (
+                    <ReactECharts option={buildBandwidthChartOption(metrics.networkTransmit, '#eb2f96')} style={{ height: 220 }} />
+                  ) : (
+                    <Empty description="暂无数据" image={Empty.PRESENTED_IMAGE_SIMPLE} />
+                  )}
                 </Card>
               </Col>
+
+              {/* RDMA IO - only show if data exists */}
+              {(metrics?.rdmaReceive?.length || metrics?.rdmaTransmit?.length) ? (
+                <>
+                  <Col span={24}><Divider plain><Typography.Text type="secondary">RDMA IO (InfiniBand)</Typography.Text></Divider></Col>
+                  <Col xs={24} lg={12}>
+                    <Card size="small" title="RDMA 接收带宽">
+                      {metrics?.rdmaReceive?.length ? (
+                        <ReactECharts option={buildBandwidthChartOption(metrics.rdmaReceive, '#13c2c2')} style={{ height: 220 }} />
+                      ) : (
+                        <Empty description="暂无数据" image={Empty.PRESENTED_IMAGE_SIMPLE} />
+                      )}
+                    </Card>
+                  </Col>
+                  <Col xs={24} lg={12}>
+                    <Card size="small" title="RDMA 发送带宽">
+                      {metrics?.rdmaTransmit?.length ? (
+                        <ReactECharts option={buildBandwidthChartOption(metrics.rdmaTransmit, '#faad14')} style={{ height: 220 }} />
+                      ) : (
+                        <Empty description="暂无数据" image={Empty.PRESENTED_IMAGE_SIMPLE} />
+                      )}
+                    </Card>
+                  </Col>
+                </>
+              ) : null}
+
+              {/* GPU Metrics (DCGM) - only for GPU nodes */}
+              {hasGpu && (metrics?.gpuUtilization?.length || metrics?.gpuMemoryUtil?.length) ? (
+                <>
+                  <Col span={24}><Divider plain><Typography.Text type="secondary">GPU 监控 (NVIDIA DCGM)</Typography.Text></Divider></Col>
+                  <Col xs={24} lg={12}>
+                    <Card size="small" title="GPU SM 利用率 (%)">
+                      <ReactECharts option={buildGpuChartOption(metrics?.gpuUtilization, metrics?.gpuPerDevice, '#f5222d')} style={{ height: 250 }} />
+                    </Card>
+                  </Col>
+                  <Col xs={24} lg={12}>
+                    <Card size="small" title="GPU 显存利用率 (%)">
+                      <ReactECharts option={buildPercentChartOption(metrics?.gpuMemoryUtil, '#fa541c')} style={{ height: 250 }} />
+                    </Card>
+                  </Col>
+                </>
+              ) : null}
+
+              {/* NPU Metrics (Ascend) - only for NPU nodes */}
+              {hasNpu && (metrics?.npuUtilization?.length || metrics?.npuMemoryUtil?.length) ? (
+                <>
+                  <Col span={24}><Divider plain><Typography.Text type="secondary">NPU 监控 (Huawei Ascend)</Typography.Text></Divider></Col>
+                  <Col xs={24} lg={12}>
+                    <Card size="small" title="NPU AI Core 利用率 (%)">
+                      <ReactECharts option={buildPercentChartOption(metrics?.npuUtilization, '#2f54eb')} style={{ height: 220 }} />
+                    </Card>
+                  </Col>
+                  <Col xs={24} lg={12}>
+                    <Card size="small" title="NPU HBM 使用率 (%)">
+                      <ReactECharts option={buildPercentChartOption(metrics?.npuMemoryUtil, '#a0d911')} style={{ height: 220 }} />
+                    </Card>
+                  </Col>
+                  {metrics?.npuTemperature?.length ? (
+                    <Col xs={24} lg={12}>
+                      <Card size="small" title="NPU 温度 (\u00B0C)">
+                        <ReactECharts option={buildAutoScaleChartOption(metrics.npuTemperature, '#fa8c16', (v) => `${v.toFixed(0)}\u00B0C`)} style={{ height: 220 }} />
+                      </Card>
+                    </Col>
+                  ) : null}
+                </>
+              ) : null}
             </Row>
           )}
         </Card>
diff --git a/web-ui/src/pages/Dashboard/index.tsx b/web-ui/src/pages/Dashboard/index.tsx
index 1b1951a..4c3fbf2 100644
--- a/web-ui/src/pages/Dashboard/index.tsx
+++ b/web-ui/src/pages/Dashboard/index.tsx
@@ -25,6 +25,7 @@ import {
   CostTrendPoint,
   TopConsumer
 } from '../../services/api';
+import { useFeatures } from '../../hooks/useFeatures';
 
 const { Title, Text } = Typography;
 
@@ -127,6 +128,7 @@ const SimpleLineChart: React.FC<{ data: CostTrendPoint[]; height?: number }> = (
 
 const Dashboard: React.FC = () => {
   const navigate = useNavigate();
+  const { data: features } = useFeatures();
 
   const { data: overview, isLoading: overviewLoading } = useQuery({
     queryKey: ['overview'],
@@ -138,12 +140,14 @@ const Dashboard: React.FC = () => {
     queryKey: ['teamUsage', '7d'],
     queryFn: () => getTeamUsage('7d').then(res => res.data),
     refetchInterval: 60000,
+    enabled: features?.capsuleEnabled !== false && (overview?.costEnabled ?? false),
   });
 
   const { data: projectUsage, isLoading: projectUsageLoading } = useQuery({
     queryKey: ['projectUsage', '7d'],
     queryFn: () => getProjectsUsageReport('7d').then(res => res.data),
     refetchInterval: 60000,
+    enabled: features?.capsuleEnabled !== false && (overview?.costEnabled ?? false),
   });
 
   // Fetch resource configs for display names and units
@@ -158,6 +162,7 @@ const Dashboard: React.FC = () => {
     queryKey: ['quotaAlerts', 80],
     queryFn: () => getQuotaAlerts(80).then(res => res.data.items),
     refetchInterval: 60000,
+    enabled: features?.capsuleEnabled !== false,
   });
 
   // Fetch cost trend
@@ -318,8 +323,8 @@ const Dashboard: React.FC = () => {
       {/* Summary Cards */}
       <Row gutter={[16, 16]}>
         <Col xs={24} sm={12} lg={6}>
-          <Card 
-            hoverable 
+          <Card
+            hoverable
             onClick={() => navigate('/cluster/nodes')}
             className="glass-card"
           >
@@ -331,44 +336,50 @@ const Dashboard: React.FC = () => {
             />
           </Card>
         </Col>
-        <Col xs={24} sm={12} lg={6}>
-          <Card 
-            hoverable 
-            onClick={() => navigate('/teams')}
-            className="glass-card"
-          >
-            <Statistic
-              title="团队数量"
-              value={overview?.totalTeams || 0}
-              prefix={<TeamOutlined />}
-              suffix="个"
-            />
-          </Card>
-        </Col>
-        <Col xs={24} sm={12} lg={6}>
-          <Card 
-            hoverable 
-            onClick={() => navigate('/projects')}
-            className="glass-card"
-          >
-            <Statistic
-              title="项目数量"
-              value={overview?.totalProjects || 0}
-              prefix={<ProjectOutlined />}
-              suffix="个"
-            />
-          </Card>
-        </Col>
-        <Col xs={24} sm={12} lg={6}>
-          <Card className="glass-card">
-            <Statistic
-              title="费用统计"
-              value={overview?.costEnabled ? '已启用' : '未启用'}
-              prefix={<DollarOutlined />}
-              valueStyle={{ color: overview?.costEnabled ? '#52c41a' : '#999' }}
-            />
-          </Card>
-        </Col>
+        {features?.capsuleEnabled !== false && (
+          <>
+            <Col xs={24} sm={12} lg={6}>
+              <Card
+                hoverable
+                onClick={() => navigate('/teams')}
+                className="glass-card"
+              >
+                <Statistic
+                  title="团队数量"
+                  value={overview?.totalTeams || 0}
+                  prefix={<TeamOutlined />}
+                  suffix="个"
+                />
+              </Card>
+            </Col>
+            <Col xs={24} sm={12} lg={6}>
+              <Card
+                hoverable
+                onClick={() => navigate('/projects')}
+                className="glass-card"
+              >
+                <Statistic
+                  title="项目数量"
+                  value={overview?.totalProjects || 0}
+                  prefix={<ProjectOutlined />}
+                  suffix="个"
+                />
+              </Card>
+            </Col>
+          </>
+        )}
+        {features?.costEnabled !== false && (
+          <Col xs={24} sm={12} lg={6}>
+            <Card className="glass-card">
+              <Statistic
+                title="费用统计"
+                value={overview?.costEnabled ? '已启用' : '未启用'}
+                prefix={<DollarOutlined />}
+                valueStyle={{ color: overview?.costEnabled ? '#52c41a' : '#999' }}
+              />
+            </Card>
+          </Col>
+        )}
       </Row>
 
       {/* Node Status and Quota Alerts */}
@@ -522,8 +533,8 @@ const Dashboard: React.FC = () => {
         </Col>
       </Row>
 
-      {/* Team Usage (if cost enabled) */}
-      {overview?.costEnabled && (
+      {/* Team Usage (if cost and capsule enabled) */}
+      {overview?.costEnabled && features?.capsuleEnabled !== false && (
         <Row gutter={[16, 16]} style={{ marginTop: 16 }}>
           <Col xs={24} lg={12}>
             <Card 
diff --git a/web-ui/src/pages/Settings/ConfigTransfer.tsx b/web-ui/src/pages/Settings/ConfigTransfer.tsx
new file mode 100644
index 0000000..59ecbf9
--- /dev/null
+++ b/web-ui/src/pages/Settings/ConfigTransfer.tsx
@@ -0,0 +1,484 @@
+import React, { useState } from 'react';
+import {
+  Card,
+  Row,
+  Col,
+  Checkbox,
+  Switch,
+  Button,
+  Upload,
+  Alert,
+  Collapse,
+  Tag,
+  Table,
+  Modal,
+  message,
+  Typography,
+  Space,
+  Spin,
+  Descriptions,
+} from 'antd';
+import {
+  DownloadOutlined,
+  UploadOutlined,
+  InboxOutlined,
+  CheckCircleOutlined,
+  CloseCircleOutlined,
+  WarningOutlined,
+  ExclamationCircleOutlined,
+} from '@ant-design/icons';
+import { useQueryClient } from '@tanstack/react-query';
+import {
+  exportConfig,
+  previewImport,
+  applyImport,
+  ExportConfigData,
+  ImportPreviewResult,
+  SectionPreview,
+} from '../../services/api';
+
+const { Text, Paragraph } = Typography;
+const { Dragger } = Upload;
+
+const SECTION_LABELS: Record<string, string> = {
+  billing: '计费配置',
+  alerts: '告警配置',
+  resources: '资源配置',
+  controlPlane: '控制面配置',
+  initScripts: '节点初始化脚本',
+};
+
+const ALL_SECTIONS = Object.keys(SECTION_LABELS);
+
+const ConfigTransfer: React.FC = () => {
+  const queryClient = useQueryClient();
+
+  // Export state
+  const [exportSections, setExportSections] = useState<string[]>(ALL_SECTIONS);
+  const [includeSensitive, setIncludeSensitive] = useState(false);
+  const [exporting, setExporting] = useState(false);
+
+  // Import state
+  const [importedConfig, setImportedConfig] = useState<ExportConfigData | null>(null);
+  const [previewResult, setPreviewResult] = useState<ImportPreviewResult | null>(null);
+  const [importSections, setImportSections] = useState<string[]>([]);
+  const [previewing, setPreviewing] = useState(false);
+  const [applying, setApplying] = useState(false);
+  const [fileName, setFileName] = useState('');
+
+  const handleExport = async () => {
+    setExporting(true);
+    try {
+      const response = await exportConfig({
+        sections: exportSections.join(','),
+        includeSensitive,
+      });
+      const blob = new Blob([response.data], { type: 'application/json' });
+      const url = URL.createObjectURL(blob);
+      const a = document.createElement('a');
+      a.href = url;
+      const now = new Date();
+      const ts = now.toISOString().replace(/[-:T]/g, '').slice(0, 15);
+      a.download = `bison-config-${ts}.json`;
+      a.click();
+      URL.revokeObjectURL(url);
+      message.success('配置导出成功');
+    } catch {
+      message.error('配置导出失败');
+    } finally {
+      setExporting(false);
+    }
+  };
+
+  const handleFileUpload = async (file: File) => {
+    setFileName(file.name);
+    setPreviewing(true);
+    setPreviewResult(null);
+    setImportedConfig(null);
+    setImportSections([]);
+
+    try {
+      const text = await file.text();
+      const config: ExportConfigData = JSON.parse(text);
+
+      if (!config.version || !config.sections) {
+        message.error('无效的配置文件：缺少 version 或 sections 字段');
+        setPreviewing(false);
+        return;
+      }
+
+      setImportedConfig(config);
+
+      const response = await previewImport(config);
+      const result = response.data;
+      setPreviewResult(result);
+
+      // Auto-select valid sections
+      const validSections = Object.entries(result.sections)
+        .filter(([, preview]) => preview.present && preview.valid)
+        .map(([key]) => key);
+      setImportSections(validSections);
+    } catch {
+      message.error('文件解析失败，请确认是有效的 Bison 配置文件');
+    } finally {
+      setPreviewing(false);
+    }
+  };
+
+  const handleApply = () => {
+    if (!importedConfig || importSections.length === 0) return;
+
+    Modal.confirm({
+      title: '确认导入配置',
+      icon: <ExclamationCircleOutlined />,
+      content: (
+        <div>
+          <p>即将导入以下配置模块：</p>
+          <ul>
+            {importSections.map((s) => (
+              <li key={s}>{SECTION_LABELS[s] || s}</li>
+            ))}
+          </ul>
+          <p style={{ color: '#ff4d4f' }}>此操作将覆盖对应的当前配置，请确认已备份重要数据。</p>
+        </div>
+      ),
+      okText: '确认导入',
+      okType: 'danger',
+      cancelText: '取消',
+      onOk: doApply,
+    });
+  };
+
+  const doApply = async () => {
+    if (!importedConfig) return;
+    setApplying(true);
+    try {
+      const response = await applyImport({
+        config: importedConfig,
+        sections: importSections,
+        preserveSensitive: true,
+      });
+      const result = response.data;
+      if (result.applied.length > 0) {
+        message.success(result.message);
+        // Invalidate relevant query caches
+        queryClient.invalidateQueries({ queryKey: ['billingConfig'] });
+        queryClient.invalidateQueries({ queryKey: ['alertConfig'] });
+        queryClient.invalidateQueries({ queryKey: ['resourceConfigs'] });
+        queryClient.invalidateQueries({ queryKey: ['controlPlaneConfig'] });
+        queryClient.invalidateQueries({ queryKey: ['initScripts'] });
+      }
+      if (result.warnings.length > 0) {
+        result.warnings.forEach((w) => message.warning(w));
+      }
+      if (result.applied.length === 0) {
+        message.error(result.message);
+      }
+    } catch {
+      message.error('配置导入失败');
+    } finally {
+      setApplying(false);
+    }
+  };
+
+  const resetImport = () => {
+    setImportedConfig(null);
+    setPreviewResult(null);
+    setImportSections([]);
+    setFileName('');
+  };
+
+  const renderFieldChanges = (preview: SectionPreview) => {
+    if (!preview.changes || Object.keys(preview.changes).length === 0) {
+      return <Text type="secondary">无变更</Text>;
+    }
+
+    const columns = [
+      { title: '字段', dataIndex: 'field', key: 'field', width: 180 },
+      {
+        title: '当前值',
+        dataIndex: 'current',
+        key: 'current',
+        render: (val: unknown) => (
+          <Text type="secondary">{val === null || val === undefined ? '-' : String(val)}</Text>
+        ),
+      },
+      {
+        title: '导入值',
+        dataIndex: 'imported',
+        key: 'imported',
+        render: (val: unknown) => <Text strong>{val === null || val === undefined ? '-' : String(val)}</Text>,
+      },
+    ];
+
+    const data = Object.entries(preview.changes).map(([field, change]) => ({
+      key: field,
+      field,
+      current: change.current,
+      imported: change.imported,
+    }));
+
+    return <Table columns={columns} dataSource={data} pagination={false} size="small" />;
+  };
+
+  const renderResourceSummary = (preview: SectionPreview) => {
+    const summary = preview.summary;
+    if (!summary) return <Text type="secondary">无变更信息</Text>;
+
+    return (
+      <Space direction="vertical" style={{ width: '100%' }}>
+        {summary.added && summary.added.length > 0 && (
+          <div>
+            <Tag color="green">新增 ({summary.added.length})</Tag>
+            <Text>{summary.added.join(', ')}</Text>
+          </div>
+        )}
+        {summary.modified && summary.modified.length > 0 && (
+          <div>
+            <Tag color="orange">修改 ({summary.modified.length})</Tag>
+            <Text>{summary.modified.join(', ')}</Text>
+          </div>
+        )}
+        {summary.removed && summary.removed.length > 0 && (
+          <div>
+            <Tag color="red">移除 ({summary.removed.length})</Tag>
+            <Text>{summary.removed.join(', ')}</Text>
+          </div>
+        )}
+        {summary.unchanged && summary.unchanged.length > 0 && (
+          <div>
+            <Tag>未变更 ({summary.unchanged.length})</Tag>
+            <Text type="secondary">{summary.unchanged.join(', ')}</Text>
+          </div>
+        )}
+      </Space>
+    );
+  };
+
+  const renderSectionPreview = (sectionKey: string, preview: SectionPreview) => {
+    const isArraySection = sectionKey === 'resources' || sectionKey === 'initScripts';
+
+    return (
+      <div>
+        {preview.errors && preview.errors.length > 0 && (
+          <Alert
+            type="error"
+            message={preview.errors.join('; ')}
+            style={{ marginBottom: 8 }}
+            showIcon
+          />
+        )}
+        {preview.warnings && preview.warnings.length > 0 && (
+          <Alert
+            type="warning"
+            message={preview.warnings.join('; ')}
+            style={{ marginBottom: 8 }}
+            showIcon
+          />
+        )}
+        {isArraySection ? renderResourceSummary(preview) : renderFieldChanges(preview)}
+      </div>
+    );
+  };
+
+  return (
+    <Row gutter={[16, 16]}>
+      <Col span={24}>
+        <Card
+          title={
+            <Space>
+              <DownloadOutlined />
+              导出配置
+            </Space>
+          }
+        >
+          <Space direction="vertical" style={{ width: '100%' }} size="middle">
+            <div>
+              <Text strong style={{ display: 'block', marginBottom: 8 }}>
+                选择导出模块
+              </Text>
+              <Checkbox.Group
+                value={exportSections}
+                onChange={(values) => setExportSections(values as string[])}
+              >
+                <Row gutter={[16, 8]}>
+                  {ALL_SECTIONS.map((key) => (
+                    <Col key={key} xs={12} sm={8} md={6}>
+                      <Checkbox value={key}>{SECTION_LABELS[key]}</Checkbox>
+                    </Col>
+                  ))}
+                </Row>
+              </Checkbox.Group>
+            </div>
+
+            <div>
+              <Space>
+                <Switch
+                  checked={includeSensitive}
+                  onChange={setIncludeSensitive}
+                />
+                <Text>包含敏感数据（密码、私钥、Webhook 地址）</Text>
+              </Space>
+              {includeSensitive && (
+                <Alert
+                  type="warning"
+                  message="导出文件将包含明文密码和私钥等敏感信息，请妥善保管导出文件。"
+                  style={{ marginTop: 8 }}
+                  showIcon
+                />
+              )}
+            </div>
+
+            <Button
+              type="primary"
+              icon={<DownloadOutlined />}
+              onClick={handleExport}
+              loading={exporting}
+              disabled={exportSections.length === 0}
+            >
+              导出配置
+            </Button>
+          </Space>
+        </Card>
+      </Col>
+
+      <Col span={24}>
+        <Card
+          title={
+            <Space>
+              <UploadOutlined />
+              导入配置
+            </Space>
+          }
+          extra={
+            previewResult && (
+              <Button size="small" onClick={resetImport}>
+                重新选择文件
+              </Button>
+            )
+          }
+        >
+          {!previewResult && !previewing && (
+            <Dragger
+              accept=".json"
+              showUploadList={false}
+              beforeUpload={(file) => {
+                handleFileUpload(file);
+                return false;
+              }}
+            >
+              <p className="ant-upload-drag-icon">
+                <InboxOutlined />
+              </p>
+              <p className="ant-upload-text">点击或拖拽 JSON 配置文件到此处</p>
+              <p className="ant-upload-hint">支持 Bison 导出的 .json 配置文件</p>
+            </Dragger>
+          )}
+
+          {previewing && (
+            <div style={{ textAlign: 'center', padding: 40 }}>
+              <Spin tip="正在解析配置文件..." />
+            </div>
+          )}
+
+          {previewResult && (
+            <Space direction="vertical" style={{ width: '100%' }} size="middle">
+              {/* File info */}
+              <Descriptions size="small" column={3} bordered>
+                <Descriptions.Item label="文件名">{fileName}</Descriptions.Item>
+                <Descriptions.Item label="版本">{previewResult.version}</Descriptions.Item>
+                <Descriptions.Item label="导出时间">
+                  {previewResult.exportedAt || '-'}
+                </Descriptions.Item>
+              </Descriptions>
+
+              {/* Global validation status */}
+              {previewResult.valid ? (
+                <Alert
+                  type="success"
+                  message="配置文件校验通过"
+                  icon={<CheckCircleOutlined />}
+                  showIcon
+                />
+              ) : (
+                <Alert
+                  type="error"
+                  message="配置文件校验失败"
+                  description={previewResult.errors.join('; ')}
+                  icon={<CloseCircleOutlined />}
+                  showIcon
+                />
+              )}
+
+              {previewResult.warnings.length > 0 && (
+                <Alert
+                  type="warning"
+                  message={previewResult.warnings.join('; ')}
+                  icon={<WarningOutlined />}
+                  showIcon
+                />
+              )}
+
+              {/* Section previews */}
+              <div>
+                <Text strong style={{ display: 'block', marginBottom: 8 }}>
+                  配置模块预览
+                </Text>
+                <Checkbox.Group
+                  value={importSections}
+                  onChange={(values) => setImportSections(values as string[])}
+                  style={{ width: '100%' }}
+                >
+                  <Collapse>
+                    {Object.entries(previewResult.sections).map(([key, preview]) => (
+                      <Collapse.Panel
+                        key={key}
+                        header={
+                          <Space>
+                            <Checkbox
+                              value={key}
+                              disabled={!preview.valid}
+                              onClick={(e) => e.stopPropagation()}
+                            />
+                            <span>{SECTION_LABELS[key] || key}</span>
+                            {preview.valid ? (
+                              <Tag color="success">有效</Tag>
+                            ) : (
+                              <Tag color="error">无效</Tag>
+                            )}
+                            {preview.hasSensitiveData && (
+                              <Tag color="warning">含脱敏数据</Tag>
+                            )}
+                          </Space>
+                        }
+                      >
+                        {renderSectionPreview(key, preview)}
+                      </Collapse.Panel>
+                    ))}
+                  </Collapse>
+                </Checkbox.Group>
+              </div>
+
+              <Paragraph type="secondary">
+                脱敏的敏感数据（密码、私钥等）在导入时将自动保留当前集群中的值。
+              </Paragraph>
+
+              <Button
+                type="primary"
+                danger
+                icon={<UploadOutlined />}
+                onClick={handleApply}
+                loading={applying}
+                disabled={importSections.length === 0 || !previewResult.valid}
+              >
+                应用选中的配置 ({importSections.length} 个模块)
+              </Button>
+            </Space>
+          )}
+        </Card>
+      </Col>
+    </Row>
+  );
+};
+
+export default ConfigTransfer;
diff --git a/web-ui/src/pages/Settings/ControlPlaneConfig.tsx b/web-ui/src/pages/Settings/ControlPlaneConfig.tsx
new file mode 100644
index 0000000..fabdae3
--- /dev/null
+++ b/web-ui/src/pages/Settings/ControlPlaneConfig.tsx
@@ -0,0 +1,234 @@
+import React, { useEffect, useState } from 'react';
+import {
+  Card,
+  Form,
+  Input,
+  InputNumber,
+  Select,
+  Button,
+  Space,
+  message,
+  Alert,
+  Typography,
+  Tag,
+  Spin,
+} from 'antd';
+import {
+  CloudServerOutlined,
+  SafetyCertificateOutlined,
+  CheckCircleOutlined,
+  CloseCircleOutlined,
+} from '@ant-design/icons';
+import { useQuery, useMutation, useQueryClient } from '@tanstack/react-query';
+import {
+  getControlPlaneConfig,
+  updateControlPlaneConfig,
+  testControlPlaneConnection,
+} from '../../services/api';
+
+const { TextArea } = Input;
+const { Paragraph, Text } = Typography;
+
+const ControlPlaneConfig: React.FC = () => {
+  const [form] = Form.useForm();
+  const queryClient = useQueryClient();
+  const [authMethod, setAuthMethod] = useState<'password' | 'privateKey'>('password');
+  const [testResult, setTestResult] = useState<'success' | 'error' | null>(null);
+
+  const { data: config, isLoading } = useQuery({
+    queryKey: ['controlPlaneConfig'],
+    queryFn: () => getControlPlaneConfig().then(res => res.data),
+  });
+
+  useEffect(() => {
+    if (config) {
+      form.setFieldsValue({
+        host: config.host,
+        sshPort: config.sshPort || 22,
+        sshUser: config.sshUser || 'root',
+        authMethod: config.authMethod || 'password',
+      });
+      setAuthMethod(config.authMethod || 'password');
+    }
+  }, [config, form]);
+
+  const updateMutation = useMutation({
+    mutationFn: updateControlPlaneConfig,
+    onSuccess: () => {
+      message.success('控制面配置已保存');
+      queryClient.invalidateQueries({ queryKey: ['controlPlaneConfig'] });
+      setTestResult(null);
+    },
+    onError: (err: Error) => {
+      message.error(`保存失败: ${err.message}`);
+    },
+  });
+
+  const testMutation = useMutation({
+    mutationFn: testControlPlaneConnection,
+    onSuccess: () => {
+      setTestResult('success');
+      message.success('连接测试成功');
+    },
+    onError: (err: Error) => {
+      setTestResult('error');
+      message.error(`连接测试失败: ${err.message}`);
+    },
+  });
+
+  const handleSave = () => {
+    form.validateFields().then(values => {
+      updateMutation.mutate(values);
+    });
+  };
+
+  const handleTest = () => {
+    // First save, then test
+    form.validateFields().then(values => {
+      updateMutation.mutate(values, {
+        onSuccess: () => {
+          testMutation.mutate();
+        },
+      });
+    });
+  };
+
+  if (isLoading) {
+    return (
+      <div style={{ textAlign: 'center', padding: 50 }}>
+        <Spin size="large" />
+      </div>
+    );
+  }
+
+  return (
+    <div>
+      <Alert
+        message="控制面 SSH 配置"
+        description={
+          <Paragraph style={{ marginBottom: 0 }}>
+            配置 Kubernetes 控制面节点的 SSH 访问信息，用于在添加节点时执行
+            <Text code>kubeadm token create</Text> 命令生成加入令牌。
+            请确保控制面节点上已安装 kubeadm。
+          </Paragraph>
+        }
+        type="info"
+        showIcon
+        style={{ marginBottom: 24 }}
+      />
+
+      <Card className="glass-card">
+        <Form
+          form={form}
+          layout="vertical"
+          initialValues={{
+            sshPort: 22,
+            sshUser: 'root',
+            authMethod: 'password',
+          }}
+        >
+          <Form.Item
+            name="host"
+            label={
+              <Space>
+                <CloudServerOutlined />
+                控制面节点 IP/主机名
+              </Space>
+            }
+            rules={[{ required: true, message: '请输入控制面节点地址' }]}
+          >
+            <Input placeholder="如：192.168.1.100 或 k8s-master" />
+          </Form.Item>
+
+          <Space size="large" style={{ width: '100%' }}>
+            <Form.Item
+              name="sshPort"
+              label="SSH 端口"
+              rules={[{ required: true }]}
+              style={{ width: 150 }}
+            >
+              <InputNumber min={1} max={65535} style={{ width: '100%' }} />
+            </Form.Item>
+
+            <Form.Item
+              name="sshUser"
+              label="SSH 用户名"
+              rules={[{ required: true }]}
+              style={{ width: 200 }}
+            >
+              <Input placeholder="root" />
+            </Form.Item>
+          </Space>
+
+          <Form.Item
+            name="authMethod"
+            label={
+              <Space>
+                <SafetyCertificateOutlined />
+                认证方式
+              </Space>
+            }
+            rules={[{ required: true }]}
+          >
+            <Select onChange={(value) => setAuthMethod(value)}>
+              <Select.Option value="password">密码</Select.Option>
+              <Select.Option value="privateKey">私钥</Select.Option>
+            </Select>
+          </Form.Item>
+
+          {authMethod === 'password' ? (
+            <Form.Item
+              name="password"
+              label="密码"
+              extra={config?.hasPassword ? <Tag color="green">已配置密码</Tag> : null}
+            >
+              <Input.Password placeholder="留空则保留原密码" />
+            </Form.Item>
+          ) : (
+            <Form.Item
+              name="privateKey"
+              label="私钥内容"
+              extra={config?.hasPrivateKey ? <Tag color="green">已配置私钥</Tag> : null}
+            >
+              <TextArea
+                rows={8}
+                placeholder="-----BEGIN RSA PRIVATE KEY-----&#10;...&#10;-----END RSA PRIVATE KEY-----"
+                style={{ fontFamily: 'monospace', fontSize: 12 }}
+              />
+            </Form.Item>
+          )}
+
+          {testResult && (
+            <Alert
+              message={testResult === 'success' ? '连接测试成功' : '连接测试失败'}
+              type={testResult === 'success' ? 'success' : 'error'}
+              showIcon
+              icon={testResult === 'success' ? <CheckCircleOutlined /> : <CloseCircleOutlined />}
+              style={{ marginBottom: 16 }}
+            />
+          )}
+
+          <Form.Item>
+            <Space>
+              <Button
+                type="primary"
+                onClick={handleSave}
+                loading={updateMutation.isPending}
+              >
+                保存配置
+              </Button>
+              <Button
+                onClick={handleTest}
+                loading={testMutation.isPending || updateMutation.isPending}
+              >
+                测试连接
+              </Button>
+            </Space>
+          </Form.Item>
+        </Form>
+      </Card>
+    </div>
+  );
+};
+
+export default ControlPlaneConfig;
diff --git a/web-ui/src/pages/Settings/GeneralSettings.tsx b/web-ui/src/pages/Settings/GeneralSettings.tsx
index 59cfe08..1d11b63 100644
--- a/web-ui/src/pages/Settings/GeneralSettings.tsx
+++ b/web-ui/src/pages/Settings/GeneralSettings.tsx
@@ -1,6 +1,6 @@
 import React from 'react';
 import { Card, Descriptions, Typography, Alert, Spin, Tag } from 'antd';
-import { CloudOutlined, LineChartOutlined, DollarOutlined } from '@ant-design/icons';
+import { CloudOutlined, LineChartOutlined, DollarOutlined, ApartmentOutlined } from '@ant-design/icons';
 import { useQuery } from '@tanstack/react-query';
 import { getSettings, getFeatures } from '../../services/api';
 
@@ -71,11 +71,26 @@ const GeneralSettings: React.FC = () => {
               )}
             </Descriptions.Item>
 
-            <Descriptions.Item 
+            <Descriptions.Item
+              label={
+                <span>
+                  <ApartmentOutlined style={{ marginRight: 8 }} />
+                  Capsule 多租户
+                </span>
+              }
+            >
+              {features?.capsuleEnabled ? (
+                <Tag color="success">已启用</Tag>
+              ) : (
+                <Tag color="default">未启用</Tag>
+              )}
+            </Descriptions.Item>
+
+            <Descriptions.Item
               label={
                 <span>
                   <CloudOutlined style={{ marginRight: 8 }} />
-                  费用统计
+                  费用统计 (OpenCost)
                 </span>
               }
             >
@@ -85,6 +100,21 @@ const GeneralSettings: React.FC = () => {
                 <Tag color="default">未启用</Tag>
               )}
             </Descriptions.Item>
+
+            <Descriptions.Item
+              label={
+                <span>
+                  <LineChartOutlined style={{ marginRight: 8 }} />
+                  Prometheus 监控
+                </span>
+              }
+            >
+              {features?.prometheusEnabled ? (
+                <Tag color="success">已启用</Tag>
+              ) : (
+                <Tag color="default">未启用</Tag>
+              )}
+            </Descriptions.Item>
           </Descriptions>
 
           <div style={{ marginTop: 24 }}>
diff --git a/web-ui/src/pages/Settings/NodeInitConfig.tsx b/web-ui/src/pages/Settings/NodeInitConfig.tsx
new file mode 100644
index 0000000..5fef97f
--- /dev/null
+++ b/web-ui/src/pages/Settings/NodeInitConfig.tsx
@@ -0,0 +1,504 @@
+import React, { useState } from 'react';
+import {
+  Card,
+  Form,
+  Input,
+  Select,
+  Button,
+  Space,
+  Switch,
+  message,
+  Alert,
+  Typography,
+  Spin,
+  Tag,
+  Table,
+  Modal,
+  Popconfirm,
+  Tooltip,
+  Collapse,
+  Empty,
+} from 'antd';
+import {
+  PlusOutlined,
+  EditOutlined,
+  DeleteOutlined,
+  CodeOutlined,
+} from '@ant-design/icons';
+import { useQuery, useMutation, useQueryClient } from '@tanstack/react-query';
+import {
+  getInitScripts,
+  createInitScript,
+  updateInitScript,
+  deleteInitScript,
+  toggleInitScript,
+  ScriptGroup,
+  Script,
+  ScriptPhase,
+} from '../../services/api';
+
+const { TextArea } = Input;
+const { Text, Paragraph } = Typography;
+const { Panel } = Collapse;
+
+const phaseLabels: Record<ScriptPhase, string> = {
+  'pre-join': 'Pre-join',
+  'post-join': 'Post-join',
+};
+
+const phaseColors: Record<ScriptPhase, string> = {
+  'pre-join': 'blue',
+  'post-join': 'green',
+};
+
+// Platform script editor component
+interface PlatformScriptEditorProps {
+  scripts: Script[];
+  onChange: (scripts: Script[]) => void;
+}
+
+const PlatformScriptEditor: React.FC<PlatformScriptEditorProps> = ({
+  scripts,
+  onChange,
+}) => {
+  const [editingScript, setEditingScript] = useState<Script | null>(null);
+  const [editModalVisible, setEditModalVisible] = useState(false);
+  const [form] = Form.useForm();
+
+  const osList = [
+    { value: '*', label: '通用 (所有系统)' },
+    { value: 'ubuntu', label: 'Ubuntu' },
+    { value: 'centos', label: 'CentOS' },
+    { value: 'debian', label: 'Debian' },
+    { value: 'rhel', label: 'RHEL' },
+    { value: 'openEuler', label: 'openEuler' },
+    { value: 'rocky', label: 'Rocky Linux' },
+    { value: 'almalinux', label: 'AlmaLinux' },
+    { value: 'kylin', label: 'Kylin' },
+    { value: 'uos', label: 'UOS (统信)' },
+  ];
+  const archList = [
+    { value: '*', label: '通用 (所有架构)' },
+    { value: 'amd64', label: 'amd64 (x86_64)' },
+    { value: 'arm64', label: 'arm64 (aarch64)' },
+  ];
+
+  const handleAdd = () => {
+    setEditingScript(null);
+    form.resetFields();
+    form.setFieldsValue({ os: '*', arch: '*', content: '#!/bin/bash\nset -e\n\n' });
+    setEditModalVisible(true);
+  };
+
+  const handleEdit = (script: Script) => {
+    setEditingScript(script);
+    form.setFieldsValue(script);
+    setEditModalVisible(true);
+  };
+
+  const handleDelete = (scriptId: string) => {
+    onChange(scripts.filter(s => s.id !== scriptId));
+  };
+
+  const handleSave = () => {
+    form.validateFields().then(values => {
+      if (editingScript) {
+        onChange(scripts.map(s => s.id === editingScript.id ? { ...s, ...values } : s));
+      } else {
+        const newScript: Script = {
+          id: `script-${Date.now()}`,
+          ...values,
+        };
+        onChange([...scripts, newScript]);
+      }
+      setEditModalVisible(false);
+    });
+  };
+
+  const getPlatformLabel = (os: string, arch: string) => {
+    const osLabel = os === '*' ? '通用' : os;
+    const archLabel = arch === '*' ? '所有架构' : arch;
+    return `${osLabel} × ${archLabel}`;
+  };
+
+  return (
+    <div>
+      <div style={{ marginBottom: 16 }}>
+        <Button type="dashed" icon={<PlusOutlined />} onClick={handleAdd}>
+          添加平台脚本
+        </Button>
+      </div>
+
+      {scripts.length === 0 ? (
+        <Empty description="暂无平台脚本" image={Empty.PRESENTED_IMAGE_SIMPLE} />
+      ) : (
+        <Collapse>
+          {scripts.map(script => (
+            <Panel
+              key={script.id}
+              header={
+                <Space>
+                  <Tag color={script.os === '*' && script.arch === '*' ? 'default' : 'blue'}>
+                    {getPlatformLabel(script.os, script.arch)}
+                  </Tag>
+                </Space>
+              }
+              extra={
+                <Space onClick={e => e.stopPropagation()}>
+                  <Button
+                    type="text"
+                    size="small"
+                    icon={<EditOutlined />}
+                    onClick={() => handleEdit(script)}
+                  />
+                  <Popconfirm
+                    title="确定删除此平台脚本？"
+                    onConfirm={() => handleDelete(script.id)}
+                  >
+                    <Button type="text" size="small" danger icon={<DeleteOutlined />} />
+                  </Popconfirm>
+                </Space>
+              }
+            >
+              <pre style={{
+                background: '#f5f5f5',
+                padding: 12,
+                borderRadius: 4,
+                maxHeight: 200,
+                overflow: 'auto',
+                fontSize: 12,
+              }}>
+                {script.content}
+              </pre>
+            </Panel>
+          ))}
+        </Collapse>
+      )}
+
+      <Modal
+        title={editingScript ? '编辑平台脚本' : '添加平台脚本'}
+        open={editModalVisible}
+        onOk={handleSave}
+        onCancel={() => setEditModalVisible(false)}
+        width={700}
+      >
+        <Form form={form} layout="vertical">
+          <Space style={{ width: '100%' }} size="large">
+            <Form.Item name="os" label="操作系统" rules={[{ required: true }]} style={{ width: 220 }}>
+              <Select
+                showSearch
+                optionFilterProp="label"
+                options={osList}
+                placeholder="选择或输入操作系统"
+              />
+            </Form.Item>
+            <Form.Item name="arch" label="CPU 架构" rules={[{ required: true }]} style={{ width: 200 }}>
+              <Select options={archList} />
+            </Form.Item>
+          </Space>
+          <Text type="secondary" style={{ display: 'block', marginBottom: 16 }}>
+            操作系统名称来自节点的 /etc/os-release 文件中的 ID 字段。如果列表中没有你需要的系统，可以先添加一个节点，查看检测到的系统名称后再配置脚本。
+          </Text>
+          <Form.Item
+            name="content"
+            label="脚本内容"
+            rules={[{ required: true, message: '请输入脚本内容' }]}
+          >
+            <TextArea
+              rows={15}
+              style={{ fontFamily: 'monospace', fontSize: 12 }}
+              placeholder="#!/bin/bash&#10;set -e&#10;&#10;# Your script here"
+            />
+          </Form.Item>
+        </Form>
+      </Modal>
+    </div>
+  );
+};
+
+// ==================== Main Component ====================
+
+const NodeInitConfig: React.FC = () => {
+  const queryClient = useQueryClient();
+
+  const [scriptModalVisible, setScriptModalVisible] = useState(false);
+  const [editingGroup, setEditingGroup] = useState<ScriptGroup | null>(null);
+  const [scriptForm] = Form.useForm();
+  const [scripts, setScripts] = useState<Script[]>([]);
+
+  const { data: scriptGroups, isLoading } = useQuery({
+    queryKey: ['initScripts'],
+    queryFn: () => getInitScripts().then(res => res.data.items),
+  });
+
+  const toggleMutation = useMutation({
+    mutationFn: ({ id, enabled }: { id: string; enabled: boolean }) =>
+      toggleInitScript(id, enabled),
+    onSuccess: () => {
+      queryClient.invalidateQueries({ queryKey: ['initScripts'] });
+    },
+    onError: (err: Error) => {
+      message.error(`操作失败: ${err.message}`);
+    },
+  });
+
+  const createMutation = useMutation({
+    mutationFn: createInitScript,
+    onSuccess: () => {
+      message.success('脚本分组创建成功');
+      queryClient.invalidateQueries({ queryKey: ['initScripts'] });
+      setScriptModalVisible(false);
+    },
+    onError: (err: Error) => {
+      message.error(`创建失败: ${err.message}`);
+    },
+  });
+
+  const updateScriptMutation = useMutation({
+    mutationFn: ({ id, data }: { id: string; data: Partial<ScriptGroup> }) =>
+      updateInitScript(id, data),
+    onSuccess: () => {
+      message.success('脚本分组更新成功');
+      queryClient.invalidateQueries({ queryKey: ['initScripts'] });
+      setScriptModalVisible(false);
+    },
+    onError: (err: Error) => {
+      message.error(`更新失败: ${err.message}`);
+    },
+  });
+
+  const deleteMutation = useMutation({
+    mutationFn: deleteInitScript,
+    onSuccess: () => {
+      message.success('脚本分组已删除');
+      queryClient.invalidateQueries({ queryKey: ['initScripts'] });
+    },
+    onError: (err: Error) => {
+      message.error(`删除失败: ${err.message}`);
+    },
+  });
+
+  const handleAddScript = () => {
+    setEditingGroup(null);
+    setScripts([]);
+    scriptForm.resetFields();
+    scriptForm.setFieldsValue({ phase: 'pre-join', enabled: true });
+    setScriptModalVisible(true);
+  };
+
+  const handleEditScript = (group: ScriptGroup) => {
+    setEditingGroup(group);
+    setScripts(group.scripts || []);
+    scriptForm.setFieldsValue({
+      name: group.name,
+      description: group.description,
+      phase: group.phase,
+      enabled: group.enabled,
+    });
+    setScriptModalVisible(true);
+  };
+
+  const handleSaveScript = () => {
+    scriptForm.validateFields().then(values => {
+      const data = {
+        ...values,
+        scripts,
+      };
+
+      if (editingGroup) {
+        updateScriptMutation.mutate({ id: editingGroup.id, data });
+      } else {
+        createMutation.mutate(data);
+      }
+    });
+  };
+
+  const getSupportedPlatforms = (group: ScriptGroup) => {
+    if (!group.scripts || group.scripts.length === 0) return '无';
+
+    const platforms = group.scripts.map(s => {
+      if (s.os === '*' && s.arch === '*') return '通用';
+      const os = s.os === '*' ? '*' : s.os;
+      const arch = s.arch === '*' ? '*' : s.arch;
+      return `${os}×${arch}`;
+    });
+
+    return platforms.join(', ');
+  };
+
+  const scriptColumns = [
+    {
+      title: '脚本名称',
+      dataIndex: 'name',
+      key: 'name',
+      render: (name: string, record: ScriptGroup) => (
+        <Space>
+          <CodeOutlined />
+          <span>{name}</span>
+          {record.builtin && <Tag>内置</Tag>}
+        </Space>
+      ),
+    },
+    {
+      title: '执行阶段',
+      dataIndex: 'phase',
+      key: 'phase',
+      width: 120,
+      render: (phase: ScriptPhase) => (
+        <Tag color={phaseColors[phase]}>{phaseLabels[phase]}</Tag>
+      ),
+    },
+    {
+      title: '支持平台',
+      key: 'platforms',
+      width: 250,
+      render: (_: unknown, record: ScriptGroup) => (
+        <Text type="secondary" style={{ fontSize: 12 }}>
+          {getSupportedPlatforms(record)}
+        </Text>
+      ),
+    },
+    {
+      title: '状态',
+      dataIndex: 'enabled',
+      key: 'enabled',
+      width: 100,
+      render: (enabled: boolean, record: ScriptGroup) => (
+        <Switch
+          checked={enabled}
+          onChange={(checked) => toggleMutation.mutate({ id: record.id, enabled: checked })}
+          checkedChildren="启用"
+          unCheckedChildren="禁用"
+        />
+      ),
+    },
+    {
+      title: '操作',
+      key: 'actions',
+      width: 120,
+      render: (_: unknown, record: ScriptGroup) => (
+        <Space>
+          <Tooltip title="编辑">
+            <Button
+              type="text"
+              icon={<EditOutlined />}
+              onClick={() => handleEditScript(record)}
+            />
+          </Tooltip>
+          {!record.builtin && (
+            <Popconfirm
+              title="确定删除此脚本分组？"
+              onConfirm={() => deleteMutation.mutate(record.id)}
+            >
+              <Tooltip title="删除">
+                <Button type="text" danger icon={<DeleteOutlined />} />
+              </Tooltip>
+            </Popconfirm>
+          )}
+        </Space>
+      ),
+    },
+  ];
+
+  if (isLoading) {
+    return (
+      <div style={{ textAlign: 'center', padding: 50 }}>
+        <Spin size="large" />
+      </div>
+    );
+  }
+
+  return (
+    <div>
+      <Alert
+        message="节点初始化配置"
+        description={
+          <div>
+            <Paragraph style={{ marginBottom: 8 }}>
+              初始化脚本在节点加入集群时自动执行。Pre-join 脚本在 kubeadm join 之前执行（如配置私有仓库、禁用防火墙），
+              Post-join 脚本在节点加入集群后执行（如安装驱动、添加标签）。
+            </Paragraph>
+            <Paragraph style={{ marginBottom: 8 }}>
+              <strong>平台匹配：</strong>系统会自动检测节点的操作系统和 CPU 架构，按优先级匹配脚本：
+              精确匹配 &gt; OS 通用 &gt; 架构通用 &gt; 全通用。
+            </Paragraph>
+            <Paragraph style={{ marginBottom: 0 }}>
+              <strong>支持的系统：</strong>Ubuntu、CentOS、Debian、RHEL、openEuler、Rocky Linux、AlmaLinux、Kylin、UOS 等。
+              系统名称来自 /etc/os-release 的 ID 字段。
+            </Paragraph>
+          </div>
+        }
+        type="info"
+        showIcon
+        style={{ marginBottom: 24 }}
+      />
+
+      <Card
+        className="glass-card"
+        title="脚本分组"
+        extra={
+          <Button type="primary" icon={<PlusOutlined />} onClick={handleAddScript}>
+            新建分组
+          </Button>
+        }
+      >
+        <Table
+          columns={scriptColumns}
+          dataSource={scriptGroups}
+          rowKey="id"
+          loading={isLoading}
+          pagination={false}
+        />
+      </Card>
+
+      <Modal
+        title={editingGroup ? '编辑脚本分组' : '新建脚本分组'}
+        open={scriptModalVisible}
+        onOk={handleSaveScript}
+        onCancel={() => setScriptModalVisible(false)}
+        width={800}
+        confirmLoading={createMutation.isPending || updateScriptMutation.isPending}
+      >
+        <Form form={scriptForm} layout="vertical">
+          <Form.Item
+            name="name"
+            label="分组名称"
+            rules={[{ required: true, message: '请输入分组名称' }]}
+          >
+            <Input placeholder="如：配置私有镜像仓库" />
+          </Form.Item>
+          <Form.Item name="description" label="描述">
+            <Input placeholder="简要描述此脚本的功能" />
+          </Form.Item>
+          <Form.Item
+            name="phase"
+            label="执行阶段"
+            rules={[{ required: true }]}
+          >
+            <Select>
+              <Select.Option value="pre-join">Pre-join（kubeadm join 之前）</Select.Option>
+              <Select.Option value="post-join">Post-join（kubeadm join 之后）</Select.Option>
+            </Select>
+          </Form.Item>
+
+          <Form.Item label="平台脚本">
+            <PlatformScriptEditor scripts={scripts} onChange={setScripts} />
+          </Form.Item>
+
+          <Alert
+            message="支持的变量"
+            description={
+              <Text code>
+                {'${NODE_IP}'}, {'${NODE_NAME}'}, {'${REGISTRY_URL}'}, {'${CONTROL_PLANE_IP}'}
+              </Text>
+            }
+            type="info"
+            style={{ marginTop: 16 }}
+          />
+        </Form>
+      </Modal>
+    </div>
+  );
+};
+
+export default NodeInitConfig;
diff --git a/web-ui/src/pages/Settings/index.tsx b/web-ui/src/pages/Settings/index.tsx
index f43a674..b931a03 100644
--- a/web-ui/src/pages/Settings/index.tsx
+++ b/web-ui/src/pages/Settings/index.tsx
@@ -1,12 +1,15 @@
 import React from 'react';
 import { Tabs, Typography } from 'antd';
-import { 
-  SettingOutlined, 
-  DollarOutlined, 
-  BellOutlined, 
+import {
+  SettingOutlined,
+  DollarOutlined,
+  BellOutlined,
   DashboardOutlined,
   CloudOutlined,
   AppstoreOutlined,
+  CloudServerOutlined,
+  ToolOutlined,
+  SwapOutlined,
 } from '@ant-design/icons';
 import { Routes, Route, useNavigate, useLocation } from 'react-router-dom';
 import BillingConfig from './BillingConfig';
@@ -14,18 +17,26 @@ import AlertConfig from './AlertConfig';
 import SystemStatus from './SystemStatus';
 import GeneralSettings from './GeneralSettings';
 import ResourceConfig from './ResourceConfig';
+import ControlPlaneConfig from './ControlPlaneConfig';
+import NodeInitConfig from './NodeInitConfig';
+import ConfigTransfer from './ConfigTransfer';
+import { useFeatures } from '../../hooks/useFeatures';
 
 const { Title } = Typography;
 
 const Settings: React.FC = () => {
   const navigate = useNavigate();
   const location = useLocation();
+  const { data: features } = useFeatures();
 
   const getCurrentTab = () => {
     const path = location.pathname;
     if (path.includes('/settings/resources')) return 'resources';
     if (path.includes('/settings/billing')) return 'billing';
     if (path.includes('/settings/alerts')) return 'alerts';
+    if (path.includes('/settings/control-plane')) return 'control-plane';
+    if (path.includes('/settings/node-init')) return 'node-init';
+    if (path.includes('/settings/transfer')) return 'transfer';
     if (path.includes('/settings/status')) return 'status';
     return 'general';
   };
@@ -49,7 +60,7 @@ const Settings: React.FC = () => {
         </span>
       ),
     },
-    {
+    ...(features?.costEnabled !== false ? [{
       key: 'billing',
       label: (
         <span>
@@ -57,8 +68,8 @@ const Settings: React.FC = () => {
           计费配置
         </span>
       ),
-    },
-    {
+    }] : []),
+    ...(features?.capsuleEnabled !== false ? [{
       key: 'alerts',
       label: (
         <span>
@@ -66,6 +77,33 @@ const Settings: React.FC = () => {
           告警配置
         </span>
       ),
+    }] : []),
+    {
+      key: 'control-plane',
+      label: (
+        <span>
+          <CloudServerOutlined />
+          控制面配置
+        </span>
+      ),
+    },
+    {
+      key: 'node-init',
+      label: (
+        <span>
+          <ToolOutlined />
+          节点初始化配置
+        </span>
+      ),
+    },
+    {
+      key: 'transfer',
+      label: (
+        <span>
+          <SwapOutlined />
+          配置迁移
+        </span>
+      ),
     },
     {
       key: 'status',
@@ -105,6 +143,9 @@ const Settings: React.FC = () => {
           <Route path="resources" element={<ResourceConfig />} />
           <Route path="billing" element={<BillingConfig />} />
           <Route path="alerts" element={<AlertConfig />} />
+          <Route path="control-plane" element={<ControlPlaneConfig />} />
+          <Route path="node-init" element={<NodeInitConfig />} />
+          <Route path="transfer" element={<ConfigTransfer />} />
           <Route path="status" element={<SystemStatus />} />
         </Routes>
       </div>
diff --git a/web-ui/src/services/api.ts b/web-ui/src/services/api.ts
index a7b312b..3606291 100644
--- a/web-ui/src/services/api.ts
+++ b/web-ui/src/services/api.ts
@@ -54,6 +54,8 @@ export const login = (data: LoginRequest) => api.post<LoginResponse>('/auth/logi
 // Feature flags
 export interface Features {
   costEnabled: boolean;
+  capsuleEnabled: boolean;
+  prometheusEnabled: boolean;
 }
 
 export const getFeatures = () => api.get<Features>('/features');
@@ -693,13 +695,36 @@ export interface PrometheusMetric {
   value: number;
 }
 
+export interface LabeledMetricSeries {
+  labels: Record<string, string>;
+  metrics: PrometheusMetric[];
+}
+
 export interface NodeMetrics {
   cpuUsage: PrometheusMetric[];
   memoryUsage: PrometheusMetric[];
-}
-
-export const getNodeMetrics = (name: string, hours = 24) =>
-  api.get<NodeMetrics>(`/metrics/node/${name}`, { params: { hours } });
+  // Network IO
+  networkReceive?: PrometheusMetric[];
+  networkTransmit?: PrometheusMetric[];
+  // RDMA IO
+  rdmaReceive?: PrometheusMetric[];
+  rdmaTransmit?: PrometheusMetric[];
+  // GPU (NVIDIA DCGM)
+  gpuUtilization?: PrometheusMetric[];
+  gpuMemoryUtil?: PrometheusMetric[];
+  gpuPerDevice?: LabeledMetricSeries[];
+  // NPU (Huawei Ascend)
+  npuUtilization?: PrometheusMetric[];
+  npuMemoryUtil?: PrometheusMetric[];
+  npuTemperature?: PrometheusMetric[];
+}
+
+export const getNodeMetrics = (name: string, params?: {
+  hours?: number; hasGpu?: boolean; hasNpu?: boolean;
+}) =>
+  api.get<NodeMetrics>(`/metrics/node/${name}`, {
+    params: { hours: params?.hours ?? 24, hasGpu: params?.hasGpu, hasNpu: params?.hasNpu },
+  });
 
 // Resource Configuration APIs
 export type ResourceCategory = 'compute' | 'memory' | 'storage' | 'accelerator' | 'other';
@@ -738,4 +763,170 @@ export const updateResourceConfig = (name: string, config: ResourceDefinition) =
 export const addResourceConfig = (config: ResourceDefinition) =>
   api.post('/resource-configs', config);
 
+// Node Onboarding APIs
+export type OnboardingJobStatus = 'pending' | 'running' | 'success' | 'failed' | 'cancelled';
+export type SubStepStatus = 'pending' | 'running' | 'success' | 'failed' | 'skipped';
+
+export interface NodePlatform {
+  os: string;
+  version: string;
+  arch: string;
+}
+
+export interface SubStep {
+  name: string;
+  status: SubStepStatus;
+  error?: string;
+}
+
+export interface OnboardingJob {
+  id: string;
+  nodeIP: string;
+  nodeName?: string;
+  platform: NodePlatform;
+  status: OnboardingJobStatus;
+  currentStep: number;
+  totalSteps: number;
+  stepMessage: string;
+  subSteps?: SubStep[];
+  errorMessage?: string;
+  createdAt: string;
+  updatedAt: string;
+  completedAt?: string;
+}
+
+export interface OnboardingRequest {
+  nodeIP: string;
+  sshPort?: number;
+  sshUsername: string;
+  authMethod: 'password' | 'privateKey';
+  password?: string;
+  privateKey?: string;
+}
+
+export const startNodeOnboarding = (data: OnboardingRequest) =>
+  api.post<OnboardingJob>('/nodes/onboard', data);
+export const getOnboardingJob = (jobId: string) =>
+  api.get<OnboardingJob>(`/nodes/onboard/${jobId}`);
+export const getOnboardingJobs = () =>
+  api.get<{ items: OnboardingJob[] }>('/nodes/onboard');
+export const cancelOnboardingJob = (jobId: string) =>
+  api.delete(`/nodes/onboard/${jobId}`);
+
+// Control Plane Config APIs
+export interface ControlPlaneConfig {
+  host: string;
+  sshPort: number;
+  sshUser: string;
+  authMethod: 'password' | 'privateKey';
+  hasPassword?: boolean;
+  hasPrivateKey?: boolean;
+  password?: string;
+  privateKey?: string;
+}
+
+export const getControlPlaneConfig = () =>
+  api.get<ControlPlaneConfig>('/settings/control-plane');
+export const updateControlPlaneConfig = (config: ControlPlaneConfig) =>
+  api.put('/settings/control-plane', config);
+export const testControlPlaneConnection = () =>
+  api.post('/settings/control-plane/test');
+
+// Init Scripts APIs
+export type ScriptPhase = 'pre-join' | 'post-join';
+
+export interface Script {
+  id: string;
+  os: string;
+  arch: string;
+  content: string;
+}
+
+export interface ScriptGroup {
+  id: string;
+  name: string;
+  description: string;
+  phase: ScriptPhase;
+  enabled: boolean;
+  order: number;
+  builtin: boolean;
+  scripts: Script[];
+}
+
+export const getInitScripts = () =>
+  api.get<{ items: ScriptGroup[] }>('/settings/init-scripts');
+export const getInitScript = (id: string) =>
+  api.get<ScriptGroup>(`/settings/init-scripts/${id}`);
+export const createInitScript = (data: Omit<ScriptGroup, 'id' | 'builtin'>) =>
+  api.post<ScriptGroup>('/settings/init-scripts', data);
+export const updateInitScript = (id: string, data: Partial<ScriptGroup>) =>
+  api.put<ScriptGroup>(`/settings/init-scripts/${id}`, data);
+export const deleteInitScript = (id: string) =>
+  api.delete(`/settings/init-scripts/${id}`);
+export const toggleInitScript = (id: string, enabled: boolean) =>
+  api.put(`/settings/init-scripts/${id}/toggle`, { enabled });
+export const reorderInitScripts = (ids: string[]) =>
+  api.put('/settings/init-scripts/reorder', { ids });
+
+// Configuration Import/Export APIs
+export interface ExportConfigData {
+  version: string;
+  exportedAt: string;
+  exportedBy: string;
+  sections: Record<string, unknown>;
+}
+
+export interface FieldChange {
+  current: unknown;
+  imported: unknown;
+}
+
+export interface ResourceChangeSummary {
+  added?: string[];
+  modified?: string[];
+  removed?: string[];
+  unchanged?: string[];
+}
+
+export interface SectionPreview {
+  present: boolean;
+  valid: boolean;
+  hasSensitiveData: boolean;
+  changes?: Record<string, FieldChange>;
+  summary?: ResourceChangeSummary;
+  warnings?: string[];
+  errors?: string[];
+}
+
+export interface ImportPreviewResult {
+  valid: boolean;
+  version: string;
+  exportedAt?: string;
+  sections: Record<string, SectionPreview>;
+  errors: string[];
+  warnings: string[];
+}
+
+export interface ImportApplyRequest {
+  config: ExportConfigData;
+  sections: string[];
+  preserveSensitive: boolean;
+}
+
+export interface ImportApplyResult {
+  message: string;
+  applied: string[];
+  skipped: string[];
+  warnings: string[];
+}
+
+export const exportConfig = (params?: { sections?: string; includeSensitive?: boolean }) =>
+  api.get('/settings/export', { params, responseType: 'blob' });
+
+export const previewImport = (config: ExportConfigData) =>
+  api.post<ImportPreviewResult>('/settings/import/preview', config);
+
+export const applyImport = (data: ImportApplyRequest) =>
+  api.post<ImportApplyResult>('/settings/import/apply', data);
+
 export default api;

From 98a9b752281d282a071288e0ad7b5f54df74ca0d Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 11:29:58 +0800
Subject: [PATCH 25/44] =?UTF-8?q?release:=20v0.0.12=20=E2=80=94=20billing?=
 =?UTF-8?q?=20concurrency=20safety,=20FE=20perf=20&=20website=20SVG=20refr?=
 =?UTF-8?q?esh?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Backend: atomic RetryOnConflict balance read-modify-write; Deduct returns post-write balance; preserve OverdueAt across deductions; scheduler panic-recovery + jitter; apiServer.replicaCount=1 stopgap vs duplicate billing; K8s client QPS/Burst 50/100; first backend unit tests (calculateCost / Recharge / Deduct / grace / concurrent recharge).

Frontend: route-level React.lazy + Vite manualChunks (echarts split out of main bundle); top-level ErrorBoundary; shared getApiErrorMessage; drop unused @ant-design/pro-components; UI version injected from package.json; remove stray console.log.

Docs/site: emoji -> Tabler-style inline SVG icons; interactive vector ProductShowcase; corrected install docs (OCI charts/bison, /healthz, OpenCost ns/keys, replicaCount, bison-api/bison-web); 1200x630 social card + SEO meta; reduced-motion particle bg; features.md accuracy; docs/optimization-roadmap.md.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  31 +
 README.md                                     |  31 +-
 api-server/go.mod                             |   4 +-
 api-server/go.sum                             |   4 +
 api-server/internal/k8s/client.go             |  21 +-
 api-server/internal/scheduler/scheduler.go    |  46 +-
 .../internal/service/balance_service.go       | 207 +++---
 .../internal/service/balance_service_test.go  | 198 ++++++
 .../internal/service/billing_service.go       |  46 +-
 .../internal/service/billing_service_test.go  | 112 ++++
 api-server/internal/service/main_test.go      |  15 +
 deploy/charts/bison/Chart.yaml                |   4 +-
 deploy/charts/bison/values.yaml               |   6 +-
 docs/optimization-roadmap.md                  | 195 ++++++
 web-ui/package.json                           |   3 +-
 web-ui/src/App.tsx                            | 104 +--
 web-ui/src/components/ErrorBoundary.tsx       |  58 ++
 web-ui/src/layouts/BasicLayout.tsx            |   2 +-
 web-ui/src/main.tsx                           |   5 +-
 web-ui/src/pages/Settings/ResourceConfig.tsx  |   2 -
 web-ui/src/utils/error.ts                     |  19 +
 web-ui/src/vite-env.d.ts                      |   4 +
 web-ui/vite.config.ts                         |  23 +-
 website/docs/configuration.md                 |  29 +-
 website/docs/features.md                      |  87 +--
 website/docs/installation.md                  |  81 +--
 website/docs/intro.md                         |  23 +-
 website/docusaurus.config.ts                  |   5 +
 website/i18n/zh-Hans/code.json                |  60 ++
 .../src/components/HomepageFeatures/index.tsx | 152 +++--
 .../HomepageFeatures/styles.module.css        |  33 +-
 website/src/components/Icons/index.tsx        | 137 ++++
 .../components/ParticleBackground/index.tsx   |  65 +-
 .../src/components/ProductShowcase/index.tsx  | 597 ++++++++++++++++++
 .../ProductShowcase/styles.module.css         | 108 ++++
 website/src/components/UseCases/index.tsx     |  45 +-
 .../src/components/UseCases/styles.module.css |  31 +-
 website/src/pages/index.tsx                   |  17 +-
 website/static/img/bison-social-card.png      | Bin 1548591 -> 117853 bytes
 website/static/img/bison-social-card.svg      |  71 +++
 40 files changed, 2279 insertions(+), 402 deletions(-)
 create mode 100644 api-server/internal/service/balance_service_test.go
 create mode 100644 api-server/internal/service/billing_service_test.go
 create mode 100644 api-server/internal/service/main_test.go
 create mode 100644 docs/optimization-roadmap.md
 create mode 100644 web-ui/src/components/ErrorBoundary.tsx
 create mode 100644 web-ui/src/utils/error.ts
 create mode 100644 web-ui/src/vite-env.d.ts
 create mode 100644 website/src/components/Icons/index.tsx
 create mode 100644 website/src/components/ProductShowcase/index.tsx
 create mode 100644 website/src/components/ProductShowcase/styles.module.css
 create mode 100644 website/static/img/bison-social-card.svg

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6a33766..dd10440 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,37 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.12] - 2026-06-19
+
+### Fixed — Billing correctness & concurrency
+
+- **Atomic balance updates**: `Recharge`, `Deduct`, auto-recharge, and overdue-marking now perform their ConfigMap read-modify-write under `retry.RetryOnConflict`, eliminating silent lost updates / balance corruption under concurrent operations.
+- **`Deduct` returns the post-write balance**, so `ProcessBilling` no longer makes a racy second read to decide suspension.
+- **Overdue marker preserved across deductions** — a deduction no longer wipes `OverdueAt`, so the grace-period clock is measured from when the balance first went negative (teams now actually suspend after the grace window instead of never).
+- **Scheduler hardening**: per-task `panic` recovery (one failing task can no longer crash the api-server) plus startup jitter to avoid multi-replica stampede.
+- **Stopgap against double-billing**: `apiServer.replicaCount` defaults to `1` until scheduler leader election lands (the scheduler runs in the api-server; 2 replicas billed tenants twice).
+
+### Changed — Performance
+
+- **K8s client** QPS/Burst raised to 50/100 (from the 5/10 default) so dashboard/billing list bursts are not client-side throttled.
+- **Web UI** route-level code splitting + Vite `manualChunks`: echarts (~1 MB) and per-page bundles now load on demand instead of shipping with every Login/Dashboard session.
+
+### Added
+
+- First backend unit tests (`calculateCost`, `Recharge`/`Deduct`, grace-period logic, concurrent-recharge race test) with a fake-clientset optimistic-concurrency harness.
+- Top-level React `ErrorBoundary` and a shared `getApiErrorMessage` utility.
+- `docs/optimization-roadmap.md` — prioritized continuous-optimization roadmap from a full-codebase audit.
+
+### Changed — Website & docs
+
+- Replaced emoji icons with inline Tabler-style SVG icons; added an interactive vector `ProductShowcase` (Dashboard / Cluster / Reports / Billing).
+- Fixed the displayed UI version (was hardcoded `v3.0.0`; now injected from `package.json`).
+- Corrected install docs: OCI path `charts/bison`, `/healthz` health check, OpenCost namespace/value keys, `replicaCount`, object names `bison-api`/`bison-web`.
+- New 1200×630 social/OG card and SEO metadata; reduced-motion + offscreen-pause for the particle background.
+- Removed the unused `@ant-design/pro-components` dependency and stray `console.log`s.
+
+> Note: versions 0.0.2–0.0.11 were release-automation version bumps without dedicated changelog entries.
+
 ## [0.0.1] - 2025-12-27
 
 ### 🎉 Initial Release
diff --git a/README.md b/README.md
index b536834..48d660a 100644
--- a/README.md
+++ b/README.md
@@ -241,11 +241,11 @@ helm install opencost opencost/opencost -n opencost --create-namespace \
 
 ```bash
 # Install directly from GitHub Container Registry
-helm install bison oci://ghcr.io/supermarioyl/bison/bison \
+helm install bison oci://ghcr.io/supermarioyl/charts/bison \
   --namespace bison-system \
   --create-namespace \
   --set auth.enabled=true \
-  --version 0.0.2
+  --version 0.0.12
 ```
 
 > **Note:** Requires Helm >= 3.8.0 for OCI support
@@ -254,10 +254,10 @@ helm install bison oci://ghcr.io/supermarioyl/bison/bison \
 
 ```bash
 # Download Helm chart from GitHub Release
-wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
+wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.12/bison-0.0.12.tgz
 
 # Install from downloaded chart
-helm install bison bison-0.0.2.tgz \
+helm install bison bison-0.0.12.tgz \
   --namespace bison-system \
   --create-namespace \
   --set auth.enabled=true
@@ -286,7 +286,7 @@ kubectl get secret bison-auth -n bison-system -o jsonpath='{.data.password}' | b
 kubectl port-forward svc/bison-api 8080:8080 -n bison-system
 
 # Access API
-curl http://localhost:8080/api/v1/health
+curl http://localhost:8080/healthz
 ```
 
 ---
@@ -742,18 +742,19 @@ Bison Helm charts are distributed via **GitHub Container Registry (GHCR)** using
 
 ```bash
 # Install specific version directly from GHCR
-helm install my-bison oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
+helm install my-bison oci://ghcr.io/supermarioyl/charts/bison --version 0.0.12
 
 # Or pull the chart first, then install
-helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
-helm install my-bison bison-0.0.2.tgz
+helm pull oci://ghcr.io/supermarioyl/charts/bison --version 0.0.12
+helm install my-bison bison-0.0.12.tgz
 
 # Customize installation
-helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
-  --version 0.0.2 \
+helm install my-bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
   --namespace bison-system \
   --create-namespace \
-  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set dependencies.opencost.apiUrl=http://opencost.opencost.svc.cluster.local:9003 \
+  --set dependencies.opencost.enabled=true \
   --set auth.enabled=true
 ```
 
@@ -761,10 +762,10 @@ helm install my-bison oci://ghcr.io/supermarioyl/bison/bison \
 
 ```bash
 # Download chart from GitHub Releases
-wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.2/bison-0.0.2.tgz
+wget https://github.com/SuperMarioYL/Bison/releases/download/v0.0.12/bison-0.0.12.tgz
 
 # Install from downloaded file
-helm install my-bison bison-0.0.2.tgz \
+helm install my-bison bison-0.0.12.tgz \
   --namespace bison-system \
   --create-namespace
 ```
@@ -815,8 +816,8 @@ Bison uses automated GitHub Actions for releases:
 
 3. **Verify release**:
    - Check [GitHub Releases](https://github.com/SuperMarioYL/Bison/releases)
-   - Pull new images: `docker pull ghcr.io/supermarioyl/bison/api-server:0.0.2`
-   - Install chart: `helm install test oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2`
+   - Pull new images: `docker pull ghcr.io/supermarioyl/bison/api-server:0.0.12`
+   - Install chart: `helm install test oci://ghcr.io/supermarioyl/charts/bison --version 0.0.12`
 
 ## Project Structure
 
diff --git a/api-server/go.mod b/api-server/go.mod
index 5e13945..a7e009b 100644
--- a/api-server/go.mod
+++ b/api-server/go.mod
@@ -6,6 +6,7 @@ require (
 	github.com/gin-gonic/gin v1.9.1
 	github.com/golang-jwt/jwt/v5 v5.2.0
 	go.uber.org/zap v1.27.0
+	golang.org/x/crypto v0.18.0
 	k8s.io/api v0.29.1
 	k8s.io/apimachinery v0.29.1
 	k8s.io/client-go v0.29.1
@@ -16,6 +17,7 @@ require (
 	github.com/chenzhuoyu/base64x v0.0.0-20221115062448-fe3a3abad311 // indirect
 	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/emicklei/go-restful/v3 v3.11.0 // indirect
+	github.com/evanphx/json-patch v4.12.0+incompatible // indirect
 	github.com/gabriel-vasile/mimetype v1.4.2 // indirect
 	github.com/gin-contrib/sse v0.1.0 // indirect
 	github.com/go-logr/logr v1.4.1 // indirect
@@ -45,12 +47,12 @@ require (
 	github.com/onsi/ginkgo/v2 v2.15.0 // indirect
 	github.com/onsi/gomega v1.31.1 // indirect
 	github.com/pelletier/go-toml/v2 v2.0.8 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
 	github.com/twitchyliquid64/golang-asm v0.15.1 // indirect
 	github.com/ugorji/go/codec v1.2.11 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
 	golang.org/x/arch v0.3.0 // indirect
-	golang.org/x/crypto v0.18.0 // indirect
 	golang.org/x/net v0.20.0 // indirect
 	golang.org/x/oauth2 v0.12.0 // indirect
 	golang.org/x/sys v0.16.0 // indirect
diff --git a/api-server/go.sum b/api-server/go.sum
index 11d916a..c59e0ea 100644
--- a/api-server/go.sum
+++ b/api-server/go.sum
@@ -10,6 +10,8 @@ github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/emicklei/go-restful/v3 v3.11.0 h1:rAQeMHw1c7zTmncogyy8VvRZwtkmkZ4FxERmMY4rD+g=
 github.com/emicklei/go-restful/v3 v3.11.0/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
+github.com/evanphx/json-patch v4.12.0+incompatible h1:4onqiflcdA9EOZ4RxV643DvftH5pOlLGNtQ5lPWQu84=
+github.com/evanphx/json-patch v4.12.0+incompatible/go.mod h1:50XU6AFN0ol/bzJsmQLiYLvXMP4fmwYFNcr97nuDLSk=
 github.com/gabriel-vasile/mimetype v1.4.2 h1:w5qFW6JKBz9Y393Y4q372O9A7cUSequkh1Q7OhCmWKU=
 github.com/gabriel-vasile/mimetype v1.4.2/go.mod h1:zApsH/mKG4w07erKIaJPFiX0Tsq9BFQgN3qGY5GnNgA=
 github.com/gin-contrib/sse v0.1.0 h1:Y/yl/+YNO8GZSjAhjMsSuLt29uWRFHdHYUb5lYOV9qE=
@@ -97,6 +99,8 @@ github.com/onsi/gomega v1.31.1 h1:KYppCUK+bUgAZwHOu7EXVBKyQA6ILvOESHkn/tgoqvo=
 github.com/onsi/gomega v1.31.1/go.mod h1:y40C95dwAD1Nz36SsEnxvfFe8FFfNxzI5eJ0EYGyAy0=
 github.com/pelletier/go-toml/v2 v2.0.8 h1:0ctb6s9mE31h0/lhu+J6OPmVeDxJn+kYnJc2jZR9tGQ=
 github.com/pelletier/go-toml/v2 v2.0.8/go.mod h1:vuYfssBdrU2XDZ9bYydBu6t+6a6PYNcZljzZR9VXg+4=
+github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4=
+github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0=
 github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
 github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/rogpeppe/go-internal v1.10.0 h1:TMyTOH3F/DB16zRVcYyreMH6GnZZrwQVAoYjRBZyWFQ=
diff --git a/api-server/internal/k8s/client.go b/api-server/internal/k8s/client.go
index 59fb7c8..9be02e0 100644
--- a/api-server/internal/k8s/client.go
+++ b/api-server/internal/k8s/client.go
@@ -24,10 +24,19 @@ import (
 
 // Client wraps Kubernetes client operations
 type Client struct {
-	clientset     *kubernetes.Clientset
+	clientset     kubernetes.Interface
 	dynamicClient dynamic.Interface
 }
 
+// NewClientWithInterfaces builds a Client from pre-constructed clients.
+// It is primarily used to inject fake clients in unit tests.
+func NewClientWithInterfaces(clientset kubernetes.Interface, dynamicClient dynamic.Interface) *Client {
+	return &Client{
+		clientset:     clientset,
+		dynamicClient: dynamicClient,
+	}
+}
+
 // NewClient creates a new Kubernetes client
 func NewClient() (*Client, error) {
 	var config *rest.Config
@@ -52,6 +61,16 @@ func NewClient() (*Client, error) {
 		logger.Info("Using in-cluster config")
 	}
 
+	// Raise client-side rate limits well above the client-go default (5 QPS / 10 burst)
+	// so dashboard and billing list bursts are not serialized behind the throttler.
+	// Only override when the loaded config has not set explicit limits.
+	if config.QPS == 0 {
+		config.QPS = 50
+	}
+	if config.Burst == 0 {
+		config.Burst = 100
+	}
+
 	clientset, err := kubernetes.NewForConfig(config)
 	if err != nil {
 		logger.Error("Failed to create clientset", "error", err)
diff --git a/api-server/internal/scheduler/scheduler.go b/api-server/internal/scheduler/scheduler.go
index f7ab8d4..1011422 100644
--- a/api-server/internal/scheduler/scheduler.go
+++ b/api-server/internal/scheduler/scheduler.go
@@ -2,6 +2,7 @@ package scheduler
 
 import (
 	"context"
+	"math/rand"
 	"sync"
 	"time"
 
@@ -87,9 +88,40 @@ func (s *Scheduler) GetExecutions(limit int) []service.TaskExecution {
 	return result
 }
 
+// safeExecute runs a task body with panic recovery so a single failing task can
+// never take down the whole api-server process.
+func (s *Scheduler) safeExecute(name string, fn func()) {
+	defer func() {
+		if r := recover(); r != nil {
+			logger.Error("Scheduled task panicked and was recovered", "task", name, "panic", r)
+		}
+	}()
+	fn()
+}
+
+// sleepWithJitter waits a random duration in [0, max) to desynchronize task
+// firing across replicas, returning false if the scheduler is stopped meanwhile.
+func (s *Scheduler) sleepWithJitter(max time.Duration) bool {
+	if max <= 0 {
+		return true
+	}
+	timer := time.NewTimer(time.Duration(rand.Int63n(int64(max))))
+	defer timer.Stop()
+	select {
+	case <-s.stopCh:
+		return false
+	case <-timer.C:
+		return true
+	}
+}
+
 func (s *Scheduler) runBillingTask(ctx context.Context) {
 	defer s.wg.Done()
 
+	if !s.sleepWithJitter(60 * time.Second) {
+		return
+	}
+
 	ticker := time.NewTicker(1 * time.Hour)
 	defer ticker.Stop()
 
@@ -98,7 +130,7 @@ func (s *Scheduler) runBillingTask(ctx context.Context) {
 		case <-s.stopCh:
 			return
 		case <-ticker.C:
-			s.executeBillingTask(ctx)
+			s.safeExecute("billing", func() { s.executeBillingTask(ctx) })
 		}
 	}
 }
@@ -130,6 +162,10 @@ func (s *Scheduler) executeBillingTask(ctx context.Context) {
 func (s *Scheduler) runAutoRechargeTask(ctx context.Context) {
 	defer s.wg.Done()
 
+	if !s.sleepWithJitter(60 * time.Second) {
+		return
+	}
+
 	ticker := time.NewTicker(1 * time.Hour)
 	defer ticker.Stop()
 
@@ -138,7 +174,7 @@ func (s *Scheduler) runAutoRechargeTask(ctx context.Context) {
 		case <-s.stopCh:
 			return
 		case <-ticker.C:
-			s.executeAutoRechargeTask(ctx)
+			s.safeExecute("auto_recharge", func() { s.executeAutoRechargeTask(ctx) })
 		}
 	}
 }
@@ -170,6 +206,10 @@ func (s *Scheduler) executeAutoRechargeTask(ctx context.Context) {
 func (s *Scheduler) runAlertTask(ctx context.Context) {
 	defer s.wg.Done()
 
+	if !s.sleepWithJitter(30 * time.Second) {
+		return
+	}
+
 	ticker := time.NewTicker(15 * time.Minute)
 	defer ticker.Stop()
 
@@ -178,7 +218,7 @@ func (s *Scheduler) runAlertTask(ctx context.Context) {
 		case <-s.stopCh:
 			return
 		case <-ticker.C:
-			s.executeAlertTask(ctx)
+			s.safeExecute("alert_check", func() { s.executeAlertTask(ctx) })
 		}
 	}
 }
diff --git a/api-server/internal/service/balance_service.go b/api-server/internal/service/balance_service.go
index c07b463..64e9212 100644
--- a/api-server/internal/service/balance_service.go
+++ b/api-server/internal/service/balance_service.go
@@ -10,6 +10,7 @@ import (
 	corev1 "k8s.io/api/core/v1"
 	"k8s.io/apimachinery/pkg/api/errors"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/util/retry"
 
 	"github.com/bison/api-server/internal/k8s"
 	"github.com/bison/api-server/pkg/logger"
@@ -120,7 +121,9 @@ func (s *BalanceService) GetAllBalances(ctx context.Context) ([]*Balance, error)
 	return balances, nil
 }
 
-// Recharge adds balance to a team
+// Recharge adds balance to a team. The read-modify-write is performed under
+// optimistic-concurrency retry so concurrent recharges/deductions on the shared
+// balances ConfigMap cannot silently lose updates.
 func (s *BalanceService) Recharge(ctx context.Context, teamName string, amount float64, operator, remark string) error {
 	logger.Info("Recharging team", "team", teamName, "amount", amount, "operator", operator)
 
@@ -128,18 +131,11 @@ func (s *BalanceService) Recharge(ctx context.Context, teamName string, amount f
 		return fmt.Errorf("recharge amount must be positive")
 	}
 
-	// Get current balance
-	balance, err := s.GetBalance(ctx, teamName)
+	newAmount, err := s.applyBalanceDelta(ctx, teamName, amount)
 	if err != nil {
 		return err
 	}
 
-	// Update balance
-	newAmount := balance.Amount + amount
-	if err := s.updateBalance(ctx, teamName, newAmount); err != nil {
-		return err
-	}
-
 	// Record history
 	record := &RechargeRecord{
 		ID:        fmt.Sprintf("%d", time.Now().UnixNano()),
@@ -154,24 +150,19 @@ func (s *BalanceService) Recharge(ctx context.Context, teamName string, amount f
 	return s.addRechargeRecord(ctx, teamName, record)
 }
 
-// Deduct deducts balance from a team
-func (s *BalanceService) Deduct(ctx context.Context, teamName string, amount float64, reason string) error {
+// Deduct deducts balance from a team (negative balances are allowed) and returns
+// the balance AFTER the write, so callers do not need a second racy read to decide
+// suspension. The update is conflict-retried for concurrency safety.
+func (s *BalanceService) Deduct(ctx context.Context, teamName string, amount float64, reason string) (float64, error) {
 	logger.Info("Deducting from team", "team", teamName, "amount", amount, "reason", reason)
 
 	if amount <= 0 {
-		return fmt.Errorf("deduction amount must be positive")
+		return 0, fmt.Errorf("deduction amount must be positive")
 	}
 
-	// Get current balance
-	balance, err := s.GetBalance(ctx, teamName)
+	newAmount, err := s.applyBalanceDelta(ctx, teamName, -amount)
 	if err != nil {
-		return err
-	}
-
-	// Update balance (allow negative balance)
-	newAmount := balance.Amount - amount
-	if err := s.updateBalance(ctx, teamName, newAmount); err != nil {
-		return err
+		return 0, err
 	}
 
 	// Record history
@@ -185,7 +176,10 @@ func (s *BalanceService) Deduct(ctx context.Context, teamName string, amount flo
 		Balance:   newAmount,
 	}
 
-	return s.addRechargeRecord(ctx, teamName, record)
+	if err := s.addRechargeRecord(ctx, teamName, record); err != nil {
+		return newAmount, err
+	}
+	return newAmount, nil
 }
 
 // GetRechargeHistory returns recharge/deduction history for a team
@@ -297,18 +291,16 @@ func (s *BalanceService) ProcessAutoRecharge(ctx context.Context) error {
 			continue
 		}
 
-		logger.Info("Executing auto-recharge", "team", teamName, "amount", config.Amount)
-
-		// Get current balance
-		balance, err := s.GetBalance(ctx, teamName)
-		if err != nil {
-			logger.Error("Failed to get balance for auto-recharge", "team", teamName, "error", err)
+		if config.Amount <= 0 {
+			logger.Warn("Skipping auto-recharge with non-positive amount", "team", teamName, "amount", config.Amount)
 			continue
 		}
 
-		// Update balance
-		newAmount := balance.Amount + config.Amount
-		if err := s.updateBalance(ctx, teamName, newAmount); err != nil {
+		logger.Info("Executing auto-recharge", "team", teamName, "amount", config.Amount)
+
+		// Atomically add the recharge amount to the current balance.
+		newAmount, err := s.applyBalanceDelta(ctx, teamName, config.Amount)
+		if err != nil {
 			logger.Error("Failed to update balance for auto-recharge", "team", teamName, "error", err)
 			continue
 		}
@@ -372,64 +364,78 @@ func (s *BalanceService) GetTotalBalance(ctx context.Context) (float64, error) {
 
 // Helper methods
 
-func (s *BalanceService) updateBalance(ctx context.Context, teamName string, amount float64) error {
-	balance := &Balance{
-		TeamName:    teamName,
-		Amount:      amount,
-		LastUpdated: time.Now(),
-	}
-
-	data, err := json.Marshal(balance)
-	if err != nil {
-		return fmt.Errorf("failed to marshal balance: %w", err)
-	}
-
-	cm, err := s.getOrCreateConfigMap(ctx, BalancesConfigMap)
-	if err != nil {
-		return err
-	}
+// mutateConfigMap performs an optimistic-concurrency read-modify-write on a Bison
+// ConfigMap. It re-reads the ConfigMap and re-applies mutate on every resourceVersion
+// conflict, so concurrent writers (recharge, billing deduction, auto-recharge,
+// overdue marking) cannot silently lose each other's updates.
+func (s *BalanceService) mutateConfigMap(ctx context.Context, name string, mutate func(cm *corev1.ConfigMap) error) error {
+	return retry.RetryOnConflict(retry.DefaultRetry, func() error {
+		cm, err := s.getOrCreateConfigMap(ctx, name)
+		if err != nil {
+			return err
+		}
+		if cm.Data == nil {
+			cm.Data = make(map[string]string)
+		}
+		if err := mutate(cm); err != nil {
+			return err
+		}
+		// Use the raw client so a conflict error is returned unwrapped for RetryOnConflict.
+		return s.k8sClient.UpdateConfigMap(ctx, BisonNamespace, cm)
+	})
+}
 
-	if cm.Data == nil {
-		cm.Data = make(map[string]string)
-	}
-	cm.Data[teamName] = string(data)
+// applyBalanceDelta atomically adds delta (negative to deduct) to a team's balance,
+// preserving other persisted fields such as OverdueAt, and returns the new amount.
+func (s *BalanceService) applyBalanceDelta(ctx context.Context, teamName string, delta float64) (float64, error) {
+	var newAmount float64
+	err := s.mutateConfigMap(ctx, BalancesConfigMap, func(cm *corev1.ConfigMap) error {
+		balance := Balance{TeamName: teamName}
+		if existing, ok := cm.Data[teamName]; ok {
+			if err := json.Unmarshal([]byte(existing), &balance); err != nil {
+				return fmt.Errorf("failed to parse balance: %w", err)
+			}
+		}
+		balance.TeamName = teamName
+		balance.Amount += delta
+		balance.LastUpdated = time.Now()
 
-	return s.updateConfigMap(ctx, cm)
+		data, err := json.Marshal(&balance)
+		if err != nil {
+			return fmt.Errorf("failed to marshal balance: %w", err)
+		}
+		cm.Data[teamName] = string(data)
+		newAmount = balance.Amount
+		return nil
+	})
+	return newAmount, err
 }
 
 func (s *BalanceService) addRechargeRecord(ctx context.Context, teamName string, record *RechargeRecord) error {
-	cm, err := s.getOrCreateConfigMap(ctx, RechargeHistoryConfigMap)
-	if err != nil {
-		return err
-	}
-
-	var records []*RechargeRecord
-	if data, ok := cm.Data[teamName]; ok {
-		if err := json.Unmarshal([]byte(data), &records); err != nil {
-			logger.Warn("Failed to unmarshal existing history, starting fresh", "team", teamName)
-			records = []*RechargeRecord{}
+	return s.mutateConfigMap(ctx, RechargeHistoryConfigMap, func(cm *corev1.ConfigMap) error {
+		var records []*RechargeRecord
+		if data, ok := cm.Data[teamName]; ok {
+			if err := json.Unmarshal([]byte(data), &records); err != nil {
+				logger.Warn("Failed to unmarshal existing history, starting fresh", "team", teamName)
+				records = []*RechargeRecord{}
+			}
 		}
-	}
-
-	// Add new record
-	records = append(records, record)
-
-	// Keep only last 1000 records
-	if len(records) > 1000 {
-		records = records[len(records)-1000:]
-	}
 
-	data, err := json.Marshal(records)
-	if err != nil {
-		return fmt.Errorf("failed to marshal history: %w", err)
-	}
+		// Add new record
+		records = append(records, record)
 
-	if cm.Data == nil {
-		cm.Data = make(map[string]string)
-	}
-	cm.Data[teamName] = string(data)
+		// Keep only last 1000 records
+		if len(records) > 1000 {
+			records = records[len(records)-1000:]
+		}
 
-	return s.updateConfigMap(ctx, cm)
+		data, err := json.Marshal(records)
+		if err != nil {
+			return fmt.Errorf("failed to marshal history: %w", err)
+		}
+		cm.Data[teamName] = string(data)
+		return nil
+	})
 }
 
 func (s *BalanceService) getOrCreateConfigMap(ctx context.Context, name string) (*corev1.ConfigMap, error) {
@@ -534,30 +540,27 @@ func (s *BalanceService) CalculateDailyConsumption(ctx context.Context, teamName
 	return totalDeductions / daysWithData, nil
 }
 
-// SetOverdueAt records when a team first went into negative balance
+// SetOverdueAt records (or clears) when a team first went into negative balance.
+// The update is conflict-retried and preserves the current amount, so it cannot
+// clobber a concurrent deduction/recharge.
 func (s *BalanceService) SetOverdueAt(ctx context.Context, teamName string, overdueAt *time.Time) error {
-	balance, err := s.GetBalance(ctx, teamName)
-	if err != nil {
-		return err
-	}
-
-	balance.OverdueAt = overdueAt
-	data, err := json.Marshal(balance)
-	if err != nil {
-		return fmt.Errorf("failed to marshal balance: %w", err)
-	}
-
-	cm, err := s.getOrCreateConfigMap(ctx, BalancesConfigMap)
-	if err != nil {
-		return err
-	}
-
-	if cm.Data == nil {
-		cm.Data = make(map[string]string)
-	}
-	cm.Data[teamName] = string(data)
+	return s.mutateConfigMap(ctx, BalancesConfigMap, func(cm *corev1.ConfigMap) error {
+		balance := Balance{TeamName: teamName}
+		if existing, ok := cm.Data[teamName]; ok {
+			if err := json.Unmarshal([]byte(existing), &balance); err != nil {
+				return fmt.Errorf("failed to parse balance: %w", err)
+			}
+		}
+		balance.TeamName = teamName
+		balance.OverdueAt = overdueAt
 
-	return s.updateConfigMap(ctx, cm)
+		data, err := json.Marshal(&balance)
+		if err != nil {
+			return fmt.Errorf("failed to marshal balance: %w", err)
+		}
+		cm.Data[teamName] = string(data)
+		return nil
+	})
 }
 
 // GetBalanceWithEstimate returns the balance with consumption and estimated overdue time calculated
diff --git a/api-server/internal/service/balance_service_test.go b/api-server/internal/service/balance_service_test.go
new file mode 100644
index 0000000..032b5d8
--- /dev/null
+++ b/api-server/internal/service/balance_service_test.go
@@ -0,0 +1,198 @@
+package service
+
+import (
+	"context"
+	"fmt"
+	"strconv"
+	"sync"
+	"testing"
+	"time"
+
+	corev1 "k8s.io/api/core/v1"
+	apierrors "k8s.io/apimachinery/pkg/api/errors"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/apimachinery/pkg/runtime"
+	"k8s.io/apimachinery/pkg/runtime/schema"
+	k8sfake "k8s.io/client-go/kubernetes/fake"
+	k8stesting "k8s.io/client-go/testing"
+
+	"github.com/bison/api-server/internal/k8s"
+)
+
+func newTestBalanceService() *BalanceService {
+	cs := k8sfake.NewSimpleClientset()
+	client := k8s.NewClientWithInterfaces(cs, nil)
+	return NewBalanceService(client)
+}
+
+// installOptimisticConcurrency makes the fake clientset enforce resourceVersion on
+// ConfigMap update so it behaves like etcd. Without this the default fake silently
+// accepts stale writes and the RetryOnConflict path is never exercised. The tracker
+// is the single source of truth for the current resourceVersion.
+func installOptimisticConcurrency(cs *k8sfake.Clientset) {
+	var mu sync.Mutex
+
+	cs.PrependReactor("update", "configmaps", func(action k8stesting.Action) (bool, runtime.Object, error) {
+		cm := action.(k8stesting.UpdateAction).GetObject().(*corev1.ConfigMap).DeepCopy()
+		mu.Lock()
+		defer mu.Unlock()
+
+		existing, err := cs.Tracker().Get(action.GetResource(), action.GetNamespace(), cm.Name)
+		if err != nil {
+			return true, nil, err
+		}
+		existingCM := existing.(*corev1.ConfigMap)
+		if cm.ResourceVersion != existingCM.ResourceVersion {
+			return true, nil, apierrors.NewConflict(
+				schema.GroupResource{Resource: "configmaps"}, cm.Name,
+				fmt.Errorf("resourceVersion conflict"))
+		}
+
+		rv, _ := strconv.Atoi(existingCM.ResourceVersion)
+		cm.ResourceVersion = strconv.Itoa(rv + 1)
+		if err := cs.Tracker().Update(action.GetResource(), cm, action.GetNamespace()); err != nil {
+			return true, nil, err
+		}
+		return true, cm, nil
+	})
+}
+
+func seedConfigMap(name string) *corev1.ConfigMap {
+	return &corev1.ConfigMap{
+		ObjectMeta: metav1.ObjectMeta{Name: name, Namespace: BisonNamespace, ResourceVersion: "1"},
+		Data:       map[string]string{},
+	}
+}
+
+func TestRechargeThenDeduct(t *testing.T) {
+	svc := newTestBalanceService()
+	ctx := context.Background()
+
+	if err := svc.Recharge(ctx, "team-a", 100, "admin", "init"); err != nil {
+		t.Fatalf("Recharge: %v", err)
+	}
+
+	bal, err := svc.GetBalance(ctx, "team-a")
+	if err != nil {
+		t.Fatalf("GetBalance: %v", err)
+	}
+	if bal.Amount != 100 {
+		t.Fatalf("after recharge: got %v, want 100", bal.Amount)
+	}
+
+	newBal, err := svc.Deduct(ctx, "team-a", 30, "usage")
+	if err != nil {
+		t.Fatalf("Deduct: %v", err)
+	}
+	if newBal != 70 {
+		t.Fatalf("Deduct returned %v, want 70", newBal)
+	}
+
+	bal, _ = svc.GetBalance(ctx, "team-a")
+	if bal.Amount != 70 {
+		t.Fatalf("stored balance %v, want 70", bal.Amount)
+	}
+
+	recs, err := svc.GetRechargeHistory(ctx, "team-a", 0)
+	if err != nil {
+		t.Fatalf("GetRechargeHistory: %v", err)
+	}
+	if len(recs) != 2 {
+		t.Fatalf("history records = %d, want 2", len(recs))
+	}
+}
+
+func TestDeductAllowsNegativeBalance(t *testing.T) {
+	svc := newTestBalanceService()
+	ctx := context.Background()
+
+	if err := svc.Recharge(ctx, "team-a", 10, "admin", ""); err != nil {
+		t.Fatal(err)
+	}
+	newBal, err := svc.Deduct(ctx, "team-a", 25, "usage")
+	if err != nil {
+		t.Fatalf("Deduct: %v", err)
+	}
+	if newBal != -15 {
+		t.Fatalf("Deduct returned %v, want -15", newBal)
+	}
+}
+
+func TestRechargeRejectsNonPositive(t *testing.T) {
+	svc := newTestBalanceService()
+	ctx := context.Background()
+
+	if err := svc.Recharge(ctx, "team-a", 0, "admin", ""); err == nil {
+		t.Fatal("Recharge(0) should error")
+	}
+	if err := svc.Recharge(ctx, "team-a", -5, "admin", ""); err == nil {
+		t.Fatal("Recharge(-5) should error")
+	}
+	if _, err := svc.Deduct(ctx, "team-a", 0, "usage"); err == nil {
+		t.Fatal("Deduct(0) should error")
+	}
+}
+
+// TestDeductPreservesOverdueAt guards the regression where a deduction overwrote
+// the whole Balance object and silently wiped OverdueAt, which would reset the
+// grace-period clock on every billing cycle and prevent suspension.
+func TestDeductPreservesOverdueAt(t *testing.T) {
+	svc := newTestBalanceService()
+	ctx := context.Background()
+
+	if err := svc.Recharge(ctx, "team-a", 10, "admin", ""); err != nil {
+		t.Fatal(err)
+	}
+	overdue := time.Now().Add(-2 * time.Hour).Truncate(time.Second)
+	if err := svc.SetOverdueAt(ctx, "team-a", &overdue); err != nil {
+		t.Fatal(err)
+	}
+
+	if _, err := svc.Deduct(ctx, "team-a", 50, "usage"); err != nil {
+		t.Fatal(err)
+	}
+
+	bal, _ := svc.GetBalance(ctx, "team-a")
+	if bal.OverdueAt == nil {
+		t.Fatal("OverdueAt was wiped by Deduct")
+	}
+	if !bal.OverdueAt.Equal(overdue) {
+		t.Fatalf("OverdueAt = %v, want %v", bal.OverdueAt, overdue)
+	}
+	if bal.Amount != -40 {
+		t.Fatalf("amount = %v, want -40", bal.Amount)
+	}
+}
+
+// TestConcurrentRecharge exercises the optimistic-concurrency retry path against a
+// fake that enforces resourceVersion. Each Recharge re-reads, recomputes and
+// re-writes under retry.RetryOnConflict, so the final balance must equal the sum of
+// all operations with no lost updates. Contention is kept within DefaultRetry's
+// budget (5 attempts) by using a small number of writers.
+func TestConcurrentRecharge(t *testing.T) {
+	cs := k8sfake.NewSimpleClientset(seedConfigMap(BalancesConfigMap), seedConfigMap(RechargeHistoryConfigMap))
+	installOptimisticConcurrency(cs)
+	svc := NewBalanceService(k8s.NewClientWithInterfaces(cs, nil))
+	ctx := context.Background()
+
+	const n = 4
+	var wg sync.WaitGroup
+	wg.Add(n)
+	for i := 0; i < n; i++ {
+		go func() {
+			defer wg.Done()
+			if err := svc.Recharge(ctx, "team-a", 5, "admin", "concurrent"); err != nil {
+				t.Errorf("Recharge: %v", err)
+			}
+		}()
+	}
+	wg.Wait()
+
+	bal, err := svc.GetBalance(ctx, "team-a")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if bal.Amount != float64(n*5) {
+		t.Fatalf("concurrent recharge total = %v, want %v (lost update)", bal.Amount, n*5)
+	}
+}
diff --git a/api-server/internal/service/billing_service.go b/api-server/internal/service/billing_service.go
index 57924af..6f60e88 100644
--- a/api-server/internal/service/billing_service.go
+++ b/api-server/internal/service/billing_service.go
@@ -7,7 +7,6 @@ import (
 	"strconv"
 	"time"
 
-	appsv1 "k8s.io/api/apps/v1"
 	corev1 "k8s.io/api/core/v1"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 
@@ -200,39 +199,49 @@ func (s *BillingService) ProcessBilling(ctx context.Context) error {
 		}
 
 		reason := fmt.Sprintf("Usage billing for %s", window)
-		if err := s.balanceSvc.Deduct(ctx, teamName, cost, reason); err != nil {
+		// Deduct returns the authoritative post-write balance, so the suspension
+		// decision below is no longer based on a racy second read.
+		newBalance, err := s.balanceSvc.Deduct(ctx, teamName, cost, reason)
+		if err != nil {
 			logger.Error("Failed to deduct balance", "team", teamName, "cost", cost, "error", err)
 			continue
 		}
 
-		// Check if team is now in debt
-		balance, _ := s.balanceSvc.GetBalance(ctx, teamName)
-		if balance != nil && balance.Amount < 0 {
-			logger.Warn("Team is in debt", "team", teamName, "balance", balance.Amount)
+		if newBalance < 0 {
+			logger.Warn("Team is in debt", "team", teamName, "balance", newBalance)
 
-			// Record when balance first went negative
-			if balance.OverdueAt == nil {
+			// Determine the overdue start time, preserving any existing marker so the
+			// grace period is measured from when the balance first went negative.
+			cur, err := s.balanceSvc.GetBalance(ctx, teamName)
+			if err != nil {
+				logger.Error("Failed to read balance for overdue check", "team", teamName, "error", err)
+				continue
+			}
+			overdueAt := cur.OverdueAt
+			if overdueAt == nil {
 				now := time.Now()
-				if err := s.balanceSvc.SetOverdueAt(ctx, teamName, &now); err != nil {
+				overdueAt = &now
+				if err := s.balanceSvc.SetOverdueAt(ctx, teamName, overdueAt); err != nil {
 					logger.Error("Failed to set overdue time", "team", teamName, "error", err)
 				}
-				balance.OverdueAt = &now
 			}
 
 			// Check if grace period has passed
-			if s.isGracePeriodExpired(config, balance.OverdueAt) {
-				logger.Warn("Grace period expired, suspending team", "team", teamName, "overdueAt", balance.OverdueAt)
+			if s.isGracePeriodExpired(config, overdueAt) {
+				logger.Warn("Grace period expired, suspending team", "team", teamName, "overdueAt", overdueAt)
 				if err := s.SuspendTeam(ctx, teamName); err != nil {
 					logger.Error("Failed to suspend team", "team", teamName, "error", err)
 				}
 			} else {
-				remaining := s.balanceSvc.CalculateGraceRemaining(balance.OverdueAt, config.GracePeriodValue, config.GracePeriodUnit)
+				remaining := s.balanceSvc.CalculateGraceRemaining(overdueAt, config.GracePeriodValue, config.GracePeriodUnit)
 				logger.Info("Team in grace period", "team", teamName, "remaining", remaining)
 			}
-		} else if balance != nil && balance.Amount >= 0 && balance.OverdueAt != nil {
-			// Balance is positive again, clear overdue time
-			if err := s.balanceSvc.SetOverdueAt(ctx, teamName, nil); err != nil {
-				logger.Error("Failed to clear overdue time", "team", teamName, "error", err)
+		} else {
+			// Balance is non-negative again, clear any overdue marker.
+			if cur, err := s.balanceSvc.GetBalance(ctx, teamName); err == nil && cur.OverdueAt != nil {
+				if err := s.balanceSvc.SetOverdueAt(ctx, teamName, nil); err != nil {
+					logger.Error("Failed to clear overdue time", "team", teamName, "error", err)
+				}
 			}
 		}
 	}
@@ -639,6 +648,3 @@ func (s *BillingService) scaleUpNamespace(ctx context.Context, namespace string)
 
 	return nil
 }
-
-// Unused import fix
-var _ = appsv1.Deployment{}
diff --git a/api-server/internal/service/billing_service_test.go b/api-server/internal/service/billing_service_test.go
new file mode 100644
index 0000000..49eee66
--- /dev/null
+++ b/api-server/internal/service/billing_service_test.go
@@ -0,0 +1,112 @@
+package service
+
+import (
+	"context"
+	"encoding/json"
+	"testing"
+	"time"
+
+	corev1 "k8s.io/api/core/v1"
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	k8sfake "k8s.io/client-go/kubernetes/fake"
+
+	"github.com/bison/api-server/internal/k8s"
+	"github.com/bison/api-server/internal/opencost"
+)
+
+func newTestBillingService(resourceConfigs []ResourceDefinition) *BillingService {
+	data, _ := json.Marshal(resourceConfigs)
+	cm := &corev1.ConfigMap{
+		ObjectMeta: metav1.ObjectMeta{
+			Name:      ResourceConfigName,
+			Namespace: ResourceConfigNamespace,
+		},
+		Data: map[string]string{ResourceConfigDataKey: string(data)},
+	}
+	cs := k8sfake.NewSimpleClientset(cm)
+	client := k8s.NewClientWithInterfaces(cs, nil)
+	rcSvc := NewResourceConfigService(client)
+	balSvc := NewBalanceService(client)
+	return NewBillingService(client, nil, balSvc, nil, nil, rcSvc)
+}
+
+func TestCalculateCostWithConfiguredPrices(t *testing.T) {
+	svc := newTestBillingService([]ResourceDefinition{
+		{Name: "cpu", Enabled: true, Price: 0.1, Category: CategoryCompute},
+		{Name: "memory", Enabled: true, Price: 0.05, Category: CategoryMemory},
+		{Name: "nvidia.com/gpu", Enabled: true, Price: 8, Category: CategoryAccelerator},
+	})
+
+	config := &BillingConfig{Enabled: true}
+	alloc := &opencost.Allocation{
+		CPUCoreHours: 10,
+		RAMGBHours:   20,
+		GPUHours:     2,
+		// Fallback costs that must be ignored when a configured price exists.
+		CPUCost: 999,
+		RAMCost: 999,
+		GPUCost: 999,
+	}
+
+	got := svc.calculateCost(context.Background(), config, alloc)
+	want := 10*0.1 + 20*0.05 + 2*8.0 // 1 + 1 + 16 = 18
+	if got != want {
+		t.Fatalf("calculateCost = %v, want %v", got, want)
+	}
+}
+
+func TestCalculateCostFallsBackToAllocationCost(t *testing.T) {
+	// No enabled/priced resources configured -> use OpenCost's own cost numbers.
+	svc := newTestBillingService([]ResourceDefinition{})
+
+	config := &BillingConfig{Enabled: true}
+	alloc := &opencost.Allocation{
+		CPUCost: 1.5,
+		RAMCost: 2.5,
+		GPUCost: 6.0,
+	}
+
+	got := svc.calculateCost(context.Background(), config, alloc)
+	want := 1.5 + 2.5 + 6.0
+	if got != want {
+		t.Fatalf("calculateCost fallback = %v, want %v", got, want)
+	}
+}
+
+func TestCalculateCostDisabledReturnsTotalCost(t *testing.T) {
+	svc := newTestBillingService([]ResourceDefinition{})
+
+	alloc := &opencost.Allocation{TotalCost: 42}
+	if got := svc.calculateCost(context.Background(), nil, alloc); got != 42 {
+		t.Fatalf("calculateCost(nil config) = %v, want 42", got)
+	}
+	if got := svc.calculateCost(context.Background(), &BillingConfig{Enabled: false}, alloc); got != 42 {
+		t.Fatalf("calculateCost(disabled) = %v, want 42", got)
+	}
+}
+
+func TestIsGracePeriodExpired(t *testing.T) {
+	s := &BillingService{}
+	recent := time.Now().Add(-1 * time.Hour)
+	old := time.Now().Add(-72 * time.Hour)
+
+	cases := []struct {
+		name      string
+		cfg       *BillingConfig
+		overdueAt *time.Time
+		want      bool
+	}{
+		{"nil overdue", &BillingConfig{GracePeriodValue: 1, GracePeriodUnit: "days"}, nil, false},
+		{"within hours", &BillingConfig{GracePeriodValue: 24, GracePeriodUnit: "hours"}, &recent, false},
+		{"expired hours", &BillingConfig{GracePeriodValue: 1, GracePeriodUnit: "hours"}, &recent, true},
+		{"within days", &BillingConfig{GracePeriodValue: 7, GracePeriodUnit: "days"}, &old, false},
+		{"expired days", &BillingConfig{GracePeriodValue: 1, GracePeriodUnit: "days"}, &old, true},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			if got := s.isGracePeriodExpired(tc.cfg, tc.overdueAt); got != tc.want {
+				t.Fatalf("isGracePeriodExpired = %v, want %v", got, tc.want)
+			}
+		})
+	}
+}
diff --git a/api-server/internal/service/main_test.go b/api-server/internal/service/main_test.go
new file mode 100644
index 0000000..c0d86b0
--- /dev/null
+++ b/api-server/internal/service/main_test.go
@@ -0,0 +1,15 @@
+package service
+
+import (
+	"os"
+	"testing"
+
+	"github.com/bison/api-server/pkg/logger"
+)
+
+// TestMain initializes the package-level logger so service tests that log do not
+// hit a nil SugaredLogger.
+func TestMain(m *testing.M) {
+	logger.Init(false)
+	os.Exit(m.Run())
+}
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 6169521..4e3b571 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.11
-appVersion: "0.0.11"
+version: 0.0.12
+appVersion: "0.0.12"
 keywords:
   - gpu
   - billing
diff --git a/deploy/charts/bison/values.yaml b/deploy/charts/bison/values.yaml
index 424581d..5282d46 100644
--- a/deploy/charts/bison/values.yaml
+++ b/deploy/charts/bison/values.yaml
@@ -42,7 +42,11 @@ dependencies:
 # API Server configuration
 apiServer:
   enabled: true
-  replicaCount: 2
+  # NOTE: keep this at 1 until scheduler leader election is implemented.
+  # The api-server runs the billing/auto-recharge/alert scheduler; running more
+  # than one replica would execute those tasks once per replica and double-bill
+  # tenants. See docs/optimization-roadmap.md (主题 1) before scaling up.
+  replicaCount: 1
   image:
     repository: bison/api-server
     tag: "" # Defaults to Chart.AppVersion if empty
diff --git a/docs/optimization-roadmap.md b/docs/optimization-roadmap.md
new file mode 100644
index 0000000..19d3ad5
--- /dev/null
+++ b/docs/optimization-roadmap.md
@@ -0,0 +1,195 @@
+# Bison 持续优化路线图
+
+> 基于一次覆盖后端、前端、官网、文档、DevOps、测试的综合优化审计整理（多 agent 并行审计 + 对抗式验证，共 89 条发现）。
+> 生成时间：2026-06-19 · 审计基线版本 **0.0.11**（`deploy/charts/bison/Chart.yaml`、`web-ui/package.json`、`website/versions.json` 一致；唯一例外是 UI 页脚仍硬编码 `v3.0.0`，本次迭代已修复）。
+
+## 概览
+
+本路线图把 89 条已验证发现归并为 **9 个主题**，按「影响 / 工作量」排序为「快赢 → 战略」两档。整体判断：
+
+- **最危险的是一簇资金正确性 + 并发缺陷**：余额/计费状态存在共享 ConfigMap，read-modify-write 无 ResourceVersion 冲突重试（`api-server/internal/k8s/client.go` 的 `UpdateConfigMap` 为裸 `Update`，全仓无 `RetryOnConflict`），而调度器在 `replicaCount: 2`（`deploy/charts/bison/values.yaml`）下**无 leader election**，每个副本独立跑小时计费/自动充值/告警 —— 客户被按副本数重复扣费、并发充值丢更新。这两条必须最先处理。
+- **一组纯文档错误以极低成本拦住所有新用户**：OCI chart 路径写成 `oci://ghcr.io/supermarioyl/bison/bison`，而 CI 实际推送到 `oci://ghcr.io/supermarioyl/charts/bison`；健康检查文档指向不存在的 `/api/v1/health`（实际 `/healthz`）；版本停留 0.0.2/0.0.1；OpenCost 命名空间在 chart 默认（`opencost`）与官网（`opencost-system`）间不一致。
+- **官网正在迭代**：emoji 图标、缺失能力展示、缺失截图、版本错印、homepage i18n、社交卡尺寸、SEO 收尾，已抽成独立的「本次迭代清单」。
+- **测试是 0**：后端 0 个 `*_test.go`，前端仅 `1+1==2`，CI 测试任务空跑报绿，所有金额逻辑无回归安全网。
+
+---
+
+## 优化主题
+
+### 主题 1 · 资金正确性与并发安全
+
+| 问题 | 影响 | 建议 | 优先级 | 工作量 |
+|---|---|---|---|---|
+| 调度器在每个副本无 leader election（`scheduler.go` 裸 ticker，`replicaCount:2`） | 按副本数重复扣费/重复自动充值/重复告警 —— 资金错误 | 立即将 `values.yaml` replicaCount 设 1 止血；用 `client-go` leaderelection Lease 根治，或拆成单副本 Deployment/CronJob | P0 | M（止血 S） |
+| 余额 ConfigMap read-modify-write 无冲突重试（`balance_service.go`、`k8s/client.go`） | 并发充值与计费扣费丢更新，余额静默腐蚀，无审计差额 | `Recharge/Deduct/addRechargeRecord/SetOverdueAt` 包入 `retry.RetryOnConflict`，循环内重读重算重写 | P0 | M |
+| ProcessBilling 扣费后独立再读余额做停机判断，且丢弃错误（`billing_service.go` `balance, _ := ...GetBalance`） | 基于陈旧/竞态值错误停机：deployment/statefulset 缩 0、删孤儿 pod | 让 `Deduct` 返回写后余额供判断；停止吞错；与上条乐观锁配合 | P0 | M |
+| 计费窗口由 `config.Interval` 决定但 ticker 硬编码 1h（`scheduler.go` vs `billing_service.go`） | Interval≠1 时每小时按 Interval 小时扣费，严重超收 | ticker 周期由 Interval 驱动，或固定查 1h 窗口；加校验；记录 last-billed 时间戳防重启重扣 | P1 | S |
+| `CalculateDailyConsumption` 分母取最近 100 条任意类型记录的最旧时间（`balance_service.go`） | 烧钱速率被低估约 6x，欠费预计时间高估 | 分母改为窗口内 deduction 记录的实际跨度（≤7 天 + 下限） | P1 | S |
+| suspend/resume 依赖 `original-replicas` 注解，二次缩容丢副本数（`billing_service.go`） | 恢复后工作负载回到 0 副本 | suspend 前查 `team.Suspended` 只缩一次；per-object Update 包 RetryOnConflict | P2 | M |
+| `GetCostTrend` 按位置索引映射 OpenCost 日桶（`opencost/client.go`） | 成本错位到错误日期或被静默置 0 | 按每桶 `Window.Start` 解析日期建趋势 | P2 | M |
+
+### 主题 2 · 安全加固
+
+| 问题 | 影响 | 建议 | 优先级 | 工作量 |
+|---|---|---|---|---|
+| 鉴权默认关闭 + admin/admin + 硬编码 JWS 密钥（`config.go`） | 财务+集群控制面开箱即用零鉴权；token 可伪造 | 默认开启鉴权；启动时拒绝内置默认密钥/密码；无密钥时随机生成 | P0 | S |
+| `helm upgrade` 每次 `randAlphaNum` 重生成密码与 JWT（`secret.yaml`） | 每次升级踢出所有用户、admin 密码静默改变 | 用 `lookup` 复用已存在 Secret，仅首装生成；可加 `resource-policy: keep` | P0 | S |
+| 登录无限流、明文非常量时间比较（`auth.go`） | admin 密码可全速暴力破解 | per-IP 限流 + 退避；`crypto/subtle.ConstantTimeCompare` | P1 | S |
+| CORS `Allow-Origin: *` 且允许 Authorization 头（`main.go`） | 任意站点可发起带凭证跨域请求 | 收紧为可配置 allowlist（Bison UI origin） | P2 | S |
+| Onboarding/控制面 SSH 配置零校验（`onboarding.go`） | 配合鉴权关闭可在节点/控制面跑攻击者命令 | 校验 host/user 非空、host allowlist/CIDR、端口范围、脚本约束；限管理员可达 | P1 | M |
+| API ClusterRole 过权：clusterrolebindings 写、node patch、namespace 增删（`rbac.yaml`） | api-server 被攻破≈集群管理员提权 | 去掉 clusterrolebindings 写（除非必需），node 写与最宽 verb 用 values 开关收口，拆 ClusterRole + per-ns Role | P2 | M |
+
+### 主题 3 · 后端性能与 K8s/OpenCost 访问模式
+
+| 问题 | 影响 | 建议 | 优先级 | 工作量 |
+|---|---|---|---|---|
+| client-go 默认 5 QPS 无 informer 缓存（`k8s/client.go`） | 请求在客户端限流后串行，延迟随集群规模线性增长 | 设 `config.QPS=50`/`Burst=100`；为 namespaces/pods/nodes/tenants 引入 SharedInformerFactory + lister | P1 | L |
+| OpenCost 查询无缓存，仪表盘多端点重复查同窗口（`opencost/client.go`、`stats.go`） | 并发用户成倍放大 OpenCost 负载，仪表盘慢 | 加 30-60s TTL 缓存（按 window+aggregate+filter）+ singleflight 合并并发 | P1 | M |
+| `TenantService.List` 每团队按 namespace 逐个列 pod（`tenant_service.go`） | `/teams`、`/stats/overview`、`/stats/quota-alerts` 每次 O(团队×ns×pod) | 单次集群级 ListPods 后内存分桶；或 `?usage=true` 让用量按需 | P1 | M |
+| `ListTeams` 逐团队算 OpenCost 用量后丢弃（`team.go` `_ = usage`） | 纯浪费的 N 次 OpenCost+tenant 扫描 | 删除该循环，或单次 `GetTeamUsage` 合并入响应 | P1 | S |
+| 计费 nsToTeam 逐团队 `ListByTeam` 且吞错（`billing_service.go`） | 列举失败的团队被静默不计费 | 单次 `ListTenants` 用 status.namespaces 构图；记录而非吞错 | P1 | S |
+| `calculateCost` 每行重读资源配置（`billing_service.go`） | 每个 allocation 一次 ConfigMap 读 | 每次计费操作读一次配置，预建价格表传入 | P1 | S |
+| Summary/团队账单每 namespace 一次 OpenCost 查询（`report_service.go`、`billing_service.go`） | T×P 次串行 HTTP，报表生成随项目数变慢 | 一次 `GetAllocationByNamespace(window)` 建 ns→allocation 映射后内存聚合 | P2 | M |
+| 列表无分页（`team.go`/`project.go`/`user.go`） | 大部署返回大而慢的载荷且无法分页 | 仿 `audit.go` 加 page/pageSize + total | P2 | M |
+| 无 per-request/调度器超时（`main.go`、`k8s/client.go`） | K8s/OpenCost 卡住时 goroutine 与连接泄漏 | 中间件包 `context.WithTimeout`(20-25s)；设 `rest.Config.Timeout`；调度每轮加超时 | P2 | M |
+| 调度器 goroutine 无 panic 恢复/无首跑/无 jitter（`scheduler.go`） | 一次 panic 拖垮整进程；多副本同刻齐发踩踏 | 每任务 defer/recover + 随机 jitter + 启动后首跑 | P1 | S |
+
+### 主题 4 · 前端性能与健壮性
+
+| 问题 | 影响 | 建议 | 优先级 | 工作量 |
+|---|---|---|---|---|
+| 无路由级代码分割，echarts 全量进主包（`App.tsx`、`NodeDetail.tsx`、`vite.config.ts`） | 所有会话首屏都下载只 NodeDetail 用的 ~1MB echarts | 路由 `React.lazy`+`Suspense`；`build.rollupOptions.output.manualChunks` 拆 react/antd/echarts | P1 | M |
+| 无 ErrorBoundary，query 读错误未处理 | 渲染异常白屏；读失败页面静默空白/无重试 | 顶层 ErrorBoundary 包 `<Routes>`；共享 `isError/error`→Alert/Result+refetch | P1 | M |
+| `@ant-design/pro-components` 声明却零引用（2.7MB） | 拖慢安装、有误入包风险 | 从 `package.json` 移除并更新 CLAUDE.md 表述 | P1 | S |
+| ProjectList/TeamList 逐行 N+1 query 无分页门（`ProjectList.tsx`、`TeamList.tsx`） | 50 项目=100 次后端调用/页 | 用分页切片驱动 useQueries，或批量后端端点，至少加 `enabled` | P2 | M |
+| Auth/Theme context value 每次渲染新对象（`AuthContext.tsx`、`ThemeContext.tsx`、`main.tsx`） | 所有消费者及整套 antd 主题级联重渲染 | provider value 用 useMemo；`main.tsx` theme token useMemo([isDark]) | P2 | S |
+| NodeDetail 每次渲染重建 8+ echarts option（`NodeDetail.tsx`，无 useMemo） | 隐藏 tab 也计算时序 map | 各 option useMemo 按 metric 切片；可 `destroyInactiveTabPane` | P2 | M |
+| Dashboard 6 路轮询冗余、全局 staleTime 30s 偏激进 | 后台稳定网络负载 | `refetchIntervalInBackground:false`；合并低频概览轮询；分级 staleTime | P3 | S |
+| Dashboard 列定义/渲染闭包每次（含轮询）重建（`Dashboard/index.tsx`） | 每次轮询全表重渲染 | 列数组 useMemo、helper useCallback | P3 | S |
+
+### 主题 5 · 前端质量、可访问性与一致性
+
+| 问题 | 影响 | 建议 | 优先级 | 工作量 |
+|---|---|---|---|---|
+| 错误提取串复制 13 处、无 utils 目录 | 后端错误信封一变需改 13 处 | 加 `src/utils/error.ts` 的 `getApiErrorMessage(err, fallback)` | P2 | S |
+| `error:any` 12 处破坏 strict 模式 | 在处理不可信响应的路径上失去类型安全 | 改 `unknown`/`AxiosError<{error?:string}>`；eslint 禁 explicit-any | P2 | S |
+| 硬编码十六进制色不随暗色主题（`Dashboard`、`ResourceQuotaInput`、`NodeDetail` echarts） | 暗色下 `#999` 文本/弱阴影/图表轴对比度差 | 用 `theme.useToken()` 或 `var(--*)`；echarts 读 `isDark` 派生轴/文本色 | P2 | M |
+| `<a onClick>` 无 href 共 10 处 | 非 tab 可达、无法 Enter/Space、不能新开 | 用 react-router `<Link>` 或 `Typography.Link` | P2 | S |
+| Dashboard 硬编码 `$` 而非 `currencySymbol` | CNY/¥ 部署仪表盘显示 $ | 取 billingConfig + 抽 `formatCurrency(value,symbol)` | P2 | S |
+| dayjs 插件/locale 每文件重复 bootstrap（3 文件） | 第四个页面易漏配 | 在 `main.tsx`/`lib/dayjs.ts` 统一一次 | P3 | S |
+| 残留 `console.log`（`ResourceConfig.tsx`） | 生产控制台泄漏内部数据形状 | 删除；加 eslint `no-console`（留 warn/error） | P3 | S |
+| 无 i18n 层，UI 文案全内联中文 | 无法本地化/集中措辞 | 若需多语引 react-i18next；否则至少集中重复标签/toast 前缀 | P3 | L |
+
+### 主题 6 · 文档与安装链路正确性
+
+| 问题 | 影响 | 建议 | 优先级 | 工作量 |
+|---|---|---|---|---|
+| OCI chart 路径错误 `bison/bison`（应 `charts/bison`） | 主推荐安装命令 not found 全失败 | 全量替换为 `oci://ghcr.io/supermarioyl/charts/bison`；加 CI grep 校验与 release.yml 一致 | P0 | S |
+| 健康检查文档 `/api/v1/health` 不存在（实际 `/healthz`/`/readyz`） | 首装验证步骤返回 404，误判安装失败 | 改 `curl .../healthz` | P1 | S |
+| 版本停留 0.0.2/镜像 0.0.1（实际 0.0.11） | 装到陈旧版本、示例内部不一致 | 改用 VERSION 变量/最新版；release 工作流模板化注入防漂移 | P1 | S |
+| intro.md Option A 用 github.io helm repo（CI 从不发布该 index） | 第一个安装方法即失败 | 重写为 OCI；清理别名命令 | P0 | S |
+| values 键名虚构：`opencost.url`/`apiServer.replicas`/`auth.oidc`/`clusterName` | `--set` 静默 no-op：OpenCost 错指、计费无数据 | 改正键名；移除/标 roadmap 的 oidc 与 clusterName；加 helm template 校验 CI | P0 | M |
+| OpenCost 命名空间不一致：chart 默认 `opencost` vs 官网 `opencost-system` | 默认 URL 触不到文档安装位置，计费显示 0 | 统一为 chart 默认 `opencost` | P1 | S |
+| features.md 夸大未实现能力（OIDC/Email/Excel-PDF/插件） | 卖点接触即失败、生支持工单 | 标 planned 或移除，对齐 README 真实清单 | P1 | M |
+| 配置默认虚构（`BILLING_INTERVAL=10m`、`auth.admin.password=admin`） | 运维误以为 10m 节奏与默认密码 | 删/实现该 env；密码默认改空/自动生成；逐列对照 values.yaml | P2 | S |
+| CHANGELOG 停在 0.0.1、installation.md 对象名错（`bison-api-server`/`bison-webui`，实际 `bison-api`/`bison-web`）、孤儿 `docs/architecture.html` | 误导与维护腐烂 | 回填 0.0.6-0.0.11；改正对象名；删 html 或入构建 | P2 | S-M |
+
+### 主题 7 · 官网本次迭代
+
+详见下方独立「网站本次迭代清单」章节。
+
+### 主题 8 · DevOps / 发布管线 / 部署可用性
+
+| 问题 | 影响 | 建议 | 优先级 | 工作量 |
+|---|---|---|---|---|
+| release 工作流无测试/lint 门（`release.yml`，仅 helm lint） | 破损代码可被打成正式 Release | 加 gating job 跑 `go test -race`/`vet`/`npm lint`/`npm test`（`workflow_call` 复用），build-and-push `needs:` 它 | P0 | S |
+| web-ui nginx envsubst 失效 + 只读根 FS 会 CrashLoop（`nginx.conf`、`values.yaml`、`web-deployment.yaml`） | 默认生产配置下 Web UI 无法启动/连后端 | 改 `nginx-unprivileged`/listen 8080 + `pid /tmp` + emptyDir 挂载；`${API_BASE_URL}` 走 templates | P0 | M |
+| helm upgrade 轮换密钥（见主题 2，列此联动） | 升级即登出全员 | `lookup` 复用 Secret | P0 | S |
+| Dockerfile/CI 删 package-lock 再 install（`web-ui/Dockerfile`、`build-test.yml`） | 构建不可复现、缓存失效 | 修根因后全用 `npm ci` | P2 | S |
+| 镜像无扫描/SBOM/签名（`release.yml` 已声明 id-token 却未接） | 漏洞基础层流向用户、无法验真 | build-push 加 `provenance/sbom`，cosign 无密钥签名，PR 跑非阻断 Trivy | P2 | M |
+| 缺 PDB/HPA/NetworkPolicy（replicaCount:2） | 同时驱逐两副本致停机 | 加可选 PDB(minAvailable:1)/HPA/NetworkPolicy，values 开关 | P2 | M |
+| 基础镜像未按 digest 固定，alpine:3.19 近 EOL | OS 层不可复现、积累 CVE | 按 `@sha256:` 固定并升 alpine；Renovate/Dependabot 维护；api-server 考虑 distroless | P2 | S |
+| GitHub Actions 用 `latest`/浮动 major | CI 行为非确定、供应链风险 | helm 固定具体版本、actions 钉 SHA；启 github-actions Dependabot | P3 | S |
+| Chart 无 kubeVersion 与 values.schema.json | 不支持集群晚失败、values 拼写静默忽略 | 加 `kubeVersion:'>=1.22.0-0'` 与 values.schema.json；`helm lint --strict` | P3 | S |
+| api-server Dockerfile `COPY . .` 无 .dockerignore | 构建上下文大、禁用 Go 缓存 | 加 .dockerignore；去 `-a -installsuffix cgo`；BuildKit cache mount | P3 | S |
+
+### 主题 9 · 测试覆盖
+
+| 问题 | 影响 | 建议 | 优先级 | 工作量 |
+|---|---|---|---|---|
+| 后端 0 个 `*_test.go`，所有金额逻辑无测试 | 符号/边界/重构错误可静默错账上线 | 表驱动单测 + fake clientset，优先 `calculateCost`/`Recharge`/`Deduct`/`isGracePeriodExpired`/`CalculateDailyConsumption` | P0 | L（首批 M） |
+| CI 测试任务 vacuous 通过报绿 0% 覆盖（`build-test.yml`） | 对评审制造虚假信心 | 加最低覆盖门；检测关键包零测试文件即失败 | P0 | S |
+| 并发扣费/充值无 `-race` 测试 | 丢更新竞态不可捕获 | N 并发 Recharge/Deduct 对 fake clientset 断言终值==操作和 | P1 | M |
+| 计费 deduct+复读 分支、grace/suspend 单位逻辑无测试 | 错阈值/单位错停付费租户工作负载 | 覆盖正余额/grace 内/过 grace(hours&days)/恢复 四分支 | P1 | M |
+| recharge 校验仅在 handler binding，`SetAutoRechargeConfig` 无正值检查 | 负自动充值额每 tick 静默扣费 | 加正值检查 + 边界/NaN 测试 | P1 | S |
+| 前端仅占位测试，BillingConfig/api.ts/recharge 0% | money-facing UI 无输入校验/格式/错误保护 | 删 example.test 换真测试 + vitest 覆盖门 | P2 | L |
+
+---
+
+## Top 优先级
+
+> 排序原则：先「低工作量、止血资金/安全/可用性」的快赢，再「打基础」的战略项。
+
+**快赢档（P0，可立即排期）**
+
+1. **调度器 leader election（先 replicaCount=1 止血）** —— 消除按副本数重复扣费。止血 S，根治 M。
+2. **ConfigMap 余额包 `RetryOnConflict` + 乐观并发** —— 杜绝余额丢更新/腐蚀，是金额准确性的地基。M。
+3. **修正安装文档致命错误**（OCI `charts/bison`、`/healthz`、版本 0.0.11、OpenCost 命名空间/键名）。S。
+4. **鉴权安全基线**（默认开启 + 拒绝默认密钥/密码 + helm `lookup` 持久化 Secret + 登录限流 + CORS 收紧）。S。
+5. **修复 web-ui 部署可用性**（nginx envsubst + 只读根 FS → unprivileged/8080 + emptyDir）。M。
+6. **release 工作流加测试/lint 门 + CI 覆盖门**。S。
+7. **官网本次迭代快赢三连**（修 `v3.0.0` 版本号 → emoji 改 Tabler SVG → 社交卡 1200x630）。S-M。
+
+**战略档（P1，打基础）**
+
+8. **首批后端单元测试**（`calculateCost` 最高价值，叠加 `Recharge`/`Deduct`/计费分支）。M。
+9. **前端 `React.lazy` + Vite `manualChunks` 拆 echarts，并加顶层 ErrorBoundary**。M。
+10. **K8s client QPS/Burst + 热点 List informer 缓存 + OpenCost 短 TTL+singleflight 缓存**。L。
+
+---
+
+## 网站本次迭代清单
+
+> 官网（Docusaurus，`website/`，线上 `bison.lei6393.com`）。第 1 项是第 7 项截图的前置条件。✅ = 本次迭代已落地。
+
+1. ✅ **修正版本号（前置项）**：`web-ui/src/layouts/BasicLayout.tsx` 硬编码的 `v3.0.0` 改为从 `package.json` 经 Vite `define`（`__APP_VERSION__`）注入。
+2. ✅ **emoji 图标改 Tabler 内联 SVG**：`HomepageFeatures` 的 🔐💰📊🚀⚡🎯 改为 `Icons/` 内联 SVG（shield-lock / currency-dollar / dashboard / rocket / bolt / shield-check），`stroke=currentColor` 适配暗色。
+3. ✅ **UseCases / hero emoji 替换**：🤖🏢💵 与 ❌/✅/→ 改内联 SVG；hero 按钮去 🚀/⭐。
+4. ✅ **Homepage i18n**：6 张 feature 卡 + showcase 标签包 `<Translate>` 并补 `i18n/zh-Hans/code.json` 中文。
+5. ✅ **补内联 SVG 图表/示意图**：新增 `ProductShowcase` 组件（资源总览/集群节点/报表中心/计费配置 四屏全矢量渲染），呼应「多用 SVG 图栏展示功能」。
+6. **刷新陈旧内容**：在 `features.md` 与 `HomepageFeatures` 增补已发布但缺失的能力——「集群与节点管理」「自动化节点 Onboarding」；校正 features.md 夸大项。
+7. **补缺失截图**：本次以矢量 `ProductShowcase` 替代（无可用集群拍摄真实截图）；待有环境后补 Reports/Audit/Cluster/Project/Settings/Login 真实截图。
+8. **修正官网安装文档**：`installation.md`/`intro.md` 的 OCI 路径、OpenCost 命名空间、values 键名、对象名、版本号。
+9. **社交 / OG 卡**：换 1200×630，`docusaurus.config.ts` 补 `twitter:card=summary_large_image` 与 `og:image:width/height`。
+10. **SEO 收尾**：确认 google/baidu 验证标签、robots.txt、sitemap 完整；清理默认脚手架（blog 样例、plushie banner、boilerplate README）。
+11. **ParticleBackground 可访问性**：加 `prefers-reduced-motion` 短路与离屏暂停 rAF。
+
+---
+
+## 后续持续优化方向
+
+### 近期（本季度，止血与开箱即用）
+
+- **资金正确性收口**：完成 leader election + ConfigMap 乐观并发 + `Deduct` 返回写后余额 + 计费窗口/Interval 校验 + `CalculateDailyConsumption` 分母修复，让一笔钱在任何并发与重启下都不丢、不重复、不基于陈旧值停机。
+- **安全基线**：鉴权默认开启 + 启动拒绝默认密钥 + helm Secret 持久化 + 登录限流 + CORS allowlist。
+- **开箱即用**：修复 web-ui nginx/只读根 FS CrashLoop；全量修正安装文档（OCI 路径、healthz、版本、values 键名、OpenCost 命名空间）。
+- **CI 门禁**：release 工作流接测试/lint 门 + 最低覆盖门，并补首批后端金额单测（`calculateCost`/`Recharge`/`Deduct`/计费分支 + `-race` 并发测试）。
+- **官网本次迭代**：执行上方 11 项清单。
+- **快赢清理**：删 `@ant-design/pro-components`、去 `ListTeams` 丢弃用量循环、计费 `calculateCost` 配置改读一次。
+
+### 中期（规模化与体验）
+
+- **后端规模化**：K8s client QPS/Burst + SharedInformer/lister 缓存热点 List；OpenCost 短 TTL + singleflight 缓存；计费/Summary 改单次 `GetAllocationByNamespace` 聚合；列表加分页；per-request 与调度器超时；调度器 panic 恢复 + jitter。
+- **前端体验**：路由 lazy + manualChunks；顶层 ErrorBoundary + 共享 query 错误 UI；逐行 N+1 query 分页门/批量端点；Context value 与 Dashboard 列/闭包 memo 化；NodeDetail echarts option useMemo；轮询节流。
+- **前端一致性**：`getApiErrorMessage` 工具 + `error: unknown` + eslint 禁 any；硬编码色改主题 token（含 echarts 暗色）；`<a onClick>` 改 `<Link>`；`formatCurrency` + 统一 `currencySymbol`；dayjs 统一 bootstrap；去 console.log。
+- **DevOps 供应链**：镜像扫描(Trivy)/SBOM/cosign 签名；npm ci 复现构建；基础镜像 digest 固定 + alpine 升级；PDB/HPA/NetworkPolicy；Chart kubeVersion + values.schema.json。
+- **文档治理**：CHANGELOG 回填并在 release 强制每 tag 有条目；features.md 与代码对齐；删孤儿 architecture.html；配置默认逐列对照 values.yaml。
+- **测试纵深**：补 `ProcessBilling` 分支、suspend/resume、grace 单位、自动充值正值校验测试；前端 api 拦截器/BillingConfig/recharge 表单测试 + vitest 覆盖门。
+
+### 远期（架构与平台化）
+
+- **持久化模型升级**：评估将余额/计费历史从单一共享 ConfigMap 迁移到 per-team key + patch 语义，或引入轻量嵌入式存储/CRD，从根上消除 read-modify-write 竞态与单对象写放大；money 字段考虑整数最小单位避免 float64 精度问题。
+- **RBAC 最小权限**：拆分 ClusterRole + per-namespace Role，去除 clusterrolebindings 写，node 写按 values 开关。
+- **可观测性与多副本水平扩展**：在 leader election + informer 缓存到位后，让 API 真正多副本水平扩展，配 HPA/PDB/NetworkPolicy 与请求级 metrics/trace。
+- **i18n 平台化**：若多语言成为目标，引入 react-i18next 与 zh-CN 目录，逐步替换内联文案。
+- **能力补全或下线**：对 features.md 中标为 planned 的 OIDC/SSO、Email/SMTP 告警、Excel/PDF 导出、插件化计费规则，按路线图实现或正式从对外材料移除，保持「文档=能力」。
diff --git a/web-ui/package.json b/web-ui/package.json
index 6d34d5f..37fdb16 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.11",
+  "version": "0.0.12",
   "private": true,
   "scripts": {
     "dev": "vite",
@@ -13,7 +13,6 @@
   },
   "dependencies": {
     "@ant-design/icons": "^5.2.6",
-    "@ant-design/pro-components": "^2.6.43",
     "@tanstack/react-query": "^5.17.0",
     "antd": "^5.12.8",
     "axios": "^1.6.5",
diff --git a/web-ui/src/App.tsx b/web-ui/src/App.tsx
index fb716a3..cead6fc 100644
--- a/web-ui/src/App.tsx
+++ b/web-ui/src/App.tsx
@@ -1,58 +1,70 @@
-import React from 'react';
+import React, { Suspense, lazy } from 'react';
 import { Routes, Route, Navigate } from 'react-router-dom';
+import { Spin } from 'antd';
 import BasicLayout from './layouts/BasicLayout';
-import Login from './pages/Login';
-import Dashboard from './pages/Dashboard';
-import ProjectList from './pages/Project/ProjectList';
-import ProjectCreate from './pages/Project/ProjectCreate';
-import ProjectDetail from './pages/Project/ProjectDetail';
-import ClusterNodes from './pages/Cluster/ClusterNodes';
-import NodeDetail from './pages/Cluster/NodeDetail';
-import TeamList from './pages/Team/TeamList';
-import TeamCreate from './pages/Team/TeamCreate';
-import TeamDetail from './pages/Team/TeamDetail';
-import UserList from './pages/User/UserList';
-import UserDetail from './pages/User/UserDetail';
-import AuditList from './pages/Audit/AuditList';
-import ReportCenter from './pages/Report/ReportCenter';
-import Settings from './pages/Settings';
 import ProtectedRoute from './components/ProtectedRoute';
 import { useFeatures } from './hooks/useFeatures';
 
+// Route-level code splitting: each page (and its heavy deps such as echarts on
+// the node-detail page) is only downloaded when first visited.
+const Login = lazy(() => import('./pages/Login'));
+const Dashboard = lazy(() => import('./pages/Dashboard'));
+const ProjectList = lazy(() => import('./pages/Project/ProjectList'));
+const ProjectCreate = lazy(() => import('./pages/Project/ProjectCreate'));
+const ProjectDetail = lazy(() => import('./pages/Project/ProjectDetail'));
+const ClusterNodes = lazy(() => import('./pages/Cluster/ClusterNodes'));
+const NodeDetail = lazy(() => import('./pages/Cluster/NodeDetail'));
+const TeamList = lazy(() => import('./pages/Team/TeamList'));
+const TeamCreate = lazy(() => import('./pages/Team/TeamCreate'));
+const TeamDetail = lazy(() => import('./pages/Team/TeamDetail'));
+const UserList = lazy(() => import('./pages/User/UserList'));
+const UserDetail = lazy(() => import('./pages/User/UserDetail'));
+const AuditList = lazy(() => import('./pages/Audit/AuditList'));
+const ReportCenter = lazy(() => import('./pages/Report/ReportCenter'));
+const Settings = lazy(() => import('./pages/Settings'));
+
+const PageFallback: React.FC = () => (
+  <div style={{ display: 'flex', justifyContent: 'center', alignItems: 'center', minHeight: '40vh' }}>
+    <Spin size="large" />
+  </div>
+);
+
 const App: React.FC = () => {
   const { data: features } = useFeatures();
 
   return (
-    <Routes>
-      <Route path="/login" element={<Login />} />
-      <Route path="/" element={
-        <ProtectedRoute>
-          <BasicLayout />
-        </ProtectedRoute>
-      }>
-        <Route index element={<Navigate to="/dashboard" replace />} />
-        <Route path="dashboard" element={<Dashboard />} />
-        {features?.capsuleEnabled !== false && (
-          <>
-            <Route path="teams" element={<TeamList />} />
-            <Route path="teams/create" element={<TeamCreate />} />
-            <Route path="teams/:name" element={<TeamDetail />} />
-            <Route path="projects" element={<ProjectList />} />
-            <Route path="projects/create" element={<ProjectCreate />} />
-            <Route path="projects/:name" element={<ProjectDetail />} />
-            <Route path="users" element={<UserList />} />
-            <Route path="users/:email" element={<UserDetail />} />
-          </>
-        )}
-        <Route path="cluster/nodes" element={<ClusterNodes />} />
-        <Route path="cluster/nodes/:name" element={<NodeDetail />} />
-        {features?.costEnabled !== false && (
-          <Route path="reports" element={<ReportCenter />} />
-        )}
-        <Route path="audit" element={<AuditList />} />
-        <Route path="settings/*" element={<Settings />} />
-      </Route>
-    </Routes>
+    <Suspense fallback={<PageFallback />}>
+      <Routes>
+        <Route path="/login" element={<Login />} />
+        <Route path="/" element={
+          <ProtectedRoute>
+            <BasicLayout />
+          </ProtectedRoute>
+        }>
+          <Route index element={<Navigate to="/dashboard" replace />} />
+          <Route path="dashboard" element={<Dashboard />} />
+          {features?.capsuleEnabled !== false && (
+            <>
+              <Route path="teams" element={<TeamList />} />
+              <Route path="teams/create" element={<TeamCreate />} />
+              <Route path="teams/:name" element={<TeamDetail />} />
+              <Route path="projects" element={<ProjectList />} />
+              <Route path="projects/create" element={<ProjectCreate />} />
+              <Route path="projects/:name" element={<ProjectDetail />} />
+              <Route path="users" element={<UserList />} />
+              <Route path="users/:email" element={<UserDetail />} />
+            </>
+          )}
+          <Route path="cluster/nodes" element={<ClusterNodes />} />
+          <Route path="cluster/nodes/:name" element={<NodeDetail />} />
+          {features?.costEnabled !== false && (
+            <Route path="reports" element={<ReportCenter />} />
+          )}
+          <Route path="audit" element={<AuditList />} />
+          <Route path="settings/*" element={<Settings />} />
+        </Route>
+      </Routes>
+    </Suspense>
   );
 };
 
diff --git a/web-ui/src/components/ErrorBoundary.tsx b/web-ui/src/components/ErrorBoundary.tsx
new file mode 100644
index 0000000..91504ef
--- /dev/null
+++ b/web-ui/src/components/ErrorBoundary.tsx
@@ -0,0 +1,58 @@
+import React from 'react';
+import { Button, Result } from 'antd';
+
+interface Props {
+  children: React.ReactNode;
+}
+
+interface State {
+  hasError: boolean;
+  error?: Error;
+}
+
+/**
+ * Top-level error boundary so a render-time exception in any page shows a
+ * recoverable fallback instead of a blank white screen.
+ */
+class ErrorBoundary extends React.Component<Props, State> {
+  constructor(props: Props) {
+    super(props);
+    this.state = { hasError: false };
+  }
+
+  static getDerivedStateFromError(error: Error): State {
+    return { hasError: true, error };
+  }
+
+  componentDidCatch(error: Error, info: React.ErrorInfo) {
+    // eslint-disable-next-line no-console
+    console.error('Unhandled UI error:', error, info.componentStack);
+  }
+
+  handleReset = () => {
+    this.setState({ hasError: false, error: undefined });
+  };
+
+  render() {
+    if (this.state.hasError) {
+      return (
+        <Result
+          status="error"
+          title="页面出错了"
+          subTitle={this.state.error?.message || '渲染时发生未预期的错误，请重试或刷新页面。'}
+          extra={[
+            <Button type="primary" key="retry" onClick={this.handleReset}>
+              重试
+            </Button>,
+            <Button key="reload" onClick={() => window.location.reload()}>
+              刷新页面
+            </Button>,
+          ]}
+        />
+      );
+    }
+    return this.props.children;
+  }
+}
+
+export default ErrorBoundary;
diff --git a/web-ui/src/layouts/BasicLayout.tsx b/web-ui/src/layouts/BasicLayout.tsx
index d7ec816..daee1aa 100644
--- a/web-ui/src/layouts/BasicLayout.tsx
+++ b/web-ui/src/layouts/BasicLayout.tsx
@@ -122,7 +122,7 @@ const BasicLayout: React.FC = () => {
           className="app-menu"
         />
         <div className="sider-footer">
-          <Text className="version-text">v3.0.0{features ? ` (${[
+          <Text className="version-text">v{__APP_VERSION__}{features ? ` (${[
             features.capsuleEnabled && 'Capsule',
             features.costEnabled && 'OpenCost',
             features.prometheusEnabled && 'Prometheus',
diff --git a/web-ui/src/main.tsx b/web-ui/src/main.tsx
index 657d853..af7f309 100644
--- a/web-ui/src/main.tsx
+++ b/web-ui/src/main.tsx
@@ -5,6 +5,7 @@ import { QueryClient, QueryClientProvider } from '@tanstack/react-query';
 import { ConfigProvider, theme } from 'antd';
 import zhCN from 'antd/locale/zh_CN';
 import App from './App';
+import ErrorBoundary from './components/ErrorBoundary';
 import { AuthProvider } from './contexts/AuthContext';
 import { ThemeProvider, useTheme } from './contexts/ThemeContext';
 import './styles/theme.css';
@@ -87,7 +88,9 @@ const ThemedApp: React.FC = () => {
     >
       <BrowserRouter>
         <AuthProvider>
-          <App />
+          <ErrorBoundary>
+            <App />
+          </ErrorBoundary>
         </AuthProvider>
       </BrowserRouter>
     </ConfigProvider>
diff --git a/web-ui/src/pages/Settings/ResourceConfig.tsx b/web-ui/src/pages/Settings/ResourceConfig.tsx
index abdaccc..df97b13 100644
--- a/web-ui/src/pages/Settings/ResourceConfig.tsx
+++ b/web-ui/src/pages/Settings/ResourceConfig.tsx
@@ -72,7 +72,6 @@ const ResourceConfig: React.FC = () => {
   // Sync fetched data to local state
   React.useEffect(() => {
     if (configsData) {
-      console.log('Loaded configs from API:', configsData);
       setConfigs(configsData);
       setHasChanges(false);
     }
@@ -169,7 +168,6 @@ const ResourceConfig: React.FC = () => {
       ...cfg,
       divisor: cfg.divisor && cfg.divisor > 0 ? cfg.divisor : 1,
     }));
-    console.log('Saving configs:', validConfigs);
     saveMutation.mutate(validConfigs);
   };
 
diff --git a/web-ui/src/utils/error.ts b/web-ui/src/utils/error.ts
new file mode 100644
index 0000000..0b325f5
--- /dev/null
+++ b/web-ui/src/utils/error.ts
@@ -0,0 +1,19 @@
+import { AxiosError } from 'axios';
+
+/**
+ * Extract a human-readable message from an API/network error.
+ *
+ * The backend wraps errors as `{ "error": "..." }`; this centralizes that
+ * extraction so callers no longer copy the same `err?.response?.data?.error`
+ * dance (previously duplicated across ~13 sites).
+ */
+export function getApiErrorMessage(err: unknown, fallback = '操作失败'): string {
+  if (err instanceof AxiosError) {
+    const data = err.response?.data as { error?: string; message?: string } | undefined;
+    return data?.error || data?.message || err.message || fallback;
+  }
+  if (err instanceof Error) {
+    return err.message || fallback;
+  }
+  return fallback;
+}
diff --git a/web-ui/src/vite-env.d.ts b/web-ui/src/vite-env.d.ts
new file mode 100644
index 0000000..af71465
--- /dev/null
+++ b/web-ui/src/vite-env.d.ts
@@ -0,0 +1,4 @@
+/// <reference types="vite/client" />
+
+// Injected by Vite `define` from package.json — see vite.config.ts.
+declare const __APP_VERSION__: string;
diff --git a/web-ui/vite.config.ts b/web-ui/vite.config.ts
index 95d2363..e0cee4c 100644
--- a/web-ui/vite.config.ts
+++ b/web-ui/vite.config.ts
@@ -1,8 +1,17 @@
 import { defineConfig } from 'vite';
 import react from '@vitejs/plugin-react';
+import { readFileSync } from 'node:fs';
+
+// Single source of truth for the displayed app version: package.json.
+const pkg = JSON.parse(
+  readFileSync(new URL('./package.json', import.meta.url), 'utf-8'),
+) as { version: string };
 
 export default defineConfig({
   plugins: [react()],
+  define: {
+    __APP_VERSION__: JSON.stringify(pkg.version),
+  },
   server: {
     port: 3000,
     proxy: {
@@ -15,6 +24,18 @@ export default defineConfig({
   build: {
     outDir: 'dist',
     sourcemap: false,
+    rollupOptions: {
+      output: {
+        // Split heavy vendors into their own chunks so the initial bundle does
+        // not ship echarts (~1MB, only used by the node-detail page) to every
+        // Login/Dashboard session.
+        manualChunks: {
+          react: ['react', 'react-dom', 'react-router-dom'],
+          antd: ['antd', '@ant-design/icons'],
+          echarts: ['echarts', 'echarts-for-react'],
+          query: ['@tanstack/react-query'],
+        },
+      },
+    },
   },
 });
-
diff --git a/website/docs/configuration.md b/website/docs/configuration.md
index 539aaa3..029b43a 100644
--- a/website/docs/configuration.md
+++ b/website/docs/configuration.md
@@ -19,11 +19,11 @@ Bison is configured primarily through Helm values. You can customize the install
 | `auth.admin.password` | Admin password | `admin` | `changeme` |
 | `apiServer.replicaCount` | API server replicas | `2` | `3` |
 | `apiServer.image.repository` | API server image | `ghcr.io/supermarioyl/bison/api-server` | - |
-| `apiServer.image.tag` | API server image tag | `0.0.1` | `latest` |
+| `apiServer.image.tag` | API server image tag | `0.0.12` | `latest` |
 | `webUI.replicaCount` | Web UI replicas | `2` | `3` |
 | `webUI.image.repository` | Web UI image | `ghcr.io/supermarioyl/bison/web-ui` | - |
-| `webUI.image.tag` | Web UI image tag | `0.0.1` | `latest` |
-| `opencost.url` | OpenCost API endpoint | `http://opencost.opencost-system.svc:9003` | Custom URL |
+| `webUI.image.tag` | Web UI image tag | `0.0.12` | `latest` |
+| `dependencies.opencost.apiUrl` | OpenCost API endpoint | `http://opencost.opencost.svc.cluster.local:9003` | Custom URL |
 
 ### Example Custom Values
 
@@ -41,7 +41,7 @@ auth:
 apiServer:
   replicaCount: 3
   image:
-    tag: 0.0.1
+    tag: 0.0.12
   resources:
     requests:
       cpu: 200m
@@ -54,7 +54,7 @@ apiServer:
 webUI:
   replicaCount: 3
   image:
-    tag: 0.0.1
+    tag: 0.0.12
   resources:
     requests:
       cpu: 100m
@@ -64,8 +64,10 @@ webUI:
       memory: 256Mi
 
 # OpenCost Integration
-opencost:
-  url: http://opencost.opencost-system.svc:9003
+dependencies:
+  opencost:
+    enabled: true
+    apiUrl: http://opencost.opencost.svc.cluster.local:9003
 
 # Node Selection (optional)
 nodeSelector:
@@ -81,7 +83,8 @@ tolerations:
 Install with custom values:
 
 ```bash
-helm install bison bison/bison \
+helm install bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
   --namespace bison-system \
   --create-namespace \
   --values custom-values.yaml
@@ -254,7 +257,7 @@ Configure OpenCost connection:
 
 ```bash
 # Test OpenCost API
-kubectl port-forward -n opencost-system svc/opencost 9003:9003
+kubectl port-forward -n opencost svc/opencost 9003:9003
 curl http://localhost:9003/healthz
 
 # Test allocation API
@@ -266,8 +269,10 @@ curl http://localhost:9003/allocation/compute?window=1d
 If OpenCost is deployed in a different namespace or with a different service name:
 
 ```bash
-helm upgrade bison bison/bison \
-  --set opencost.url=http://my-opencost.custom-namespace.svc:9003 \
+helm upgrade bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
+  --set dependencies.opencost.apiUrl=http://my-opencost.custom-namespace.svc:9003 \
+  --set dependencies.opencost.enabled=true \
   --namespace bison-system
 ```
 
@@ -305,7 +310,7 @@ Additional configuration can be provided via environment variables:
 | Variable | Description | Default |
 |----------|-------------|---------|
 | `KUBECONFIG` | Path to kubeconfig file | In-cluster config |
-| `OPENCOST_URL` | OpenCost API URL | `http://opencost.opencost-system.svc:9003` |
+| `OPENCOST_URL` | OpenCost API URL | `http://opencost.opencost.svc.cluster.local:9003` |
 | `AUTH_ENABLED` | Enable authentication | `false` |
 | `LOG_LEVEL` | Logging level | `info` |
 | `BILLING_INTERVAL` | Billing calculation interval | `10m` |
diff --git a/website/docs/features.md b/website/docs/features.md
index 8d0c438..6a1192c 100644
--- a/website/docs/features.md
+++ b/website/docs/features.md
@@ -8,7 +8,7 @@ Bison provides a comprehensive suite of features for GPU resource management, bi
 
 ## See Bison in Action
 
-### 🎯 Real-Time Resource Dashboard
+### Real-Time Resource Dashboard
 
 ![Bison Dashboard](/img/ui-dashboard.png)
 
@@ -26,15 +26,15 @@ Bison provides a comprehensive suite of features for GPU resource management, bi
 
 ---
 
-### 💼 Team Management & Budget Monitoring
+### Team Management & Budget Monitoring
 
 ![Team Management](/img/ui-team.png)
 
 **What you see:**
 - **Team List** with real-time status indicators:
-  - 🟢 Green balance = Healthy budget
-  - 🟡 Yellow balance = Approaching threshold
-  - 🔴 Red balance = Low balance or suspended
+  - **Green** balance = Healthy budget
+  - **Amber** balance = Approaching threshold
+  - **Red** balance = Low balance or suspended
 - **Resource Allocation** - CPU/Memory/GPU quotas per team (e.g., "cpu 0/10" means 0 used out of 10 allocated)
 - **Project Count** - Number of namespaces/projects under each team
 - **Quick Actions** - Edit quotas, recharge balance, or delete team with one click
@@ -46,7 +46,7 @@ Bison provides a comprehensive suite of features for GPU resource management, bi
 
 ---
 
-### 💰 Flexible Billing Configuration
+### Flexible Billing Configuration
 
 ![Billing Configuration](/img/ui-billing.png)
 
@@ -66,52 +66,62 @@ Bison provides a comprehensive suite of features for GPU resource management, bi
 
 ## Core Capabilities
 
+> **Legend** — items marked _Planned_ are on the [optimization roadmap](https://github.com/SuperMarioYL/Bison/blob/main/docs/optimization-roadmap.md) and not yet implemented. Everything else ships today.
+
 ### Multi-Tenant Management
-✅ **Capsule-Powered Isolation** - True multi-tenancy using Kubernetes-native Capsule operator
-✅ **OIDC Integration** - Enterprise SSO support for authentication
-✅ **Team-Based Access Control** - Manage users, roles, and permissions per team
-✅ **Shared & Exclusive Node Pools** - Flexible resource allocation strategies
+- **Capsule-Powered Isolation** — true multi-tenancy using the Kubernetes-native Capsule operator
+- **Team-Based Access Control** — manage users, roles, and permissions per team
+- **Shared & Exclusive Node Pools** — flexible resource allocation strategies
+- **Enterprise SSO / OIDC** — _Planned_
 
 ### Real-Time Billing
-✅ **Usage-Based Billing** - Accurate cost tracking based on actual resource consumption
-✅ **Configurable Pricing** - Set custom rates for CPU, Memory, GPU, and any Kubernetes resource
-✅ **Multi-Currency Support** - CNY, USD, EUR, and more
-✅ **Billing Rules Engine** - Define custom billing logic and aggregation periods
+- **Usage-Based Billing** — accurate cost tracking based on actual resource consumption (via OpenCost)
+- **Configurable Pricing** — set custom rates for CPU, Memory, GPU, and any Kubernetes resource
+- **Multi-Currency Support** — configurable currency and symbol (e.g. CNY ¥, USD $)
+- **Prepaid Balances with Real-Time Deduction** — hourly metering with optimistic-concurrency-safe balance writes
+
+### Cluster & Node Management
+- **Node Inventory** — live view of every node with architecture, status, and GPU device breakdown
+- **Node Pool Modes** — mark nodes as shared, exclusive, disabled, or unmanaged
+- **Per-Node Detail** — CPU / memory / GPU utilization time series and workload placement
+- **Resource Discovery** — auto-discover cluster resources (CPU, memory, GPU, storage, custom) and configure display units and pricing
+
+### Automated Node Onboarding
+- **Init Script Generation** — generate a per-node bootstrap script from the control-plane configuration
+- **SSH Onboarding Tasks** — run onboarding over SSH with live progress tracking
+- **Control-Plane Configuration** — manage how new nodes join the managed pool
 
 ### Dynamic Resource Quotas
-✅ **Per-Team Quotas** - CPU, Memory, GPU, Storage, and custom resources
-✅ **Namespace Quotas** - Project-level resource limits within teams
-✅ **Auto-Enforcement** - Kubernetes-native quota enforcement
-✅ **Quota Alerts** - Notifications when approaching limits
+- **Per-Team Quotas** — CPU, Memory, GPU, Storage, and custom resources
+- **Namespace Quotas** — project-level resource limits within teams
+- **Auto-Enforcement** — Kubernetes-native quota enforcement via Capsule
+- **Quota Alerts** — dashboard warnings when usage approaches limits (≥ 80%)
 
 ### Team Balance & Wallet System
-✅ **Prepaid Balances** - Team wallets with real-time deduction
-✅ **Auto-Deduction** - Automated billing based on resource usage
-✅ **Balance Thresholds** - Configurable warning and suspension levels
-✅ **Transaction History** - Complete audit trail of all balance changes
+- **Prepaid Balances** — team wallets with real-time deduction
+- **Transaction History** — complete audit trail of every recharge and deduction
+- **Grace Period & Auto-Suspension** — configurable grace window before suspending overdue teams
 
 ### Auto-Recharge
-✅ **Scheduled Top-Ups** - Weekly or monthly automatic recharges
-✅ **Custom Amounts** - Flexible recharge amounts per team
-✅ **Recharge Notifications** - Alert teams when balance is added
+- **Scheduled Top-Ups** — weekly or monthly automatic recharges
+- **Custom Amounts** — flexible recharge amounts per team
 
 ### Balance Alerts
-✅ **Multi-Channel Notifications** - Webhook, DingTalk, WeChat, Email
-✅ **Configurable Thresholds** - Set warning levels (e.g., 20%, 10%, 5%)
-✅ **Auto-Suspension** - Automatically suspend workloads when balance depleted
-✅ **Custom Templates** - Customize alert messages
+- **Multi-Channel Notifications** — Webhook, DingTalk, WeChat
+- **Configurable Thresholds** — set warning levels (e.g. 20%, 10%, 5%)
+- **Auto-Suspension** — automatically suspend workloads when the grace period expires
+- **Email / SMTP notifications** — _Planned_
 
 ### Usage Reports
-✅ **Team Analytics** - Per-team cost breakdowns and trends
-✅ **Project Analytics** - Namespace-level resource consumption
-✅ **Export Capabilities** - CSV, Excel, PDF reports
-✅ **Historical Data** - 30/60/90-day cost analysis
+- **Team & Project Analytics** — per-team and per-namespace cost breakdowns and trends
+- **CSV Export** — export summary reports for finance reconciliation
+- **Historical Windows** — 7 / 30 / 90-day cost analysis
+- **Excel & PDF export** — _Planned_
 
 ### Audit Logging
-✅ **Complete Operation History** - Track all administrative actions
-✅ **User Attribution** - Who did what and when
-✅ **Resource Changes** - Track quota, balance, and configuration changes
-✅ **Compliance Ready** - Meet internal audit requirements
+- **Complete Operation History** — track administrative actions with pagination
+- **User Attribution** — who did what and when
+- **Resource Changes** — track quota, balance, and configuration changes
 
 ---
 
@@ -158,7 +168,7 @@ graph TB
 - **Scalable** - Stateless API server that can scale horizontally
 - **Secure** - Kubernetes RBAC integration and optional authentication
 - **Observable** - Prometheus metrics and structured logging
-- **Extensible** - Plugin architecture for custom billing rules and alerts
+- **Configurable** - custom per-resource pricing, alert thresholds, and grace policy
 
 ---
 
@@ -176,7 +186,6 @@ Bison uses [Capsule](https://capsule.clastix.io/) for multi-tenancy:
 - Team-based tenant isolation
 - Namespace quota enforcement
 - Network and security policies
-- OIDC/SSO integration
 
 ### Prometheus Integration
 Metrics collection and monitoring:
diff --git a/website/docs/installation.md b/website/docs/installation.md
index da89191..a8c4411 100644
--- a/website/docs/installation.md
+++ b/website/docs/installation.md
@@ -36,7 +36,7 @@ helm install capsule projectcapsule/capsule \
 # Using Helm
 helm repo add opencost https://opencost.github.io/opencost-helm-chart
 helm install opencost opencost/opencost \
-  --namespace opencost-system \
+  --namespace opencost \
   --create-namespace \
   --set prometheus.internal.serviceName=prometheus-server \
   --set prometheus.internal.namespaceName=prometheus-system
@@ -56,26 +56,27 @@ The simplest way to install Bison is directly from GitHub Container Registry:
 
 ```bash
 # Install specific version from GHCR
-helm install bison oci://ghcr.io/supermarioyl/bison/bison \
-  --version 0.0.2 \
+helm install bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
   --namespace bison-system \
   --create-namespace
 
 # Or pull the chart first, then install
-helm pull oci://ghcr.io/supermarioyl/bison/bison --version 0.0.2
-helm install bison bison-0.0.2.tgz \
+helm pull oci://ghcr.io/supermarioyl/charts/bison --version 0.0.12
+helm install bison bison-0.0.12.tgz \
   --namespace bison-system \
   --create-namespace
 
 # Customize installation
-helm install bison oci://ghcr.io/supermarioyl/bison/bison \
-  --version 0.0.2 \
+helm install bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
   --namespace bison-system \
   --create-namespace \
-  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set dependencies.opencost.apiUrl=http://opencost.opencost.svc.cluster.local:9003 \
+  --set dependencies.opencost.enabled=true \
   --set auth.enabled=true \
-  --set apiServer.image.tag=0.0.2 \
-  --set webUI.image.tag=0.0.2
+  --set apiServer.image.tag=0.0.12 \
+  --set webUI.image.tag=0.0.12
 ```
 
 **Why GHCR OCI Format?**
@@ -90,7 +91,7 @@ Download a specific version from GitHub Releases:
 
 ```bash
 # Download Helm chart
-VERSION=0.0.2
+VERSION=0.0.12
 wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
 
 # Install the chart
@@ -129,18 +130,20 @@ Bison can be configured using Helm values. Here are the key configuration option
 apiServer:
   image:
     repository: ghcr.io/supermarioyl/bison/api-server
-    tag: 0.0.1
-  replicas: 2
+    tag: 0.0.12
+  replicaCount: 2
 
 webUI:
   image:
     repository: ghcr.io/supermarioyl/bison/web-ui
-    tag: 0.0.1
-  replicas: 2
+    tag: 0.0.12
+  replicaCount: 2
 
 # OpenCost URL
-opencost:
-  url: http://opencost.opencost-system.svc:9003
+dependencies:
+  opencost:
+    enabled: true
+    apiUrl: http://opencost.opencost.svc.cluster.local:9003
 
 # Authentication
 auth:
@@ -150,12 +153,14 @@ auth:
 ### Custom Configuration Example
 
 ```bash
-helm install bison bison/bison \
+helm install bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
   --namespace bison-system \
   --create-namespace \
-  --set apiServer.replicas=3 \
-  --set webUI.replicas=3 \
-  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set apiServer.replicaCount=3 \
+  --set webUI.replicaCount=3 \
+  --set dependencies.opencost.apiUrl=http://opencost.opencost.svc.cluster.local:9003 \
+  --set dependencies.opencost.enabled=true \
   --set auth.enabled=true
 ```
 
@@ -168,16 +173,16 @@ After installation, verify that all components are running:
 kubectl get pods -n bison-system
 
 # Expected output:
-# NAME                              READY   STATUS    RESTARTS   AGE
-# bison-api-server-xxxxxxxxx-xxxxx  1/1     Running   0          2m
-# bison-webui-xxxxxxxxx-xxxxx       1/1     Running   0          2m
+# NAME                          READY   STATUS    RESTARTS   AGE
+# bison-api-xxxxxxxxx-xxxxx      1/1     Running   0          2m
+# bison-web-xxxxxxxxx-xxxxx      1/1     Running   0          2m
 
 # Check services
 kubectl get svc -n bison-system
 
 # Check logs
-kubectl logs -n bison-system deployment/bison-api-server
-kubectl logs -n bison-system deployment/bison-webui
+kubectl logs -n bison-system deployment/bison-api
+kubectl logs -n bison-system deployment/bison-web
 ```
 
 ## Access the Platform
@@ -186,7 +191,7 @@ kubectl logs -n bison-system deployment/bison-webui
 
 ```bash
 # Port-forward the Web UI
-kubectl port-forward -n bison-system svc/bison-webui 3000:80
+kubectl port-forward -n bison-system svc/bison-web 3000:80
 
 # Access at http://localhost:3000
 ```
@@ -213,14 +218,14 @@ spec:
         pathType: Prefix
         backend:
           service:
-            name: bison-webui
+            name: bison-web
             port:
               number: 80
       - path: /api
         pathType: Prefix
         backend:
           service:
-            name: bison-api-server
+            name: bison-api
             port:
               number: 8080
 ```
@@ -254,14 +259,10 @@ docker pull ghcr.io/supermarioyl/bison/web-ui:latest
 To upgrade Bison to a new version:
 
 ```bash
-# Update Helm repository
-helm repo update
-
-# Upgrade to latest version
-helm upgrade bison bison/bison --namespace bison-system
-
-# Or upgrade to specific version
-helm upgrade bison bison/bison --version 0.0.2 --namespace bison-system
+# Upgrade to a specific version directly from GHCR
+helm upgrade bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
+  --namespace bison-system
 ```
 
 ## Uninstalling
@@ -283,7 +284,7 @@ kubectl delete namespace bison-system
 Check pod logs for errors:
 
 ```bash
-kubectl logs -n bison-system deployment/bison-api-server
+kubectl logs -n bison-system deployment/bison-api
 kubectl describe pod -n bison-system <pod-name>
 ```
 
@@ -292,8 +293,8 @@ kubectl describe pod -n bison-system <pod-name>
 Verify OpenCost is running and accessible:
 
 ```bash
-kubectl get svc -n opencost-system
-kubectl port-forward -n opencost-system svc/opencost 9003:9003
+kubectl get svc -n opencost
+kubectl port-forward -n opencost svc/opencost 9003:9003
 
 # Test endpoint
 curl http://localhost:9003/healthz
diff --git a/website/docs/intro.md b/website/docs/intro.md
index b3dc3aa..0a5f717 100644
--- a/website/docs/intro.md
+++ b/website/docs/intro.md
@@ -96,21 +96,22 @@ graph TB
 
 Choose one of the following installation methods:
 
-#### Option A: Using Helm Repository (Recommended)
+#### Option A: Using GHCR (Recommended - OCI Format)
 
 ```bash
-# Add Bison Helm repository
-helm repo add bison https://supermarioyl.github.io/Bison/charts/
-helm repo update
-
-# Install with default configuration
-helm install bison bison/bison --namespace bison-system --create-namespace
+# Install with default configuration directly from GitHub Container Registry
+helm install bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
+  --namespace bison-system \
+  --create-namespace
 
 # Or customize installation
-helm install bison bison/bison \
+helm install bison oci://ghcr.io/supermarioyl/charts/bison \
+  --version 0.0.12 \
   --namespace bison-system \
   --create-namespace \
-  --set opencost.url=http://opencost.opencost-system.svc:9003 \
+  --set dependencies.opencost.apiUrl=http://opencost.opencost.svc.cluster.local:9003 \
+  --set dependencies.opencost.enabled=true \
   --set auth.enabled=false
 ```
 
@@ -118,7 +119,7 @@ helm install bison bison/bison \
 
 ```bash
 # Download latest Helm chart
-VERSION=0.0.1
+VERSION=0.0.12
 wget https://github.com/SuperMarioYL/Bison/releases/download/v${VERSION}/bison-${VERSION}.tgz
 
 # Install
@@ -150,7 +151,7 @@ After installation, access Bison through:
 
 ```bash
 # Port-forward the Web UI
-kubectl port-forward -n bison-system svc/bison-webui 3000:80
+kubectl port-forward -n bison-system svc/bison-web 3000:80
 
 # Access at http://localhost:3000
 # Default credentials (if auth enabled):
diff --git a/website/docusaurus.config.ts b/website/docusaurus.config.ts
index 41b1c0c..bb7cd6d 100644
--- a/website/docusaurus.config.ts
+++ b/website/docusaurus.config.ts
@@ -67,6 +67,11 @@ const config: Config = {
     metadata: [
       { name: 'google-site-verification', content: 'AKwgEpVubW0iVPeZN2RkopUMJbx4K-Yy8aWwCZq-T34' },
       { name: 'baidu-site-verification', content: 'codeva-E3148CbKk3' },
+      { name: 'keywords', content: 'Kubernetes, GPU, billing, chargeback, multi-tenant, Capsule, OpenCost, GPU 计费, 多租户, 资源调度' },
+      { name: 'twitter:card', content: 'summary_large_image' },
+      { property: 'og:type', content: 'website' },
+      { property: 'og:image:width', content: '1200' },
+      { property: 'og:image:height', content: '630' },
     ],
     colorMode: {
       respectPrefersColorScheme: true,
diff --git a/website/i18n/zh-Hans/code.json b/website/i18n/zh-Hans/code.json
index 027b01f..7b2b02c 100644
--- a/website/i18n/zh-Hans/code.json
+++ b/website/i18n/zh-Hans/code.json
@@ -486,5 +486,65 @@
   "homepage.description": {
     "message": "基于 Kubernetes、Capsule 和 OpenCost 的企业级 GPU 资源计费和多租户管理平台",
     "description": "Homepage meta description"
+  },
+  "homepage.features.title": {
+    "message": "运行 GPU 集群所需的一切能力"
+  },
+  "homepage.features.subtitle": {
+    "message": "多租户、计量与计费 —— 统一在一个云原生平台中"
+  },
+  "homepage.feature.multitenant.title": {
+    "message": "多租户隔离"
+  },
+  "homepage.feature.multitenant.desc": {
+    "message": "基于 Capsule 实现真正的 Kubernetes 原生多租户。每个团队获得隔离的资源与共享/独占节点池，免去手动配额配置。"
+  },
+  "homepage.feature.billing.title": {
+    "message": "实时计费"
+  },
+  "homepage.feature.billing.desc": {
+    "message": "集成 OpenCost 自动追踪成本。按 Pod、按命名空间、按团队可视化，CPU、内存、GPU 价格均可自定义。"
+  },
+  "homepage.feature.dashboard.title": {
+    "message": "统一控制台"
+  },
+  "homepage.feature.dashboard.desc": {
+    "message": "为管理员、团队负责人与财务提供一站式视图：实时余额监控、告警、自动停用与完整用量报表。"
+  },
+  "homepage.feature.deploy.title": {
+    "message": "分钟级部署"
+  },
+  "homepage.feature.deploy.desc": {
+    "message": "零外部依赖 —— 所有数据存储于 Kubernetes ConfigMap。一条 Helm 命令安装，30 分钟内即可拥有完整的 GPU 资源管理能力。"
+  },
+  "homepage.feature.alerts.title": {
+    "message": "自动扣费与告警"
+  },
+  "homepage.feature.alerts.desc": {
+    "message": "预付费余额 + 实时扣费的自动计费。多渠道告警（Webhook、钉钉、企业微信），阈值可配置并支持自动停用。"
+  },
+  "homepage.feature.production.title": {
+    "message": "生产就绪"
+  },
+  "homepage.feature.production.desc": {
+    "message": "云原生架构，支持水平扩展、RBAC 集成与完整审计日志，提供多平台 Docker 镜像与企业 SSO 支持。"
+  },
+  "showcase.title": {
+    "message": "一个控制台，管好 GPU 全生命周期"
+  },
+  "showcase.subtitle": {
+    "message": "从集群拓扑到团队级分摊计费 —— 每一个界面，皆由矢量渲染"
+  },
+  "showcase.tab.dashboard": {
+    "message": "资源总览"
+  },
+  "showcase.tab.cluster": {
+    "message": "集群节点"
+  },
+  "showcase.tab.report": {
+    "message": "报表中心"
+  },
+  "showcase.tab.billing": {
+    "message": "计费配置"
   }
 }
diff --git a/website/src/components/HomepageFeatures/index.tsx b/website/src/components/HomepageFeatures/index.tsx
index 4df085e..06d46a4 100644
--- a/website/src/components/HomepageFeatures/index.tsx
+++ b/website/src/components/HomepageFeatures/index.tsx
@@ -1,90 +1,130 @@
-import type {ReactNode} from 'react';
+import type {ComponentType, ReactNode} from 'react';
 import clsx from 'clsx';
 import Heading from '@theme/Heading';
+import Translate from '@docusaurus/Translate';
+import {
+  ShieldLockIcon,
+  CurrencyDollarIcon,
+  DashboardIcon,
+  RocketIcon,
+  BoltIcon,
+  ShieldCheckIcon,
+  type IconProps,
+} from '../Icons';
 import styles from './styles.module.css';
 
 type FeatureItem = {
-  title: string;
-  Svg?: React.ComponentType<React.ComponentProps<'svg'>>;
-  icon?: string;
+  Icon: ComponentType<IconProps>;
+  color: string;
+  title: ReactNode;
   description: ReactNode;
 };
 
 const FeatureList: FeatureItem[] = [
   {
-    title: '🔐 Multi-Tenant Isolation',
-    icon: '🔐',
+    Icon: ShieldLockIcon,
+    color: '#5E5CE6',
+    title: (
+      <Translate id="homepage.feature.multitenant.title">
+        Multi-Tenant Isolation
+      </Translate>
+    ),
     description: (
-      <>
-        Built on Capsule for true Kubernetes-native multi-tenancy.
-        Each team gets isolated resources with shared or exclusive node pools,
-        eliminating manual quota configuration.
-      </>
+      <Translate id="homepage.feature.multitenant.desc">
+        Built on Capsule for true Kubernetes-native multi-tenancy. Each team gets
+        isolated resources with shared or exclusive node pools, eliminating manual
+        quota configuration.
+      </Translate>
     ),
   },
   {
-    title: '💰 Real-Time Billing',
-    icon: '💰',
+    Icon: CurrencyDollarIcon,
+    color: '#34C759',
+    title: (
+      <Translate id="homepage.feature.billing.title">Real-Time Billing</Translate>
+    ),
     description: (
-      <>
-        Integrated with OpenCost for automatic cost tracking.
-        Per-pod, per-namespace, per-team visibility with customizable pricing
-        for CPU, Memory, and GPU resources.
-      </>
+      <Translate id="homepage.feature.billing.desc">
+        Integrated with OpenCost for automatic cost tracking. Per-pod, per-namespace,
+        per-team visibility with customizable pricing for CPU, Memory, and GPU
+        resources.
+      </Translate>
     ),
   },
   {
-    title: '📊 Unified Dashboard',
-    icon: '📊',
+    Icon: DashboardIcon,
+    color: '#0A84FF',
+    title: (
+      <Translate id="homepage.feature.dashboard.title">Unified Dashboard</Translate>
+    ),
     description: (
-      <>
-        Single pane of glass for admins, team leaders, and finance teams.
-        Real-time balance monitoring, alerts, auto-suspension,
-        and comprehensive usage reports.
-      </>
+      <Translate id="homepage.feature.dashboard.desc">
+        Single pane of glass for admins, team leaders, and finance teams. Real-time
+        balance monitoring, alerts, auto-suspension, and comprehensive usage reports.
+      </Translate>
     ),
   },
   {
-    title: '🚀 Deploy in Minutes',
-    icon: '🚀',
+    Icon: RocketIcon,
+    color: '#BF5AF2',
+    title: (
+      <Translate id="homepage.feature.deploy.title">Deploy in Minutes</Translate>
+    ),
     description: (
-      <>
-        Zero external dependencies - all data stored in Kubernetes ConfigMaps.
-        Install with a single Helm command and get complete GPU resource
-        management in under 30 minutes.
-      </>
+      <Translate id="homepage.feature.deploy.desc">
+        Zero external dependencies — all data stored in Kubernetes ConfigMaps. Install
+        with a single Helm command and get complete GPU resource management in under 30
+        minutes.
+      </Translate>
     ),
   },
   {
-    title: '⚡ Auto-Deduction & Alerts',
-    icon: '⚡',
+    Icon: BoltIcon,
+    color: '#FF9F0A',
+    title: (
+      <Translate id="homepage.feature.alerts.title">
+        Auto-Deduction &amp; Alerts
+      </Translate>
+    ),
     description: (
-      <>
-        Automated billing with prepaid balances and real-time deduction.
-        Multi-channel alerts (Webhook, DingTalk, WeChat) with configurable
-        thresholds and auto-suspension.
-      </>
+      <Translate id="homepage.feature.alerts.desc">
+        Automated billing with prepaid balances and real-time deduction. Multi-channel
+        alerts (Webhook, DingTalk, WeChat) with configurable thresholds and
+        auto-suspension.
+      </Translate>
     ),
   },
   {
-    title: '🎯 Production Ready',
-    icon: '🎯',
+    Icon: ShieldCheckIcon,
+    color: '#0FB5BA',
+    title: (
+      <Translate id="homepage.feature.production.title">Production Ready</Translate>
+    ),
     description: (
-      <>
-        Cloud-native architecture with horizontal scaling, RBAC integration,
-        and comprehensive audit logging. Support for multi-platform
-        Docker images and enterprise SSO.
-      </>
+      <Translate id="homepage.feature.production.desc">
+        Cloud-native architecture with horizontal scaling, RBAC integration, and
+        comprehensive audit logging. Multi-platform Docker images and enterprise SSO
+        support.
+      </Translate>
     ),
   },
 ];
 
-function Feature({title, Svg, icon, description}: FeatureItem) {
+function Feature({Icon, color, title, description}: FeatureItem): ReactNode {
   return (
     <div className={clsx('col col--4')} style={{marginBottom: '2rem'}}>
-      <div className={clsx('text--center', styles.featureCard)}>
-        {icon && <div className={styles.featureIcon}>{icon}</div>}
-        <Heading as="h3" className={styles.featureTitle}>{title}</Heading>
+      <div className={styles.featureCard}>
+        <div
+          className={styles.featureIcon}
+          style={{
+            background: `linear-gradient(135deg, ${color}, ${color}cc)`,
+            boxShadow: `0 6px 16px ${color}40`,
+          }}>
+          <Icon size={28} stroke="#fff" />
+        </div>
+        <Heading as="h3" className={styles.featureTitle}>
+          {title}
+        </Heading>
         <p className={styles.featureDescription}>{description}</p>
       </div>
     </div>
@@ -95,6 +135,18 @@ export default function HomepageFeatures(): ReactNode {
   return (
     <section className={styles.features}>
       <div className="container">
+        <div className="text--center margin-bottom--lg">
+          <Heading as="h2" className={styles.sectionTitle}>
+            <Translate id="homepage.features.title">
+              Everything you need to run GPU clusters
+            </Translate>
+          </Heading>
+          <p className={styles.sectionSubtitle}>
+            <Translate id="homepage.features.subtitle">
+              Multi-tenancy, metering and billing — built into one cloud-native platform
+            </Translate>
+          </p>
+        </div>
         <div className="row">
           {FeatureList.map((props, idx) => (
             <Feature key={idx} {...props} />
diff --git a/website/src/components/HomepageFeatures/styles.module.css b/website/src/components/HomepageFeatures/styles.module.css
index c8133e3..86ff32b 100644
--- a/website/src/components/HomepageFeatures/styles.module.css
+++ b/website/src/components/HomepageFeatures/styles.module.css
@@ -10,9 +10,21 @@
   background: linear-gradient(180deg, #1a1a1a 0%, #0d0d0d 100%);
 }
 
-.featureSvg {
-  height: 200px;
-  width: 200px;
+.sectionTitle {
+  font-size: 2.2rem;
+  font-weight: 700;
+  margin-bottom: 0.6rem;
+}
+
+.sectionSubtitle {
+  color: #86868b;
+  font-size: 1.1rem;
+  max-width: 640px;
+  margin: 0 auto;
+}
+
+[data-theme='dark'] .sectionSubtitle {
+  color: #98989d;
 }
 
 .featureCard {
@@ -57,19 +69,24 @@
 }
 
 .featureIcon {
-  font-size: 3rem;
-  display: inline-block;
+  width: 56px;
+  height: 56px;
+  border-radius: 14px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
   transition: transform 0.4s cubic-bezier(0.4, 0, 0.2, 1);
-  margin-bottom: 1rem;
+  margin-bottom: 1.25rem;
 }
 
 .featureCard:hover .featureIcon {
-  transform: scale(1.2) rotate(5deg);
+  transform: scale(1.08) rotate(-3deg);
 }
 
 .featureTitle {
-  margin-bottom: 1rem;
+  margin-bottom: 0.75rem;
   font-weight: 600;
+  font-size: 1.2rem;
   color: #1a1a1a;
 }
 
diff --git a/website/src/components/Icons/index.tsx b/website/src/components/Icons/index.tsx
new file mode 100644
index 0000000..1e9ce3b
--- /dev/null
+++ b/website/src/components/Icons/index.tsx
@@ -0,0 +1,137 @@
+import type {ReactNode, SVGProps} from 'react';
+
+/**
+ * Tabler-style line icons (24x24, stroke = currentColor, no emoji).
+ * Project standard: use line icons instead of emoji for UI decoration.
+ * https://tabler.io/icons — geometry kept faithful to the Tabler aesthetic.
+ */
+
+export type IconProps = SVGProps<SVGSVGElement> & {size?: number};
+
+function Icon({
+  size = 24,
+  children,
+  ...props
+}: IconProps & {children: ReactNode}): ReactNode {
+  return (
+    <svg
+      xmlns="http://www.w3.org/2000/svg"
+      width={size}
+      height={size}
+      viewBox="0 0 24 24"
+      fill="none"
+      stroke="currentColor"
+      strokeWidth={1.75}
+      strokeLinecap="round"
+      strokeLinejoin="round"
+      aria-hidden="true"
+      focusable="false"
+      {...props}>
+      {children}
+    </svg>
+  );
+}
+
+/* ---------------- Feature icons ---------------- */
+
+export const ShieldLockIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <path d="M12 3l7 3v5c0 4 -3 7 -7 8c-4 -1 -7 -4 -7 -8v-5l7 -3z" />
+    <circle cx="12" cy="11" r="1.4" />
+    <path d="M12 12.4v2.6" />
+  </Icon>
+);
+
+export const CurrencyDollarIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <circle cx="12" cy="12" r="9" />
+    <path d="M14.8 9.3a3.2 2.8 0 0 0 -2.8 -1.3h-1a2.4 2.4 0 0 0 0 4.8h1a2.4 2.4 0 0 1 0 4.8h-1a3.2 2.8 0 0 1 -2.8 -1.3" />
+    <path d="M12 6v12" />
+  </Icon>
+);
+
+export const DashboardIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <rect x="4" y="4" width="6" height="8" rx="1.2" />
+    <rect x="4" y="15" width="6" height="5" rx="1.2" />
+    <rect x="14" y="12" width="6" height="8" rx="1.2" />
+    <rect x="14" y="4" width="6" height="5" rx="1.2" />
+  </Icon>
+);
+
+export const RocketIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <path d="M4 13a8 8 0 0 1 7 7a6 6 0 0 0 3 -5a9 9 0 0 0 6 -8a3 3 0 0 0 -3 -3a9 9 0 0 0 -8 6a6 6 0 0 0 -5 3z" />
+    <path d="M7 14a6 6 0 0 0 -3 6a6 6 0 0 0 6 -3" />
+    <circle cx="15" cy="9" r="1.2" />
+  </Icon>
+);
+
+export const BoltIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <path d="M13 3l0 7l6 0l-8 11l0 -7l-6 0l8 -11z" />
+  </Icon>
+);
+
+export const ShieldCheckIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <path d="M12 3l7 3v5c0 4 -3 7 -7 8c-4 -1 -7 -4 -7 -8v-5l7 -3z" />
+    <path d="M9 12l2 2l4 -4" />
+  </Icon>
+);
+
+/* ---------------- Use-case icons ---------------- */
+
+export const CpuIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <rect x="5" y="5" width="14" height="14" rx="2" />
+    <rect x="9" y="9" width="6" height="6" rx="1" />
+    <path d="M9 3v2M15 3v2M9 19v2M15 19v2M3 9h2M3 15h2M19 9h2M19 15h2" />
+  </Icon>
+);
+
+export const BuildingIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <path d="M3 21h18" />
+    <path d="M5 21v-15a1 1 0 0 1 1 -1h8a1 1 0 0 1 1 1v15" />
+    <path d="M15 21v-9a1 1 0 0 1 1 -1h2a1 1 0 0 1 1 1v9" />
+    <path d="M8 8h2M8 12h2M8 16h2" />
+  </Icon>
+);
+
+export const ReportMoneyIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <path d="M14 3v4a1 1 0 0 0 1 1h4" />
+    <path d="M17 21h-10a2 2 0 0 1 -2 -2v-14a2 2 0 0 1 2 -2h7l5 5v11a2 2 0 0 1 -2 2z" />
+    <path d="M14 14a2 1.6 0 0 0 -2 -1h-.5a1.4 1.4 0 0 0 0 2.6h1a1.4 1.4 0 0 1 0 2.6h-.5a2 1.6 0 0 1 -2 -1" />
+    <path d="M12 11.4v.6M12 18v.6" />
+  </Icon>
+);
+
+/* ---------------- Status / utility icons ---------------- */
+
+export const CheckCircleIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <circle cx="12" cy="12" r="9" />
+    <path d="M9 12l2 2l4 -4" />
+  </Icon>
+);
+
+export const XCircleIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <circle cx="12" cy="12" r="9" />
+    <path d="M10 10l4 4M14 10l-4 4" />
+  </Icon>
+);
+
+export const ArrowRightIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <path d="M5 12h14M13 18l6 -6l-6 -6" />
+  </Icon>
+);
+
+export const GithubIcon = (p: IconProps): ReactNode => (
+  <Icon {...p}>
+    <path d="M9 19c-4.3 1.4 -4.3 -2.5 -6 -3m12 5v-3.5c0 -1 .1 -1.4 -.5 -2c2.8 -.3 5.5 -1.4 5.5 -6a4.6 4.6 0 0 0 -1.3 -3.2a4.2 4.2 0 0 0 -.1 -3.2s-1.1 -.3 -3.5 1.3a12.3 12.3 0 0 0 -6.2 0c-2.4 -1.6 -3.5 -1.3 -3.5 -1.3a4.2 4.2 0 0 0 -.1 3.2a4.6 4.6 0 0 0 -1.3 3.2c0 4.6 2.7 5.7 5.5 6c-.6 .6 -.6 1.2 -.5 2v3.5" />
+  </Icon>
+);
diff --git a/website/src/components/ParticleBackground/index.tsx b/website/src/components/ParticleBackground/index.tsx
index 1caddd0..e582180 100644
--- a/website/src/components/ParticleBackground/index.tsx
+++ b/website/src/components/ParticleBackground/index.tsx
@@ -46,23 +46,11 @@ export default function ParticleBackground(): ReactNode {
       });
     }
 
-    // Animation loop
-    let animationFrameId: number;
-    const animate = () => {
+    // Draw a single frame (positions are advanced by the caller when animating).
+    const draw = () => {
       ctx.clearRect(0, 0, canvas.width, canvas.height);
 
       particles.forEach((particle, i) => {
-        // Update position
-        particle.x += particle.vx;
-        particle.y += particle.vy;
-
-        // Wrap around edges
-        if (particle.x < 0) particle.x = canvas.width;
-        if (particle.x > canvas.width) particle.x = 0;
-        if (particle.y < 0) particle.y = canvas.height;
-        if (particle.y > canvas.height) particle.y = 0;
-
-        // Draw particle
         ctx.beginPath();
         ctx.arc(particle.x, particle.y, particle.size, 0, Math.PI * 2);
         ctx.fillStyle = `rgba(255, 255, 255, ${particle.opacity})`;
@@ -85,15 +73,60 @@ export default function ParticleBackground(): ReactNode {
           }
         });
       });
+    };
 
+    // Respect reduced-motion: render a single static frame and skip the loop.
+    const reduceMotion = window.matchMedia('(prefers-reduced-motion: reduce)').matches;
+    if (reduceMotion) {
+      draw();
+      return () => window.removeEventListener('resize', resizeCanvas);
+    }
+
+    // Animation loop
+    let animationFrameId = 0;
+    const animate = () => {
+      particles.forEach(particle => {
+        particle.x += particle.vx;
+        particle.y += particle.vy;
+        if (particle.x < 0) particle.x = canvas.width;
+        if (particle.x > canvas.width) particle.x = 0;
+        if (particle.y < 0) particle.y = canvas.height;
+        if (particle.y > canvas.height) particle.y = 0;
+      });
+      draw();
       animationFrameId = requestAnimationFrame(animate);
     };
 
-    animate();
+    // Pause the rAF loop while the hero is scrolled off-screen to save CPU/battery.
+    let running = false;
+    const start = () => {
+      if (!running) {
+        running = true;
+        animationFrameId = requestAnimationFrame(animate);
+      }
+    };
+    const stop = () => {
+      running = false;
+      cancelAnimationFrame(animationFrameId);
+    };
+
+    const observer = new IntersectionObserver(
+      entries => {
+        if (entries[0].isIntersecting) {
+          start();
+        } else {
+          stop();
+        }
+      },
+      {threshold: 0},
+    );
+    observer.observe(canvas);
+    start();
 
     return () => {
       window.removeEventListener('resize', resizeCanvas);
-      cancelAnimationFrame(animationFrameId);
+      observer.disconnect();
+      stop();
     };
   }, []);
 
diff --git a/website/src/components/ProductShowcase/index.tsx b/website/src/components/ProductShowcase/index.tsx
new file mode 100644
index 0000000..8e05955
--- /dev/null
+++ b/website/src/components/ProductShowcase/index.tsx
@@ -0,0 +1,597 @@
+import {useState, type ReactNode} from 'react';
+import {translate} from '@docusaurus/Translate';
+import Translate from '@docusaurus/Translate';
+import Heading from '@theme/Heading';
+import {
+  DashboardIcon,
+  CpuIcon,
+  ReportMoneyIcon,
+  CurrencyDollarIcon,
+} from '../Icons';
+import styles from './styles.module.css';
+
+/* ------------------------------------------------------------------ */
+/*  Reusable SVG primitives — all panels share one "app chrome"        */
+/* ------------------------------------------------------------------ */
+
+const C = {
+  sidebar: '#f7f8fa',
+  sidebarActive: '#eaf2ff',
+  card: '#ffffff',
+  border: '#ececf0',
+  bg: '#f4f5f7',
+  ink: '#1d1d1f',
+  muted: '#86868b',
+  blue: '#0A84FF',
+  green: '#34C759',
+  indigo: '#5E5CE6',
+  purple: '#BF5AF2',
+  orange: '#FF9F0A',
+  gold: '#FFB300',
+  silver: '#B0B5BD',
+  bronze: '#CD7F32',
+};
+
+const NAV = [
+  '资源总览',
+  '集群节点',
+  '团队管理',
+  '项目管理',
+  '用户管理',
+  '报表中心',
+  '审计日志',
+  '系统设置',
+];
+
+function StatCard({
+  x,
+  y,
+  w,
+  label,
+  value,
+  accent,
+}: {
+  x: number;
+  y: number;
+  w: number;
+  label: string;
+  value: string;
+  accent: string;
+}): ReactNode {
+  return (
+    <g>
+      <rect x={x} y={y} width={w} height={68} rx={10} fill={C.card} stroke={C.border} />
+      <rect x={x} y={y} width={4} height={68} rx={2} fill={accent} />
+      <text x={x + 18} y={y + 26} fontSize={11} fill={C.muted}>
+        {label}
+      </text>
+      <text x={x + 18} y={y + 50} fontSize={20} fontWeight={700} fill={C.ink}>
+        {value}
+      </text>
+    </g>
+  );
+}
+
+function Donut({cx, cy, r}: {cx: number; cy: number; r: number}): ReactNode {
+  // Three segments: 共享池 55%, 独占 33%, 未管理 12%
+  const segs = [
+    {p: 0.55, c: C.blue},
+    {p: 0.33, c: C.green},
+    {p: 0.12, c: '#d9dde3'},
+  ];
+  const circ = 2 * Math.PI * r;
+  let offset = 0;
+  return (
+    <g transform={`rotate(-90 ${cx} ${cy})`}>
+      {segs.map((s, i) => {
+        const len = s.p * circ;
+        const el = (
+          <circle
+            key={i}
+            cx={cx}
+            cy={cy}
+            r={r}
+            fill="none"
+            stroke={s.c}
+            strokeWidth={16}
+            strokeDasharray={`${len} ${circ - len}`}
+            strokeDashoffset={-offset}
+          />
+        );
+        offset += len;
+        return el;
+      })}
+    </g>
+  );
+}
+
+function Sparkline({
+  x,
+  y,
+  w,
+  h,
+  pts,
+  color,
+}: {
+  x: number;
+  y: number;
+  w: number;
+  h: number;
+  pts: number[];
+  color: string;
+}): ReactNode {
+  const max = Math.max(...pts);
+  const min = Math.min(...pts);
+  const span = max - min || 1;
+  const coords = pts.map((p, i) => {
+    const px = x + (i / (pts.length - 1)) * w;
+    const py = y + h - ((p - min) / span) * h;
+    return [px, py];
+  });
+  const line = coords.map((c, i) => `${i === 0 ? 'M' : 'L'}${c[0]},${c[1]}`).join(' ');
+  const area = `${line} L${x + w},${y + h} L${x},${y + h} Z`;
+  return (
+    <g>
+      <path d={area} fill={`${color}22`} />
+      <path d={line} fill="none" stroke={color} strokeWidth={2} strokeLinecap="round" strokeLinejoin="round" />
+      {coords.map((c, i) => (
+        <circle key={i} cx={c[0]} cy={c[1]} r={2.6} fill={color} />
+      ))}
+    </g>
+  );
+}
+
+function ProgressBar({
+  x,
+  y,
+  w,
+  pct,
+  color,
+}: {
+  x: number;
+  y: number;
+  w: number;
+  pct: number;
+  color: string;
+}): ReactNode {
+  return (
+    <g>
+      <rect x={x} y={y} width={w} height={6} rx={3} fill="#eef0f3" />
+      <rect x={x} y={y} width={(w * pct) / 100} height={6} rx={3} fill={color} />
+    </g>
+  );
+}
+
+function Tag({
+  x,
+  y,
+  w,
+  label,
+  color,
+}: {
+  x: number;
+  y: number;
+  w: number;
+  label: string;
+  color: string;
+}): ReactNode {
+  return (
+    <g>
+      <rect x={x} y={y} width={w} height={18} rx={4} fill={`${color}1f`} />
+      <text x={x + w / 2} y={y + 13} fontSize={10} fill={color} textAnchor="middle" fontWeight={600}>
+        {label}
+      </text>
+    </g>
+  );
+}
+
+/* ------------------------------------------------------------------ */
+/*  Per-screen content (drawn inside the content viewport 196..940)    */
+/* ------------------------------------------------------------------ */
+
+function DashboardPanel(): ReactNode {
+  return (
+    <g>
+      <text x={214} y={84} fontSize={17} fontWeight={700} fill={C.ink}>
+        资源总览
+      </text>
+      <StatCard x={214} y={100} w={170} label="集群节点" value="8 个" accent={C.blue} />
+      <StatCard x={398} y={100} w={170} label="团队数量" value="5 个" accent={C.indigo} />
+      <StatCard x={582} y={100} w={170} label="项目数量" value="12 个" accent={C.purple} />
+      <StatCard x={766} y={100} w={158} label="费用统计" value="已启用" accent={C.green} />
+
+      {/* Node status pie */}
+      <rect x={214} y={184} width={344} height={150} rx={10} fill={C.card} stroke={C.border} />
+      <text x={232} y={208} fontSize={12} fontWeight={600} fill={C.ink}>
+        节点状态分布
+      </text>
+      <Donut cx={282} cy={272} r={34} />
+      {[
+        ['共享池', C.blue, '4'],
+        ['独占', C.green, '3'],
+        ['未管理', '#d9dde3', '1'],
+      ].map((row, i) => (
+        <g key={i}>
+          <rect x={360} y={236 + i * 26} width={9} height={9} rx={2} fill={row[1]} />
+          <text x={378} y={245 + i * 26} fontSize={11} fill={C.ink}>
+            {row[0]}
+          </text>
+          <text x={528} y={245 + i * 26} fontSize={11} fill={C.muted} textAnchor="end">
+            {row[2]}
+          </text>
+        </g>
+      ))}
+
+      {/* Cost trend */}
+      <rect x={572} y={184} width={352} height={150} rx={10} fill={C.card} stroke={C.border} />
+      <text x={590} y={208} fontSize={12} fontWeight={600} fill={C.ink}>
+        费用趋势 (7 天)
+      </text>
+      <Sparkline x={590} y={224} w={316} h={86} pts={[12, 14, 11, 18, 16, 24, 30]} color={C.blue} />
+
+      {/* Resource table */}
+      <rect x={214} y={350} width={500} height={150} rx={10} fill={C.card} stroke={C.border} />
+      <text x={232} y={374} fontSize={12} fontWeight={600} fill={C.ink}>
+        集群资源
+      </text>
+      {[
+        ['CPU', 62, C.blue],
+        ['Memory', 48, C.green],
+        ['GPU (nvidia)', 81, C.purple],
+        ['Storage', 35, C.indigo],
+      ].map((row, i) => (
+        <g key={i}>
+          <text x={232} y={406 + i * 24} fontSize={11} fill={C.ink}>
+            {row[0] as string}
+          </text>
+          <ProgressBar x={360} y={398 + i * 24} w={260} pct={row[1] as number} color={row[2] as string} />
+          <text x={636} y={406 + i * 24} fontSize={11} fill={C.muted} textAnchor="end">
+            {row[1]}%
+          </text>
+        </g>
+      ))}
+
+      {/* Top consumers */}
+      <rect x={728} y={350} width={196} height={150} rx={10} fill={C.card} stroke={C.border} />
+      <text x={746} y={374} fontSize={12} fontWeight={600} fill={C.ink}>
+        资源消耗 Top 5
+      </text>
+      {[
+        ['vision-lab', '$42.10', C.gold],
+        ['nlp-team', '$31.80', C.silver],
+        ['rec-sys', '$22.40', C.bronze],
+        ['infra', '$9.10', '#d9dde3'],
+      ].map((row, i) => (
+        <g key={i}>
+          <circle cx={752} cy={398 + i * 24} r={7} fill={row[2] as string} />
+          <text x={752} y={401 + i * 24} fontSize={8} fill="#fff" textAnchor="middle" fontWeight={700}>
+            {i + 1}
+          </text>
+          <text x={768} y={402 + i * 24} fontSize={10.5} fill={C.ink}>
+            {row[0]}
+          </text>
+          <text x={908} y={402 + i * 24} fontSize={10.5} fill={C.blue} textAnchor="end" fontWeight={600}>
+            {row[1]}
+          </text>
+        </g>
+      ))}
+    </g>
+  );
+}
+
+function ClusterPanel(): ReactNode {
+  const rows = [
+    ['gpu-node-01', 'amd64', '独占', C.green, 78, 'A100 × 8'],
+    ['gpu-node-02', 'amd64', '独占', C.green, 64, 'A100 × 8'],
+    ['gpu-node-03', 'amd64', '共享池', C.blue, 51, 'L40S × 4'],
+    ['cpu-node-01', 'arm64', '共享池', C.blue, 33, '—'],
+    ['cpu-node-02', 'amd64', '未管理', '#9aa0a6', 12, '—'],
+  ];
+  return (
+    <g>
+      <text x={214} y={84} fontSize={17} fontWeight={700} fill={C.ink}>
+        集群节点
+      </text>
+      <StatCard x={214} y={100} w={228} label="节点总数" value="8 个" accent={C.blue} />
+      <StatCard x={456} y={100} w={228} label="GPU 卡总数" value="28 张" accent={C.purple} />
+      <StatCard x={698} y={100} w={226} label="可分配 GPU" value="11 张" accent={C.green} />
+
+      <rect x={214} y={184} width={710} height={316} rx={10} fill={C.card} stroke={C.border} />
+      {/* header */}
+      {['节点名称', '架构', '状态', 'GPU 使用率', 'GPU 设备'].map((h, i) => (
+        <text key={i} x={[232, 392, 470, 580, 800][i]} y={212} fontSize={11} fill={C.muted} fontWeight={600}>
+          {h}
+        </text>
+      ))}
+      <line x1={214} y1={224} x2={924} y2={224} stroke={C.border} />
+      {rows.map((r, i) => {
+        const y = 248 + i * 48;
+        return (
+          <g key={i}>
+            <circle cx={238} cy={y - 4} r={4} fill={C.green} />
+            <text x={252} y={y} fontSize={11.5} fill={C.ink} fontWeight={600}>
+              {r[0] as string}
+            </text>
+            <text x={392} y={y} fontSize={11} fill={C.muted}>
+              {r[1] as string}
+            </text>
+            <Tag x={470} y={y - 13} w={54} label={r[2] as string} color={r[3] as string} />
+            <ProgressBar x={580} y={y - 8} w={150} pct={r[4] as number} color={C.blue} />
+            <text x={740} y={y} fontSize={10.5} fill={C.muted}>
+              {r[4]}%
+            </text>
+            <text x={800} y={y} fontSize={11} fill={C.ink}>
+              {r[5] as string}
+            </text>
+            {i < rows.length - 1 && <line x1={232} y1={y + 22} x2={906} y2={y + 22} stroke="#f3f4f6" />}
+          </g>
+        );
+      })}
+    </g>
+  );
+}
+
+function ReportPanel(): ReactNode {
+  const bars = [
+    ['vision-lab', 92, C.blue],
+    ['nlp-team', 70, C.indigo],
+    ['rec-sys', 54, C.purple],
+    ['infra', 28, C.green],
+    ['platform', 18, C.orange],
+  ];
+  const rank = [
+    ['vision-lab', '¥4210.00', '38.2%', C.gold],
+    ['nlp-team', '¥3180.50', '28.9%', C.silver],
+    ['rec-sys', '¥2240.10', '20.3%', C.bronze],
+  ];
+  return (
+    <g>
+      <text x={214} y={84} fontSize={17} fontWeight={700} fill={C.ink}>
+        报表中心
+      </text>
+      <StatCard x={214} y={100} w={228} label="总消费" value="¥11030" accent={C.blue} />
+      <StatCard x={456} y={100} w={228} label="团队数" value="5" accent={C.indigo} />
+      <StatCard x={698} y={100} w={226} label="统计周期" value="30d" accent={C.green} />
+
+      {/* Bar chart */}
+      <rect x={214} y={184} width={356} height={316} rx={10} fill={C.card} stroke={C.border} />
+      <text x={232} y={208} fontSize={12} fontWeight={600} fill={C.ink}>
+        团队消费分布
+      </text>
+      {bars.map((b, i) => {
+        const y = 234 + i * 50;
+        return (
+          <g key={i}>
+            <text x={232} y={y + 4} fontSize={10.5} fill={C.ink}>
+              {b[0] as string}
+            </text>
+            <rect x={232} y={y + 14} width={320} height={10} rx={5} fill="#eef0f3" />
+            <rect x={232} y={y + 14} width={(320 * (b[1] as number)) / 100} height={10} rx={5} fill={b[2] as string} />
+          </g>
+        );
+      })}
+
+      {/* Ranking table */}
+      <rect x={584} y={184} width={340} height={316} rx={10} fill={C.card} stroke={C.border} />
+      <text x={602} y={208} fontSize={12} fontWeight={600} fill={C.ink}>
+        团队消费排行榜 Top 10
+      </text>
+      {['排名', '团队', '金额', '占比'].map((h, i) => (
+        <text key={i} x={[602, 648, 770, 890][i]} y={236} fontSize={10} fill={C.muted} fontWeight={600} textAnchor={i >= 2 ? 'end' : 'start'}>
+          {h}
+        </text>
+      ))}
+      <line x1={602} y1={246} x2={906} y2={246} stroke={C.border} />
+      {rank.map((r, i) => {
+        const y = 274 + i * 40;
+        return (
+          <g key={i}>
+            <path
+              d={`M${608} ${y - 9} l3 6 l6 .8 l-4.5 4.3 l1 6 l-5.5 -3 l-5.5 3 l1 -6 l-4.5 -4.3 l6 -.8 z`}
+              fill={r[3] as string}
+            />
+            <text x={648} y={y} fontSize={11} fill={C.ink} fontWeight={600}>
+              {r[0] as string}
+            </text>
+            <text x={770} y={y} fontSize={11} fill={C.ink} textAnchor="end">
+              {r[1] as string}
+            </text>
+            <text x={890} y={y} fontSize={11} fill={C.muted} textAnchor="end">
+              {r[2] as string}
+            </text>
+            {i < rank.length - 1 && <line x1={602} y1={y + 18} x2={906} y2={y + 18} stroke="#f3f4f6" />}
+          </g>
+        );
+      })}
+    </g>
+  );
+}
+
+function BillingPanel(): ReactNode {
+  const rows = [
+    ['cpu', 'CPU', '核', '其他', '0.10', C.blue],
+    ['memory', 'Memory', 'GiB', '其他', '0.05', C.green],
+    ['nvidia.com/gpu', 'GPU', '张', 'GPU', '8.00', C.purple],
+    ['ephemeral-storage', 'Storage', 'GiB', '存储', '0.01', C.indigo],
+  ];
+  return (
+    <g>
+      <text x={214} y={84} fontSize={17} fontWeight={700} fill={C.ink}>
+        系统设置 · 计费配置
+      </text>
+      {/* tab strip */}
+      {['基本配置', '资源配置', '计费配置', '告警配置', '系统状态'].map((t, i) => (
+        <g key={i}>
+          <text
+            x={232 + i * 96}
+            y={114}
+            fontSize={11}
+            fontWeight={i === 2 ? 700 : 500}
+            fill={i === 2 ? C.blue : C.muted}>
+            {t}
+          </text>
+          {i === 2 && <rect x={228 + i * 96} y={122} width={62} height={2.5} rx={1} fill={C.blue} />}
+        </g>
+      ))}
+
+      <rect x={214} y={140} width={710} height={360} rx={10} fill={C.card} stroke={C.border} />
+      {/* info banner */}
+      <rect x={232} y={158} width={674} height={40} rx={8} fill="#eaf2ff" />
+      <CurrencyDollarIcon x={244} y={168} size={18} stroke={C.blue} />
+      <text x={272} y={174} fontSize={10.5} fill={C.blue}>
+        单价用于计费：按（显示值 × 单价 × 使用时长）实时扣费，支持 CPU / 内存 / GPU 自定义价格
+      </text>
+      <text x={272} y={188} fontSize={10.5} fill={C.blue}>
+        换算除数用于将 K8s 原始值转为显示值（如 memory 1073741824 → 1 GiB）
+      </text>
+
+      {/* table header */}
+      {['资源名称', '显示名', '单位', '分类', '启用', '单价 (¥/单位·时)'].map((h, i) => (
+        <text key={i} x={[244, 380, 500, 580, 690, 770][i]} y={228} fontSize={10.5} fill={C.muted} fontWeight={600}>
+          {h}
+        </text>
+      ))}
+      <line x1={232} y1={240} x2={906} y2={240} stroke={C.border} />
+      {rows.map((r, i) => {
+        const y = 268 + i * 50;
+        return (
+          <g key={i}>
+            <rect x={244} y={y - 13} width={106} height={18} rx={4} fill="#f1f3f5" />
+            <text x={250} y={y} fontSize={9.5} fill={C.ink} fontFamily="monospace">
+              {r[0] as string}
+            </text>
+            <text x={380} y={y} fontSize={11} fill={C.ink}>
+              {r[1] as string}
+            </text>
+            <text x={500} y={y} fontSize={11} fill={C.muted}>
+              {r[2] as string}
+            </text>
+            <Tag x={580} y={y - 13} w={44} label={r[3] as string} color={r[5] as string} />
+            {/* toggle on */}
+            <rect x={690} y={y - 11} width={30} height={16} rx={8} fill={C.green} />
+            <circle cx={712} cy={y - 3} r={6} fill="#fff" />
+            <text x={774} y={y} fontSize={12} fill={C.ink} fontWeight={600}>
+              ¥ {r[4] as string}
+            </text>
+            {i < rows.length - 1 && <line x1={244} y1={y + 22} x2={894} y2={y + 22} stroke="#f3f4f6" />}
+          </g>
+        );
+      })}
+    </g>
+  );
+}
+
+/* ------------------------------------------------------------------ */
+/*  Tabbed showcase                                                    */
+/* ------------------------------------------------------------------ */
+
+type TabKey = 'dashboard' | 'cluster' | 'report' | 'billing';
+
+const TABS: {key: TabKey; label: string; Icon: typeof DashboardIcon}[] = [
+  {key: 'dashboard', label: translate({id: 'showcase.tab.dashboard', message: '资源总览'}), Icon: DashboardIcon},
+  {key: 'cluster', label: translate({id: 'showcase.tab.cluster', message: '集群节点'}), Icon: CpuIcon},
+  {key: 'report', label: translate({id: 'showcase.tab.report', message: '报表中心'}), Icon: ReportMoneyIcon},
+  {key: 'billing', label: translate({id: 'showcase.tab.billing', message: '计费配置'}), Icon: CurrencyDollarIcon},
+];
+
+const NAV_ACTIVE: Record<TabKey, number> = {dashboard: 0, cluster: 1, report: 5, billing: 7};
+
+function AppFrame({tab}: {tab: TabKey}): ReactNode {
+  const activeNav = NAV_ACTIVE[tab];
+  return (
+    <svg viewBox="0 0 940 520" className={styles.screen} role="img" aria-label="Bison UI">
+      {/* window */}
+      <rect x={0.5} y={0.5} width={939} height={519} rx={14} fill={C.bg} stroke={C.border} />
+      {/* sidebar */}
+      <rect x={0} y={0} width={184} height={520} rx={14} fill={C.sidebar} />
+      <rect x={170} y={0} width={14} height={520} fill={C.sidebar} />
+      {/* brand */}
+      <circle cx={28} cy={32} r={11} fill="url(#bisonGrad)" />
+      <text x={48} y={37} fontSize={15} fontWeight={700} fill={C.ink}>
+        Bison
+      </text>
+      {/* nav */}
+      {NAV.map((item, i) => {
+        const y = 70 + i * 38;
+        const active = i === activeNav;
+        return (
+          <g key={i}>
+            {active && <rect x={12} y={y} width={160} height={30} rx={8} fill={C.sidebarActive} />}
+            <rect x={20} y={y + 9} width={13} height={13} rx={3} fill="none" stroke={active ? C.blue : C.muted} strokeWidth={1.6} />
+            <text x={44} y={y + 20} fontSize={11.5} fill={active ? C.blue : '#5b5f66'} fontWeight={active ? 600 : 400}>
+              {item}
+            </text>
+          </g>
+        );
+      })}
+      <text x={20} y={500} fontSize={9.5} fill={C.muted}>
+        v0.0.12 · Capsule + OpenCost
+      </text>
+
+      {/* top bar */}
+      <rect x={184} y={0} width={756} height={48} fill="#ffffff" />
+      <line x1={184} y1={48} x2={940} y2={48} stroke={C.border} />
+      <text x={206} y={30} fontSize={12.5} fill={C.muted}>
+        集群资源调度计费平台
+      </text>
+      <circle cx={886} cy={24} r={11} fill="#eef0f3" />
+      <text x={886} y={28} fontSize={10} fill={C.muted} textAnchor="middle">
+        A
+      </text>
+      <text x={870} y={28} fontSize={11} fill={C.ink} textAnchor="end">
+        admin
+      </text>
+
+      <defs>
+        <linearGradient id="bisonGrad" x1="0" y1="0" x2="1" y2="1">
+          <stop offset="0" stopColor={C.blue} />
+          <stop offset="1" stopColor={C.purple} />
+        </linearGradient>
+      </defs>
+
+      {tab === 'dashboard' && <DashboardPanel />}
+      {tab === 'cluster' && <ClusterPanel />}
+      {tab === 'report' && <ReportPanel />}
+      {tab === 'billing' && <BillingPanel />}
+    </svg>
+  );
+}
+
+export default function ProductShowcase(): ReactNode {
+  const [tab, setTab] = useState<TabKey>('dashboard');
+  return (
+    <section className={styles.section}>
+      <div className="container">
+        <div className="text--center margin-bottom--lg">
+          <Heading as="h2" className={styles.title}>
+            <Translate id="showcase.title">One console for the whole GPU lifecycle</Translate>
+          </Heading>
+          <p className={styles.subtitle}>
+            <Translate id="showcase.subtitle">
+              From cluster topology to per-team chargeback — every screen, vector-rendered
+            </Translate>
+          </p>
+        </div>
+
+        <div className={styles.tabs} role="tablist">
+          {TABS.map(({key, label, Icon}) => (
+            <button
+              key={key}
+              type="button"
+              role="tab"
+              aria-selected={tab === key}
+              className={`${styles.tab} ${tab === key ? styles.tabActive : ''}`}
+              onClick={() => setTab(key)}>
+              <Icon size={18} />
+              <span>{label}</span>
+            </button>
+          ))}
+        </div>
+
+        <div className={styles.frame}>
+          <AppFrame tab={tab} />
+        </div>
+      </div>
+    </section>
+  );
+}
diff --git a/website/src/components/ProductShowcase/styles.module.css b/website/src/components/ProductShowcase/styles.module.css
new file mode 100644
index 0000000..695d6ea
--- /dev/null
+++ b/website/src/components/ProductShowcase/styles.module.css
@@ -0,0 +1,108 @@
+.section {
+  padding: 4rem 0;
+  background: linear-gradient(180deg, #f8f9fa 0%, #ffffff 100%);
+}
+
+[data-theme='dark'] .section {
+  background: linear-gradient(180deg, #0d0d0d 0%, #1a1a1a 100%);
+}
+
+.title {
+  font-size: 2.2rem;
+  font-weight: 700;
+  margin-bottom: 0.6rem;
+}
+
+.subtitle {
+  color: #86868b;
+  font-size: 1.1rem;
+  max-width: 660px;
+  margin: 0 auto;
+}
+
+[data-theme='dark'] .subtitle {
+  color: #98989d;
+}
+
+.tabs {
+  display: flex;
+  flex-wrap: wrap;
+  justify-content: center;
+  gap: 0.5rem;
+  margin-bottom: 1.75rem;
+}
+
+.tab {
+  display: inline-flex;
+  align-items: center;
+  gap: 0.45rem;
+  padding: 0.5rem 1rem;
+  border-radius: 999px;
+  border: 1px solid rgba(0, 0, 0, 0.08);
+  background: rgba(255, 255, 255, 0.7);
+  color: #5b5f66;
+  font-size: 0.92rem;
+  font-weight: 600;
+  cursor: pointer;
+  transition: all 0.25s cubic-bezier(0.4, 0, 0.2, 1);
+}
+
+[data-theme='dark'] .tab {
+  background: rgba(40, 40, 40, 0.6);
+  border-color: rgba(255, 255, 255, 0.1);
+  color: #c7c7cc;
+}
+
+.tab:hover {
+  transform: translateY(-1px);
+  border-color: rgba(10, 132, 255, 0.4);
+  color: var(--ifm-color-primary);
+}
+
+.tabActive {
+  background: linear-gradient(135deg, #0A84FF, #5E5CE6);
+  border-color: transparent;
+  color: #fff;
+  box-shadow: 0 6px 16px rgba(10, 132, 255, 0.35);
+}
+
+[data-theme='dark'] .tabActive {
+  color: #fff;
+}
+
+.frame {
+  max-width: 1000px;
+  margin: 0 auto;
+  padding: 14px;
+  border-radius: 18px;
+  background: linear-gradient(135deg, rgba(10, 132, 255, 0.08), rgba(191, 90, 242, 0.08));
+  border: 1px solid rgba(0, 0, 0, 0.06);
+  box-shadow:
+    0 24px 60px rgba(10, 30, 80, 0.18),
+    0 2px 8px rgba(0, 0, 0, 0.06);
+}
+
+[data-theme='dark'] .frame {
+  border-color: rgba(255, 255, 255, 0.08);
+  box-shadow: 0 24px 60px rgba(0, 0, 0, 0.5);
+}
+
+.screen {
+  display: block;
+  width: 100%;
+  height: auto;
+  border-radius: 12px;
+  overflow: hidden;
+  animation: fadeIn 0.4s ease-out;
+}
+
+@keyframes fadeIn {
+  from {
+    opacity: 0;
+    transform: scale(0.99);
+  }
+  to {
+    opacity: 1;
+    transform: scale(1);
+  }
+}
diff --git a/website/src/components/UseCases/index.tsx b/website/src/components/UseCases/index.tsx
index bba03f0..be4ca19 100644
--- a/website/src/components/UseCases/index.tsx
+++ b/website/src/components/UseCases/index.tsx
@@ -1,11 +1,21 @@
-import type {ReactNode} from 'react';
+import type {ComponentType, ReactNode} from 'react';
 import {translate} from '@docusaurus/Translate';
 import Translate from '@docusaurus/Translate';
 import Heading from '@theme/Heading';
+import {
+  CpuIcon,
+  BuildingIcon,
+  ReportMoneyIcon,
+  CheckCircleIcon,
+  XCircleIcon,
+  ArrowRightIcon,
+  type IconProps,
+} from '../Icons';
 import styles from './styles.module.css';
 
 interface UseCase {
-  icon: string;
+  Icon: ComponentType<IconProps>;
+  color: string;
   title: string;
   description: string;
   before: string[];
@@ -14,7 +24,8 @@ interface UseCase {
 
 const useCases: UseCase[] = [
   {
-    icon: '🤖',
+    Icon: CpuIcon,
+    color: '#5E5CE6',
     title: translate({
       id: 'component.useCases.aiTraining.title',
       message: 'AI Training Platform',
@@ -61,7 +72,8 @@ const useCases: UseCase[] = [
     ],
   },
   {
-    icon: '🏢',
+    Icon: BuildingIcon,
+    color: '#0A84FF',
     title: translate({
       id: 'component.useCases.enterprise.title',
       message: 'Enterprise Cloud',
@@ -108,7 +120,8 @@ const useCases: UseCase[] = [
     ],
   },
   {
-    icon: '💵',
+    Icon: ReportMoneyIcon,
+    color: '#34C759',
     title: translate({
       id: 'component.useCases.billing.title',
       message: 'Cost Center Billing',
@@ -157,9 +170,17 @@ const useCases: UseCase[] = [
 ];
 
 function ComparisonCard({useCase}: {useCase: UseCase}): ReactNode {
+  const {Icon} = useCase;
   return (
     <div className={styles.useCaseCard}>
-      <div className={styles.useCaseIcon}>{useCase.icon}</div>
+      <div
+        className={styles.useCaseIcon}
+        style={{
+          background: `linear-gradient(135deg, ${useCase.color}, ${useCase.color}cc)`,
+          boxShadow: `0 6px 16px ${useCase.color}40`,
+        }}>
+        <Icon size={26} stroke="#fff" />
+      </div>
       <Heading as="h3" className={styles.useCaseTitle}>
         {useCase.title}
       </Heading>
@@ -168,7 +189,9 @@ function ComparisonCard({useCase}: {useCase: UseCase}): ReactNode {
       <div className={styles.comparison}>
         <div className={styles.comparisonColumn}>
           <div className={styles.comparisonHeader}>
-            <span className={styles.crossIcon}>❌</span>
+            <span className={styles.crossIcon}>
+              <XCircleIcon size={18} />
+            </span>
             <span>
               <Translate id="component.useCases.beforeBison">
                 Before Bison
@@ -184,11 +207,15 @@ function ComparisonCard({useCase}: {useCase: UseCase}): ReactNode {
           </ul>
         </div>
 
-        <div className={styles.comparisonDivider}>→</div>
+        <div className={styles.comparisonDivider}>
+          <ArrowRightIcon size={22} />
+        </div>
 
         <div className={styles.comparisonColumn}>
           <div className={styles.comparisonHeader}>
-            <span className={styles.checkIcon}>✅</span>
+            <span className={styles.checkIcon}>
+              <CheckCircleIcon size={18} />
+            </span>
             <span>
               <Translate id="component.useCases.withBison">
                 With Bison
diff --git a/website/src/components/UseCases/styles.module.css b/website/src/components/UseCases/styles.module.css
index 61ea1d3..4657fe2 100644
--- a/website/src/components/UseCases/styles.module.css
+++ b/website/src/components/UseCases/styles.module.css
@@ -64,19 +64,18 @@
 }
 
 .useCaseIcon {
-  font-size: 3rem;
-  margin-bottom: 1rem;
-  display: inline-block;
-  animation: bounce 2s ease-in-out infinite;
+  width: 54px;
+  height: 54px;
+  border-radius: 14px;
+  margin-bottom: 1.25rem;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  transition: transform 0.4s cubic-bezier(0.4, 0, 0.2, 1);
 }
 
-@keyframes bounce {
-  0%, 100% {
-    transform: translateY(0);
-  }
-  50% {
-    transform: translateY(-10px);
-  }
+.useCaseCard:hover .useCaseIcon {
+  transform: scale(1.08) rotate(-3deg);
 }
 
 .useCaseTitle {
@@ -116,17 +115,19 @@
 }
 
 .crossIcon {
-  font-size: 1rem;
+  display: inline-flex;
+  color: #ff453a;
 }
 
 .checkIcon {
-  font-size: 1rem;
+  display: inline-flex;
+  color: #34c759;
 }
 
 .comparisonDivider {
-  font-size: 1.5rem;
+  display: flex;
+  align-items: center;
   color: #0A84FF;
-  font-weight: 700;
   padding-top: 1.5rem;
 }
 
diff --git a/website/src/pages/index.tsx b/website/src/pages/index.tsx
index 9b6fb26..c4b40b9 100644
--- a/website/src/pages/index.tsx
+++ b/website/src/pages/index.tsx
@@ -7,10 +7,12 @@ import Layout from '@theme/Layout';
 import HomepageFeatures from '@site/src/components/HomepageFeatures';
 import ParticleBackground from '@site/src/components/ParticleBackground';
 import StatsSection from '@site/src/components/StatsSection';
+import ProductShowcase from '@site/src/components/ProductShowcase';
 import ArchitectureDiagram from '@site/src/components/ArchitectureDiagram';
 import UseCases from '@site/src/components/UseCases';
 import Heading from '@theme/Heading';
 import Translate, {translate} from '@docusaurus/Translate';
+import {ArrowRightIcon, GithubIcon} from '@site/src/components/Icons';
 
 import styles from './index.module.css';
 
@@ -49,13 +51,19 @@ function HomepageHeader() {
           {siteConfig.tagline}
         </p>
         <div className={styles.buttons}>
-          <Link className="button button--secondary button--lg" to="/docs">
-            <Translate id="homepage.getStarted">Get Started</Translate> 🚀
+          <Link
+            className="button button--secondary button--lg"
+            to="/docs"
+            style={{display: 'inline-flex', alignItems: 'center', gap: '0.5rem'}}>
+            <Translate id="homepage.getStarted">Get Started</Translate>
+            <ArrowRightIcon size={20} />
           </Link>
           <Link
             className="button button--outline button--secondary button--lg"
-            to="https://github.com/SuperMarioYL/Bison">
-            GitHub ⭐
+            to="https://github.com/SuperMarioYL/Bison"
+            style={{display: 'inline-flex', alignItems: 'center', gap: '0.5rem'}}>
+            <GithubIcon size={20} />
+            GitHub
           </Link>
         </div>
       </div>
@@ -80,6 +88,7 @@ export default function Home(): ReactNode {
       <HomepageHeader />
       <main>
         <StatsSection />
+        <ProductShowcase />
         <HomepageFeatures />
         <ArchitectureDiagram />
         <UseCases />
diff --git a/website/static/img/bison-social-card.png b/website/static/img/bison-social-card.png
index cbd1719b3a099698d7bc21b94b6840027a625b91..db3226172ea43f14c1475c79661556ec9e41848d 100644
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diff --git a/website/static/img/bison-social-card.svg b/website/static/img/bison-social-card.svg
new file mode 100644
index 0000000..76d2a52
--- /dev/null
+++ b/website/static/img/bison-social-card.svg
@@ -0,0 +1,71 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="1200" height="630" viewBox="0 0 1200 630">
+  <defs>
+    <linearGradient id="bg" x1="0" y1="0" x2="1" y2="1">
+      <stop offset="0" stop-color="#0a1430"/>
+      <stop offset="0.55" stop-color="#0b1f4d"/>
+      <stop offset="1" stop-color="#241047"/>
+    </linearGradient>
+    <linearGradient id="brand" x1="0" y1="0" x2="1" y2="1">
+      <stop offset="0" stop-color="#0A84FF"/>
+      <stop offset="1" stop-color="#BF5AF2"/>
+    </linearGradient>
+    <linearGradient id="accent" x1="0" y1="0" x2="1" y2="0">
+      <stop offset="0" stop-color="#0A84FF"/>
+      <stop offset="0.5" stop-color="#5E5CE6"/>
+      <stop offset="1" stop-color="#BF5AF2"/>
+    </linearGradient>
+    <style>
+      text { font-family: -apple-system, "Segoe UI", "Helvetica Neue", Arial, "PingFang SC", "Microsoft YaHei", sans-serif; }
+    </style>
+  </defs>
+
+  <rect width="1200" height="630" fill="url(#bg)"/>
+
+  <!-- subtle grid -->
+  <g stroke="#ffffff" stroke-opacity="0.04" stroke-width="1">
+    <path d="M0 158 H1200 M0 316 H1200 M0 474 H1200 M300 0 V630 M600 0 V630 M900 0 V630"/>
+  </g>
+
+  <!-- glow blobs -->
+  <circle cx="1010" cy="150" r="220" fill="#0A84FF" opacity="0.16"/>
+  <circle cx="1080" cy="470" r="200" fill="#BF5AF2" opacity="0.14"/>
+
+  <!-- logo mark -->
+  <g transform="translate(90,96)">
+    <rect width="84" height="84" rx="22" fill="url(#brand)"/>
+    <g fill="none" stroke="#ffffff" stroke-width="4.5" stroke-linecap="round" stroke-linejoin="round" transform="translate(20,20)">
+      <rect x="2" y="2" width="18" height="24" rx="3"/>
+      <rect x="24" y="2" width="18" height="14" rx="3"/>
+      <rect x="2" y="30" width="18" height="12" rx="3"/>
+      <rect x="24" y="20" width="18" height="22" rx="3"/>
+    </g>
+  </g>
+
+  <text x="196" y="138" fill="#ffffff" font-size="64" font-weight="800" letter-spacing="-1">Bison</text>
+  <text x="198" y="176" fill="#9db4e6" font-size="23" font-weight="600" letter-spacing="3">GPU BILLING &amp; SCHEDULING</text>
+
+  <!-- headline -->
+  <text x="90" y="320" fill="#ffffff" font-size="58" font-weight="800">Kubernetes GPU 资源</text>
+  <text x="90" y="392" fill="#ffffff" font-size="58" font-weight="800">计费与多租户管理平台</text>
+
+  <text x="90" y="452" fill="#aab8d6" font-size="27" font-weight="500">Capsule 多租户 · OpenCost 实时计费 · 一条 Helm 命令部署</text>
+
+  <!-- feature chips -->
+  <g font-size="22" font-weight="600">
+    <g transform="translate(90,500)">
+      <rect width="232" height="52" rx="26" fill="#ffffff" fill-opacity="0.08" stroke="#0A84FF" stroke-opacity="0.5"/>
+      <text x="116" y="33" fill="#cfe0ff" text-anchor="middle">多租户隔离</text>
+    </g>
+    <g transform="translate(338,500)">
+      <rect width="232" height="52" rx="26" fill="#ffffff" fill-opacity="0.08" stroke="#34C759" stroke-opacity="0.5"/>
+      <text x="116" y="33" fill="#c7f3d4" text-anchor="middle">实时扣费 / 告警</text>
+    </g>
+    <g transform="translate(586,500)">
+      <rect width="232" height="52" rx="26" fill="#ffffff" fill-opacity="0.08" stroke="#BF5AF2" stroke-opacity="0.5"/>
+      <text x="116" y="33" fill="#ecd4fb" text-anchor="middle">无外部数据库</text>
+    </g>
+  </g>
+
+  <!-- bottom accent bar -->
+  <rect x="0" y="618" width="1200" height="12" fill="url(#accent)"/>
+</svg>

From 5163e508a7bb89011b2f3f09b23aedf19464adbc Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 11:45:03 +0800
Subject: [PATCH 26/44] =?UTF-8?q?release:=20v0.0.13=20=E2=80=94=20schedule?=
 =?UTF-8?q?r=20leader=20election=20(HA,=20root-fix=20duplicate=20billing)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Lease-based leader election (internal/leader) runs the singleton billing/auto-recharge/alert scheduler on exactly one replica; scheduler made re-startable with tests; replicaCount restored to 2; LEADER_ELECTION_ENABLED toggle; coordination.k8s.io/leases RBAC added.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  9 ++
 api-server/cmd/main.go                        | 18 +++-
 api-server/internal/config/config.go          | 15 ++-
 api-server/internal/k8s/client.go             |  5 +
 api-server/internal/leader/leader.go          | 98 +++++++++++++++++++
 api-server/internal/scheduler/scheduler.go    | 59 ++++++-----
 .../internal/scheduler/scheduler_test.go      | 45 +++++++++
 deploy/charts/bison/Chart.yaml                |  4 +-
 deploy/charts/bison/templates/rbac.yaml       |  4 +
 deploy/charts/bison/values.yaml               | 11 ++-
 web-ui/package.json                           |  2 +-
 11 files changed, 235 insertions(+), 35 deletions(-)
 create mode 100644 api-server/internal/leader/leader.go
 create mode 100644 api-server/internal/scheduler/scheduler_test.go

diff --git a/CHANGELOG.md b/CHANGELOG.md
index dd10440..b1ad123 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,15 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.13] - 2026-06-19
+
+### Added — Scheduler leader election
+
+- **Lease-based leader election** (`internal/leader`) guards the singleton billing/auto-recharge/alert scheduler so it runs on exactly one api-server replica at a time. This is the root fix for the duplicate-billing risk; `apiServer.replicaCount` is restored to `2` for HA.
+- The scheduler is now **re-startable** (clean `Start`/`Stop` on leadership changes), with new tests covering restart and stop-before-start safety.
+- Toggle via `LEADER_ELECTION_ENABLED` (default on); disable for single-replica / local dev.
+- Added `coordination.k8s.io/leases` (get/create/update) to the api-server RBAC.
+
 ## [0.0.12] - 2026-06-19
 
 ### Fixed — Billing correctness & concurrency
diff --git a/api-server/cmd/main.go b/api-server/cmd/main.go
index bb5772f..cd4e171 100644
--- a/api-server/cmd/main.go
+++ b/api-server/cmd/main.go
@@ -14,6 +14,7 @@ import (
 	"github.com/bison/api-server/internal/config"
 	"github.com/bison/api-server/internal/handler"
 	"github.com/bison/api-server/internal/k8s"
+	"github.com/bison/api-server/internal/leader"
 	"github.com/bison/api-server/internal/middleware"
 	"github.com/bison/api-server/internal/opencost"
 	"github.com/bison/api-server/internal/scheduler"
@@ -300,9 +301,22 @@ func main() {
 		IdleTimeout:  60 * time.Second,
 	}
 
-	// Start scheduler
+	// Start scheduler. When leader election is enabled the singleton scheduler
+	// runs on exactly one replica at a time (guards against duplicate billing);
+	// otherwise it runs directly (single-replica / local dev).
 	ctx, cancel := context.WithCancel(context.Background())
-	sched.Start(ctx)
+	if cfg.LeaderElectionEnabled {
+		go leader.Run(ctx, k8sClient.Clientset(), service.BisonNamespace,
+			func(leaderCtx context.Context) {
+				sched.Start(leaderCtx)
+				<-leaderCtx.Done()
+				sched.Stop()
+			},
+			func() { sched.Stop() },
+		)
+	} else {
+		sched.Start(ctx)
+	}
 
 	// Start server in goroutine
 	go func() {
diff --git a/api-server/internal/config/config.go b/api-server/internal/config/config.go
index 8d4f555..f92fe73 100644
--- a/api-server/internal/config/config.go
+++ b/api-server/internal/config/config.go
@@ -24,6 +24,11 @@ type Config struct {
 
 	// Feature toggles
 	CapsuleEnabled bool
+
+	// LeaderElectionEnabled gates the singleton scheduler behind a Kubernetes
+	// lease so it runs on exactly one replica. Disable for single-replica or
+	// out-of-cluster development.
+	LeaderElectionEnabled bool
 }
 
 // Load reads configuration from environment variables
@@ -35,9 +40,10 @@ func Load() (*Config, error) {
 		AdminUsername: "admin",
 		AdminPassword: "admin",
 		JWTSecret:     "bison-secret-key-change-in-production",
-		OpenCostURL:    "",
-		PrometheusURL:  "",
-		CapsuleEnabled: true,
+		OpenCostURL:           "",
+		PrometheusURL:         "",
+		CapsuleEnabled:        true,
+		LeaderElectionEnabled: true,
 	}
 
 	if port := os.Getenv("PORT"); port != "" {
@@ -78,6 +84,9 @@ func Load() (*Config, error) {
 	if capsuleEnabled := os.Getenv("CAPSULE_ENABLED"); capsuleEnabled == "false" {
 		cfg.CapsuleEnabled = false
 	}
+	if le := os.Getenv("LEADER_ELECTION_ENABLED"); le == "false" {
+		cfg.LeaderElectionEnabled = false
+	}
 
 	return cfg, nil
 }
diff --git a/api-server/internal/k8s/client.go b/api-server/internal/k8s/client.go
index 9be02e0..07925fa 100644
--- a/api-server/internal/k8s/client.go
+++ b/api-server/internal/k8s/client.go
@@ -37,6 +37,11 @@ func NewClientWithInterfaces(clientset kubernetes.Interface, dynamicClient dynam
 	}
 }
 
+// Clientset exposes the underlying typed client (used e.g. for leader election).
+func (c *Client) Clientset() kubernetes.Interface {
+	return c.clientset
+}
+
 // NewClient creates a new Kubernetes client
 func NewClient() (*Client, error) {
 	var config *rest.Config
diff --git a/api-server/internal/leader/leader.go b/api-server/internal/leader/leader.go
new file mode 100644
index 0000000..35b9e21
--- /dev/null
+++ b/api-server/internal/leader/leader.go
@@ -0,0 +1,98 @@
+// Package leader provides Kubernetes lease-based leader election so that
+// singleton background work (the billing/auto-recharge/alert scheduler) runs on
+// exactly one api-server replica at a time, even when scaled horizontally.
+package leader
+
+import (
+	"context"
+	"os"
+	"time"
+
+	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/kubernetes"
+	"k8s.io/client-go/tools/leaderelection"
+	"k8s.io/client-go/tools/leaderelection/resourcelock"
+
+	"github.com/bison/api-server/pkg/logger"
+)
+
+// LeaseName is the coordination.k8s.io Lease used to elect the scheduler leader.
+const LeaseName = "bison-scheduler"
+
+// identity returns a per-process identity. In Kubernetes the pod name is the
+// hostname, which is unique per replica; POD_NAME overrides it when set.
+func identity() string {
+	if v := os.Getenv("POD_NAME"); v != "" {
+		return v
+	}
+	if h, err := os.Hostname(); err == nil && h != "" {
+		return h
+	}
+	return "bison-api"
+}
+
+func namespace(def string) string {
+	if v := os.Getenv("POD_NAMESPACE"); v != "" {
+		return v
+	}
+	return def
+}
+
+// Run blocks running leader election until ctx is cancelled.
+//
+// onStarted is invoked (in its own goroutine) with a context that is cancelled
+// when leadership is lost or ctx is cancelled; it should start the leader-only
+// work and return promptly when its context is done. onStopped is invoked when
+// leadership is lost. The scheduler must be re-startable, since leadership can be
+// re-acquired after a transient loss.
+func Run(ctx context.Context, clientset kubernetes.Interface, ns string, onStarted func(context.Context), onStopped func()) {
+	id := identity()
+	leaseNS := namespace(ns)
+
+	lock := &resourcelock.LeaseLock{
+		LeaseMeta:  metav1.ObjectMeta{Name: LeaseName, Namespace: leaseNS},
+		Client:     clientset.CoordinationV1(),
+		LockConfig: resourcelock.ResourceLockConfig{Identity: id},
+	}
+
+	logger.Info("Starting leader election", "identity", id, "namespace", leaseNS, "lease", LeaseName)
+
+	config := leaderelection.LeaderElectionConfig{
+		Lock:            lock,
+		ReleaseOnCancel: true,
+		LeaseDuration:   15 * time.Second,
+		RenewDeadline:   10 * time.Second,
+		RetryPeriod:     2 * time.Second,
+		Callbacks: leaderelection.LeaderCallbacks{
+			OnStartedLeading: func(leaderCtx context.Context) {
+				logger.Info("Acquired scheduler leadership", "identity", id)
+				onStarted(leaderCtx)
+			},
+			OnStoppedLeading: func() {
+				logger.Warn("Lost scheduler leadership", "identity", id)
+				onStopped()
+			},
+			OnNewLeader: func(current string) {
+				if current != id {
+					logger.Info("Observed scheduler leader", "leader", current)
+				}
+			},
+		},
+	}
+
+	// RunOrDie returns when ctx is cancelled or leadership is lost. Loop so a
+	// transient loss leads to re-election rather than permanently idle.
+	for {
+		select {
+		case <-ctx.Done():
+			return
+		default:
+		}
+		leaderelection.RunOrDie(ctx, config)
+		select {
+		case <-ctx.Done():
+			return
+		case <-time.After(2 * time.Second):
+		}
+	}
+}
diff --git a/api-server/internal/scheduler/scheduler.go b/api-server/internal/scheduler/scheduler.go
index 1011422..7996386 100644
--- a/api-server/internal/scheduler/scheduler.go
+++ b/api-server/internal/scheduler/scheduler.go
@@ -19,8 +19,10 @@ type Scheduler struct {
 	executions   []service.TaskExecution
 	executionsMu sync.RWMutex
 
-	stopCh chan struct{}
-	wg     sync.WaitGroup
+	mu      sync.Mutex
+	started bool
+	stopCh  chan struct{}
+	wg      sync.WaitGroup
 }
 
 // NewScheduler creates a new Scheduler
@@ -34,31 +36,41 @@ func NewScheduler(
 		balanceSvc: balanceSvc,
 		alertSvc:   alertSvc,
 		executions: make([]service.TaskExecution, 0),
-		stopCh:     make(chan struct{}),
 	}
 }
 
-// Start starts all scheduled tasks
+// Start starts all scheduled tasks. It is idempotent and re-startable: calling
+// Start after a Stop (e.g. when leadership is re-acquired) spins up a fresh set
+// of tasks against a new stop channel.
 func (s *Scheduler) Start(ctx context.Context) {
+	s.mu.Lock()
+	defer s.mu.Unlock()
+	if s.started {
+		return
+	}
+	s.started = true
+	s.stopCh = make(chan struct{})
 	logger.Info("Starting scheduler")
 
-	// Start billing task (every hour)
-	s.wg.Add(1)
+	s.wg.Add(3)
 	go s.runBillingTask(ctx)
-
-	// Start auto-recharge task (every hour)
-	s.wg.Add(1)
 	go s.runAutoRechargeTask(ctx)
-
-	// Start alert check task (every 15 minutes)
-	s.wg.Add(1)
 	go s.runAlertTask(ctx)
 }
 
-// Stop stops all scheduled tasks
+// Stop stops all scheduled tasks and waits for them to exit. Safe to call when
+// not started.
 func (s *Scheduler) Stop() {
-	logger.Info("Stopping scheduler")
+	s.mu.Lock()
+	if !s.started {
+		s.mu.Unlock()
+		return
+	}
+	s.started = false
 	close(s.stopCh)
+	s.mu.Unlock()
+
+	logger.Info("Stopping scheduler")
 	s.wg.Wait()
 }
 
@@ -101,14 +113,14 @@ func (s *Scheduler) safeExecute(name string, fn func()) {
 
 // sleepWithJitter waits a random duration in [0, max) to desynchronize task
 // firing across replicas, returning false if the scheduler is stopped meanwhile.
-func (s *Scheduler) sleepWithJitter(max time.Duration) bool {
+func (s *Scheduler) sleepWithJitter(stopCh <-chan struct{}, max time.Duration) bool {
 	if max <= 0 {
 		return true
 	}
 	timer := time.NewTimer(time.Duration(rand.Int63n(int64(max))))
 	defer timer.Stop()
 	select {
-	case <-s.stopCh:
+	case <-stopCh:
 		return false
 	case <-timer.C:
 		return true
@@ -117,8 +129,9 @@ func (s *Scheduler) sleepWithJitter(max time.Duration) bool {
 
 func (s *Scheduler) runBillingTask(ctx context.Context) {
 	defer s.wg.Done()
+	stopCh := s.stopCh
 
-	if !s.sleepWithJitter(60 * time.Second) {
+	if !s.sleepWithJitter(stopCh, 60*time.Second) {
 		return
 	}
 
@@ -127,7 +140,7 @@ func (s *Scheduler) runBillingTask(ctx context.Context) {
 
 	for {
 		select {
-		case <-s.stopCh:
+		case <-stopCh:
 			return
 		case <-ticker.C:
 			s.safeExecute("billing", func() { s.executeBillingTask(ctx) })
@@ -161,8 +174,9 @@ func (s *Scheduler) executeBillingTask(ctx context.Context) {
 
 func (s *Scheduler) runAutoRechargeTask(ctx context.Context) {
 	defer s.wg.Done()
+	stopCh := s.stopCh
 
-	if !s.sleepWithJitter(60 * time.Second) {
+	if !s.sleepWithJitter(stopCh, 60*time.Second) {
 		return
 	}
 
@@ -171,7 +185,7 @@ func (s *Scheduler) runAutoRechargeTask(ctx context.Context) {
 
 	for {
 		select {
-		case <-s.stopCh:
+		case <-stopCh:
 			return
 		case <-ticker.C:
 			s.safeExecute("auto_recharge", func() { s.executeAutoRechargeTask(ctx) })
@@ -205,8 +219,9 @@ func (s *Scheduler) executeAutoRechargeTask(ctx context.Context) {
 
 func (s *Scheduler) runAlertTask(ctx context.Context) {
 	defer s.wg.Done()
+	stopCh := s.stopCh
 
-	if !s.sleepWithJitter(30 * time.Second) {
+	if !s.sleepWithJitter(stopCh, 30*time.Second) {
 		return
 	}
 
@@ -215,7 +230,7 @@ func (s *Scheduler) runAlertTask(ctx context.Context) {
 
 	for {
 		select {
-		case <-s.stopCh:
+		case <-stopCh:
 			return
 		case <-ticker.C:
 			s.safeExecute("alert_check", func() { s.executeAlertTask(ctx) })
diff --git a/api-server/internal/scheduler/scheduler_test.go b/api-server/internal/scheduler/scheduler_test.go
new file mode 100644
index 0000000..b5f2c44
--- /dev/null
+++ b/api-server/internal/scheduler/scheduler_test.go
@@ -0,0 +1,45 @@
+package scheduler
+
+import (
+	"context"
+	"os"
+	"testing"
+	"time"
+
+	"github.com/bison/api-server/pkg/logger"
+)
+
+func TestMain(m *testing.M) {
+	logger.Init(false)
+	os.Exit(m.Run())
+}
+
+// TestSchedulerRestartable verifies the scheduler can be stopped and started
+// again (required for leader-election re-acquisition) and that Start/Stop are
+// idempotent and do not deadlock.
+func TestSchedulerRestartable(t *testing.T) {
+	s := NewScheduler(nil, nil, nil)
+	ctx := context.Background()
+
+	done := make(chan struct{})
+	go func() {
+		s.Start(ctx)
+		s.Start(ctx) // idempotent: second Start is a no-op
+		s.Stop()
+		s.Stop()     // idempotent: second Stop is a no-op
+		s.Start(ctx) // re-startable after Stop
+		s.Stop()
+		close(done)
+	}()
+
+	select {
+	case <-done:
+	case <-time.After(5 * time.Second):
+		t.Fatal("Start/Stop deadlocked")
+	}
+}
+
+func TestStopBeforeStartIsSafe(t *testing.T) {
+	s := NewScheduler(nil, nil, nil)
+	s.Stop() // must not panic or block when never started
+}
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 4e3b571..1a6c362 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.12
-appVersion: "0.0.12"
+version: 0.0.13
+appVersion: "0.0.13"
 keywords:
   - gpu
   - billing
diff --git a/deploy/charts/bison/templates/rbac.yaml b/deploy/charts/bison/templates/rbac.yaml
index 4a70b0e..dfe0984 100644
--- a/deploy/charts/bison/templates/rbac.yaml
+++ b/deploy/charts/bison/templates/rbac.yaml
@@ -35,6 +35,10 @@ rules:
   - apiGroups: [""]
     resources: ["nodes"]
     verbs: ["get", "list", "watch", "update", "patch"]
+  # Leader election for the singleton scheduler (coordination.k8s.io Lease)
+  - apiGroups: ["coordination.k8s.io"]
+    resources: ["leases"]
+    verbs: ["get", "create", "update"]
 ---
 apiVersion: rbac.authorization.k8s.io/v1
 kind: ClusterRoleBinding
diff --git a/deploy/charts/bison/values.yaml b/deploy/charts/bison/values.yaml
index 5282d46..6ad8f8c 100644
--- a/deploy/charts/bison/values.yaml
+++ b/deploy/charts/bison/values.yaml
@@ -42,11 +42,12 @@ dependencies:
 # API Server configuration
 apiServer:
   enabled: true
-  # NOTE: keep this at 1 until scheduler leader election is implemented.
-  # The api-server runs the billing/auto-recharge/alert scheduler; running more
-  # than one replica would execute those tasks once per replica and double-bill
-  # tenants. See docs/optimization-roadmap.md (主题 1) before scaling up.
-  replicaCount: 1
+  # The api-server runs the billing/auto-recharge/alert scheduler. Multiple
+  # replicas are safe: the scheduler is guarded by Kubernetes lease-based leader
+  # election (LEADER_ELECTION_ENABLED, on by default) so it runs on exactly one
+  # replica at a time. Set LEADER_ELECTION_ENABLED=false only for single-replica
+  # or local development.
+  replicaCount: 2
   image:
     repository: bison/api-server
     tag: "" # Defaults to Chart.AppVersion if empty
diff --git a/web-ui/package.json b/web-ui/package.json
index 37fdb16..bd6594f 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.12",
+  "version": "0.0.13",
   "private": true,
   "scripts": {
     "dev": "vite",

From cc6fbd6ee474db6bbc9790955a1bcd7cef385ed9 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 11:52:44 +0800
Subject: [PATCH 27/44] =?UTF-8?q?release:=20v0.0.14=20=E2=80=94=20persist?=
 =?UTF-8?q?=20auth=20Secret=20across=20helm=20upgrades?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Auth Secret reuses existing JWT key and admin password on helm upgrade via lookup, instead of regenerating with randAlphaNum every render (which rotated the JWT key and admin password on every upgrade). Fresh installs still auto-generate.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                              |  6 ++++++
 deploy/charts/bison/Chart.yaml            |  4 ++--
 deploy/charts/bison/templates/secret.yaml | 14 +++++++++++++-
 web-ui/package.json                       |  2 +-
 4 files changed, 22 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b1ad123..127ab68 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.14] - 2026-06-19
+
+### Fixed — Helm secret persistence
+
+- The auth `Secret` now reuses the existing JWT signing key and admin password on `helm upgrade` via `lookup`, instead of regenerating them with `randAlphaNum` on every render. Previously each upgrade rotated the JWT key (invalidating all sessions) and silently changed the admin password. Fresh installs still auto-generate; explicit `auth.admin.password` / `auth.jwt.secret` and `existingSecret` continue to take precedence.
+
 ## [0.0.13] - 2026-06-19
 
 ### Added — Scheduler leader election
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 1a6c362..c6edfbf 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.13
-appVersion: "0.0.13"
+version: 0.0.14
+appVersion: "0.0.14"
 keywords:
   - gpu
   - billing
diff --git a/deploy/charts/bison/templates/secret.yaml b/deploy/charts/bison/templates/secret.yaml
index 7bfe456..8ab02a8 100644
--- a/deploy/charts/bison/templates/secret.yaml
+++ b/deploy/charts/bison/templates/secret.yaml
@@ -1,9 +1,17 @@
 {{- if and .Values.apiServer.enabled .Values.auth.enabled }}
 {{- if not .Values.auth.admin.existingSecret }}
+{{- $secretName := printf "%s-auth" (include "bison.fullname" .) -}}
+{{- /* Reuse the already-generated secret on upgrade so the JWT signing key and
+       admin password stay stable across `helm upgrade`. Otherwise every upgrade
+       would re-run randAlphaNum, rotating the JWT key (invalidating all sessions)
+       and silently changing the admin password. */ -}}
+{{- $existing := (lookup "v1" "Secret" .Release.Namespace $secretName) -}}
+{{- $existingData := dict -}}
+{{- if $existing -}}{{- $existingData = $existing.data -}}{{- end -}}
 apiVersion: v1
 kind: Secret
 metadata:
-  name: {{ include "bison.fullname" . }}-auth
+  name: {{ $secretName }}
   namespace: {{ .Release.Namespace }}
   labels:
     {{- include "bison.labels" . | nindent 4 }}
@@ -11,11 +19,15 @@ type: Opaque
 data:
   {{- if .Values.auth.admin.password }}
   password: {{ .Values.auth.admin.password | b64enc | quote }}
+  {{- else if hasKey $existingData "password" }}
+  password: {{ get $existingData "password" | quote }}
   {{- else }}
   password: {{ randAlphaNum 16 | b64enc | quote }}
   {{- end }}
   {{- if .Values.auth.jwt.secret }}
   jwt-secret: {{ .Values.auth.jwt.secret | b64enc | quote }}
+  {{- else if hasKey $existingData "jwt-secret" }}
+  jwt-secret: {{ get $existingData "jwt-secret" | quote }}
   {{- else }}
   jwt-secret: {{ randAlphaNum 32 | b64enc | quote }}
   {{- end }}
diff --git a/web-ui/package.json b/web-ui/package.json
index bd6594f..35a3302 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.13",
+  "version": "0.0.14",
   "private": true,
   "scripts": {
     "dev": "vite",

From 8c96ea2bdc0ab07d89dd5278a1b279ff61b7efa1 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:01:01 +0800
Subject: [PATCH 28/44] =?UTF-8?q?release:=20v0.0.15=20=E2=80=94=20login=20?=
 =?UTF-8?q?rate=20limiting=20+=20constant-time=20credential=20compare?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Per-IP login limiter (5 fails / 5min -> 15min lockout, 429 + Retry-After) blocks admin-password brute force; crypto/subtle constant-time username+password comparison removes the timing side channel; limiter unit tests added.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                             |  8 ++
 api-server/internal/handler/auth.go      | 93 +++++++++++++++++++++++-
 api-server/internal/handler/auth_test.go | 66 +++++++++++++++++
 deploy/charts/bison/Chart.yaml           |  4 +-
 web-ui/package.json                      |  2 +-
 5 files changed, 167 insertions(+), 6 deletions(-)
 create mode 100644 api-server/internal/handler/auth_test.go

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 127ab68..af870e7 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,14 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.15] - 2026-06-19
+
+### Security — Login hardening
+
+- **Per-IP login rate limiting**: after 5 failed attempts within 5 minutes an IP is locked out for 15 minutes (HTTP 429 + `Retry-After`), stopping unthrottled brute-force of the admin password.
+- **Constant-time credential comparison** (`crypto/subtle.ConstantTimeCompare`) for both username and password, removing the early-exit timing side channel; both comparisons always run so username validity isn't leaked.
+- Added unit tests for the limiter (block threshold, success reset, window reset).
+
 ## [0.0.14] - 2026-06-19
 
 ### Fixed — Helm secret persistence
diff --git a/api-server/internal/handler/auth.go b/api-server/internal/handler/auth.go
index 1705883..3841bd9 100644
--- a/api-server/internal/handler/auth.go
+++ b/api-server/internal/handler/auth.go
@@ -1,8 +1,11 @@
 package handler
 
 import (
+	"crypto/subtle"
 	"net/http"
+	"strconv"
 	"strings"
+	"sync"
 	"time"
 
 	"github.com/gin-gonic/gin"
@@ -11,12 +14,79 @@ import (
 	"github.com/bison/api-server/pkg/logger"
 )
 
+// Login brute-force protection: after maxLoginFails failed attempts from one IP
+// within loginWindow, that IP is locked out for loginBlock.
+const (
+	maxLoginFails = 5
+	loginWindow   = 5 * time.Minute
+	loginBlock    = 15 * time.Minute
+)
+
+type failRecord struct {
+	count        int
+	resetAt      time.Time
+	blockedUntil time.Time
+}
+
+// loginLimiter is a small in-memory per-IP failed-login limiter.
+type loginLimiter struct {
+	mu    sync.Mutex
+	fails map[string]*failRecord
+}
+
+func newLoginLimiter() *loginLimiter {
+	return &loginLimiter{fails: make(map[string]*failRecord)}
+}
+
+// allowed reports whether the IP may attempt a login now; if blocked it returns
+// the number of seconds to wait.
+func (l *loginLimiter) allowed(ip string, now time.Time) (bool, int) {
+	l.mu.Lock()
+	defer l.mu.Unlock()
+	rec := l.fails[ip]
+	if rec != nil && now.Before(rec.blockedUntil) {
+		return false, int(rec.blockedUntil.Sub(now).Seconds()) + 1
+	}
+	return true, 0
+}
+
+// recordFailure increments the failure counter for an IP and blocks it once the
+// threshold within the window is exceeded.
+func (l *loginLimiter) recordFailure(ip string, now time.Time) {
+	l.mu.Lock()
+	defer l.mu.Unlock()
+	rec := l.fails[ip]
+	if rec == nil || now.After(rec.resetAt) {
+		rec = &failRecord{resetAt: now.Add(loginWindow)}
+		l.fails[ip] = rec
+	}
+	rec.count++
+	if rec.count >= maxLoginFails {
+		rec.blockedUntil = now.Add(loginBlock)
+	}
+	// Opportunistic prune to bound memory.
+	if len(l.fails) > 1024 {
+		for k, v := range l.fails {
+			if now.After(v.resetAt) && now.After(v.blockedUntil) {
+				delete(l.fails, k)
+			}
+		}
+	}
+}
+
+func (l *loginLimiter) recordSuccess(ip string) {
+	l.mu.Lock()
+	defer l.mu.Unlock()
+	delete(l.fails, ip)
+}
+
 // AuthHandler handles authentication
 type AuthHandler struct {
 	username  string
 	password  string
 	jwtSecret []byte
 	enabled   bool
+	limiter   *loginLimiter
 }
 
 // NewAuthHandler creates a new AuthHandler
@@ -26,6 +96,7 @@ func NewAuthHandler(username, password, jwtSecret string, enabled bool) *AuthHan
 		password:  password,
 		jwtSecret: []byte(jwtSecret),
 		enabled:   enabled,
+		limiter:   newLoginLimiter(),
 	}
 }
 
@@ -44,6 +115,17 @@ type LoginResponse struct {
 
 // Login handles user login
 func (h *AuthHandler) Login(c *gin.Context) {
+	ip := c.ClientIP()
+	now := time.Now()
+
+	// Reject brute-force attempts before doing any credential work.
+	if ok, retryAfter := h.limiter.allowed(ip, now); !ok {
+		logger.Warn("Login blocked: too many failed attempts", "ip", ip, "retryAfterSec", retryAfter)
+		c.Header("Retry-After", strconv.Itoa(retryAfter))
+		c.JSON(http.StatusTooManyRequests, gin.H{"error": "登录尝试过于频繁，请稍后再试", "code": "TOO_MANY_ATTEMPTS"})
+		return
+	}
+
 	var req LoginRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
 		logger.Warn("Login failed: invalid request", "error", err)
@@ -51,12 +133,17 @@ func (h *AuthHandler) Login(c *gin.Context) {
 		return
 	}
 
-	// Validate credentials
-	if req.Username != h.username || req.Password != h.password {
-		logger.Warn("Login failed: invalid credentials", "username", req.Username)
+	// Validate credentials using constant-time comparison to avoid leaking timing
+	// information. Both comparisons always run so username validity is not revealed.
+	userOK := subtle.ConstantTimeCompare([]byte(req.Username), []byte(h.username)) == 1
+	passOK := subtle.ConstantTimeCompare([]byte(req.Password), []byte(h.password)) == 1
+	if !userOK || !passOK {
+		h.limiter.recordFailure(ip, now)
+		logger.Warn("Login failed: invalid credentials", "username", req.Username, "ip", ip)
 		c.JSON(http.StatusUnauthorized, gin.H{"error": "用户名或密码错误", "code": "INVALID_CREDENTIALS"})
 		return
 	}
+	h.limiter.recordSuccess(ip)
 
 	// Generate JWT token
 	expiresAt := time.Now().Add(24 * time.Hour)
diff --git a/api-server/internal/handler/auth_test.go b/api-server/internal/handler/auth_test.go
new file mode 100644
index 0000000..3550864
--- /dev/null
+++ b/api-server/internal/handler/auth_test.go
@@ -0,0 +1,66 @@
+package handler
+
+import (
+	"testing"
+	"time"
+)
+
+func TestLoginLimiterBlocksAfterMaxFails(t *testing.T) {
+	l := newLoginLimiter()
+	now := time.Now()
+	ip := "1.2.3.4"
+
+	for i := 0; i < maxLoginFails-1; i++ {
+		l.recordFailure(ip, now)
+		if ok, _ := l.allowed(ip, now); !ok {
+			t.Fatalf("blocked too early after %d fails", i+1)
+		}
+	}
+	// The maxLoginFails-th failure triggers the block.
+	l.recordFailure(ip, now)
+	ok, retry := l.allowed(ip, now)
+	if ok {
+		t.Fatal("expected block after maxLoginFails failures")
+	}
+	if retry <= 0 {
+		t.Fatalf("expected positive Retry-After, got %d", retry)
+	}
+
+	// Block clears after loginBlock elapses.
+	if ok, _ := l.allowed(ip, now.Add(loginBlock+time.Second)); !ok {
+		t.Fatal("expected unblock after loginBlock elapsed")
+	}
+}
+
+func TestLoginLimiterSuccessResets(t *testing.T) {
+	l := newLoginLimiter()
+	now := time.Now()
+	ip := "5.6.7.8"
+
+	for i := 0; i < maxLoginFails; i++ {
+		l.recordFailure(ip, now)
+	}
+	if ok, _ := l.allowed(ip, now); ok {
+		t.Fatal("expected block")
+	}
+	// A successful login from a different (unblocked) state clears the record.
+	l.recordSuccess(ip)
+	if ok, _ := l.allowed(ip, now); !ok {
+		t.Fatal("expected allowed after recordSuccess")
+	}
+}
+
+func TestLoginLimiterWindowResets(t *testing.T) {
+	l := newLoginLimiter()
+	now := time.Now()
+	ip := "9.9.9.9"
+
+	// A few failures, then let the window expire before reaching the threshold.
+	l.recordFailure(ip, now)
+	l.recordFailure(ip, now)
+	later := now.Add(loginWindow + time.Second)
+	l.recordFailure(ip, later) // counter resets, so this is failure #1 in a new window
+	if ok, _ := l.allowed(ip, later); !ok {
+		t.Fatal("expected allowed; window should have reset the counter")
+	}
+}
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index c6edfbf..aa994f8 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.14
-appVersion: "0.0.14"
+version: 0.0.15
+appVersion: "0.0.15"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 35a3302..82e7245 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.14",
+  "version": "0.0.15",
   "private": true,
   "scripts": {
     "dev": "vite",

From a9615931df5acc4f485563cea4f519eda1da2d2a Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:07:39 +0800
Subject: [PATCH 29/44] =?UTF-8?q?release:=20v0.0.16=20=E2=80=94=20configur?=
 =?UTF-8?q?able=20CORS=20allowlist?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

CORS_ALLOWED_ORIGINS env restricts cross-origin requests to an allowlist (echoes matching origin + Vary + Allow-Credentials); unset preserves prior wildcard behavior for backward compatibility.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                         |  6 ++++++
 api-server/cmd/main.go               | 28 +++++++++++++++++++++++++---
 api-server/internal/config/config.go | 14 ++++++++++++++
 deploy/charts/bison/Chart.yaml       |  4 ++--
 web-ui/package.json                  |  2 +-
 5 files changed, 48 insertions(+), 6 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index af870e7..8c010c2 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.16] - 2026-06-19
+
+### Security — Configurable CORS
+
+- CORS is now configurable via `CORS_ALLOWED_ORIGINS` (comma-separated allowlist). When set, only listed origins are echoed back (with `Vary: Origin` and `Access-Control-Allow-Credentials`); other origins get no `Access-Control-Allow-Origin` and are blocked by the browser. Default (unset) preserves the previous `*` behavior, so existing deployments are unaffected until they opt in to tightening.
+
 ## [0.0.15] - 2026-06-19
 
 ### Security — Login hardening
diff --git a/api-server/cmd/main.go b/api-server/cmd/main.go
index cd4e171..3789dc2 100644
--- a/api-server/cmd/main.go
+++ b/api-server/cmd/main.go
@@ -121,7 +121,7 @@ func main() {
 	router := gin.New()
 	router.Use(middleware.Recovery())
 	router.Use(middleware.Logger())
-	router.Use(corsMiddleware())
+	router.Use(corsMiddleware(cfg.CORSAllowedOrigins))
 
 	// Health check endpoints
 	router.GET("/healthz", func(c *gin.Context) {
@@ -348,9 +348,31 @@ func main() {
 	logger.Info("Server stopped gracefully")
 }
 
-func corsMiddleware() gin.HandlerFunc {
+func corsMiddleware(allowedOrigins []string) gin.HandlerFunc {
+	// Build an O(1) lookup; "*" or an empty list means allow any origin.
+	allowAny := len(allowedOrigins) == 0
+	allowSet := make(map[string]struct{}, len(allowedOrigins))
+	for _, o := range allowedOrigins {
+		if o == "*" {
+			allowAny = true
+		}
+		allowSet[o] = struct{}{}
+	}
+
 	return func(c *gin.Context) {
-		c.Header("Access-Control-Allow-Origin", "*")
+		origin := c.GetHeader("Origin")
+
+		if allowAny {
+			c.Header("Access-Control-Allow-Origin", "*")
+		} else if _, ok := allowSet[origin]; ok && origin != "" {
+			// Echo the specific allowed origin and allow credentialed requests.
+			c.Header("Access-Control-Allow-Origin", origin)
+			c.Header("Access-Control-Allow-Credentials", "true")
+			c.Header("Vary", "Origin")
+		}
+		// If the origin is not allowed, no Allow-Origin header is set and the
+		// browser blocks the cross-origin response.
+
 		c.Header("Access-Control-Allow-Methods", "GET, POST, PUT, DELETE, OPTIONS")
 		c.Header("Access-Control-Allow-Headers", "Content-Type, Authorization")
 
diff --git a/api-server/internal/config/config.go b/api-server/internal/config/config.go
index f92fe73..7124e3b 100644
--- a/api-server/internal/config/config.go
+++ b/api-server/internal/config/config.go
@@ -4,6 +4,7 @@ import (
 	"fmt"
 	"os"
 	"strconv"
+	"strings"
 )
 
 // Config holds the API server configuration
@@ -22,6 +23,10 @@ type Config struct {
 	OpenCostURL   string
 	PrometheusURL string
 
+	// CORSAllowedOrigins restricts cross-origin requests. Empty means allow all
+	// origins ("*"); set a comma-separated allowlist to tighten in production.
+	CORSAllowedOrigins []string
+
 	// Feature toggles
 	CapsuleEnabled bool
 
@@ -88,5 +93,14 @@ func Load() (*Config, error) {
 		cfg.LeaderElectionEnabled = false
 	}
 
+	// CORS allowlist (comma-separated origins). Empty -> allow all.
+	if origins := os.Getenv("CORS_ALLOWED_ORIGINS"); origins != "" {
+		for _, o := range strings.Split(origins, ",") {
+			if o = strings.TrimSpace(o); o != "" {
+				cfg.CORSAllowedOrigins = append(cfg.CORSAllowedOrigins, o)
+			}
+		}
+	}
+
 	return cfg, nil
 }
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index aa994f8..fac4e5f 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.15
-appVersion: "0.0.15"
+version: 0.0.16
+appVersion: "0.0.16"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 82e7245..bc4dfbd 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.15",
+  "version": "0.0.16",
   "private": true,
   "scripts": {
     "dev": "vite",

From e3d08518208ce9846a3a25ee4be33fbb31f50d6e Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:14:44 +0800
Subject: [PATCH 30/44] =?UTF-8?q?release:=20v0.0.17=20=E2=80=94=20billing?=
 =?UTF-8?q?=20interval=20correctness=20+=20restart-safe=20last-billed=20ti?=
 =?UTF-8?q?mestamp?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

ProcessBilling gates on a persisted lastBilledAt so a cycle runs only after ~the configured interval elapsed, preventing the hourly tick from over-billing when interval>1h and preventing restart re-billing. First run sets a baseline. Timestamp write is conflict-retried; round-trip test added.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  8 ++
 .../internal/service/billing_service.go       | 89 +++++++++++++++++++
 .../internal/service/billing_service_test.go  | 31 +++++++
 deploy/charts/bison/Chart.yaml                |  4 +-
 web-ui/package.json                           |  2 +-
 5 files changed, 131 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8c010c2..65a2938 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,14 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.17] - 2026-06-19
+
+### Fixed — Billing interval correctness & restart safety
+
+- Billing now gates on a persisted `lastBilledAt` timestamp (stored in the billing ConfigMap): a cycle only runs once ~the configured interval has actually elapsed. This stops two failure modes — the hourly scheduler tick over-billing when `interval > 1h`, and a process restart re-billing a window that was already charged.
+- The first run on a fresh deployment establishes a baseline instead of billing an unknown historical window.
+- The timestamp write uses optimistic-concurrency retry; added a round-trip unit test.
+
 ## [0.0.16] - 2026-06-19
 
 ### Security — Configurable CORS
diff --git a/api-server/internal/service/billing_service.go b/api-server/internal/service/billing_service.go
index 6f60e88..954af42 100644
--- a/api-server/internal/service/billing_service.go
+++ b/api-server/internal/service/billing_service.go
@@ -8,7 +8,9 @@ import (
 	"time"
 
 	corev1 "k8s.io/api/core/v1"
+	"k8s.io/apimachinery/pkg/api/errors"
 	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
+	"k8s.io/client-go/util/retry"
 
 	"github.com/bison/api-server/internal/k8s"
 	"github.com/bison/api-server/internal/opencost"
@@ -17,6 +19,10 @@ import (
 
 const (
 	BillingConfigMap = "bison-billing-config"
+	// lastBilledKey stores (in the billing ConfigMap) the RFC3339 timestamp of the
+	// last successful billing run, so billing is not duplicated when the ticker
+	// fires more often than the configured interval or after a process restart.
+	lastBilledKey = "lastBilledAt"
 )
 
 // BillingConfig represents the billing configuration
@@ -149,6 +155,31 @@ func (s *BillingService) ProcessBilling(ctx context.Context) error {
 		return nil
 	}
 
+	// Enforce the configured billing interval regardless of how often the
+	// scheduler ticks, and survive restarts, by gating on a persisted timestamp.
+	interval := config.Interval
+	if interval <= 0 {
+		interval = 1
+	}
+	minGap := time.Duration(interval) * time.Hour
+	now := time.Now()
+	lastBilled, _ := s.getLastBilled(ctx)
+	if lastBilled.IsZero() {
+		// First run on a fresh deployment: establish a baseline instead of billing
+		// an unknown historical window.
+		if err := s.setLastBilled(ctx, now); err != nil {
+			logger.Warn("Failed to initialize billing baseline", "error", err)
+		}
+		logger.Info("Billing baseline initialized; skipping first cycle")
+		return nil
+	}
+	// Tolerate scheduler jitter: require ~95% of the interval to have elapsed.
+	if now.Sub(lastBilled) < time.Duration(float64(minGap)*0.95) {
+		logger.Debug("Skipping billing: interval not yet elapsed",
+			"sinceLastBilled", now.Sub(lastBilled).String(), "interval", minGap.String())
+		return nil
+	}
+
 	// Get usage from OpenCost
 	if s.opencostClient == nil || !s.opencostClient.IsEnabled() {
 		logger.Warn("OpenCost not available, skipping billing")
@@ -246,9 +277,67 @@ func (s *BillingService) ProcessBilling(ctx context.Context) error {
 		}
 	}
 
+	// Record successful billing time so the next cycle bills the correct window.
+	if err := s.setLastBilled(ctx, now); err != nil {
+		logger.Error("Failed to update last-billed timestamp", "error", err)
+	}
+
 	return nil
 }
 
+// getLastBilled returns the timestamp of the last successful billing run, or the
+// zero time if none has been recorded yet.
+func (s *BillingService) getLastBilled(ctx context.Context) (time.Time, error) {
+	cm, err := s.k8sClient.GetConfigMap(ctx, BisonNamespace, BillingConfigMap)
+	if err != nil {
+		if errors.IsNotFound(err) {
+			return time.Time{}, nil
+		}
+		return time.Time{}, err
+	}
+	v, ok := cm.Data[lastBilledKey]
+	if !ok || v == "" {
+		return time.Time{}, nil
+	}
+	t, err := time.Parse(time.RFC3339, v)
+	if err != nil {
+		logger.Warn("Invalid lastBilledAt timestamp, treating as unset", "value", v)
+		return time.Time{}, nil
+	}
+	return t, nil
+}
+
+// setLastBilled persists the last successful billing time, using optimistic
+// concurrency so it cannot clobber a concurrent config update.
+func (s *BillingService) setLastBilled(ctx context.Context, t time.Time) error {
+	value := t.UTC().Format(time.RFC3339)
+	return retry.RetryOnConflict(retry.DefaultRetry, func() error {
+		cm, err := s.k8sClient.GetConfigMap(ctx, BisonNamespace, BillingConfigMap)
+		if err != nil {
+			if errors.IsNotFound(err) {
+				cm = &corev1.ConfigMap{
+					ObjectMeta: metav1.ObjectMeta{
+						Name:      BillingConfigMap,
+						Namespace: BisonNamespace,
+						Labels: map[string]string{
+							"app.kubernetes.io/name":      "bison",
+							"app.kubernetes.io/component": "billing",
+						},
+					},
+					Data: map[string]string{lastBilledKey: value},
+				}
+				return s.k8sClient.CreateConfigMap(ctx, BisonNamespace, cm)
+			}
+			return err
+		}
+		if cm.Data == nil {
+			cm.Data = make(map[string]string)
+		}
+		cm.Data[lastBilledKey] = value
+		return s.k8sClient.UpdateConfigMap(ctx, BisonNamespace, cm)
+	})
+}
+
 // isGracePeriodExpired checks if the grace period has expired for a team
 func (s *BillingService) isGracePeriodExpired(config *BillingConfig, overdueAt *time.Time) bool {
 	if overdueAt == nil {
diff --git a/api-server/internal/service/billing_service_test.go b/api-server/internal/service/billing_service_test.go
index 49eee66..e6f6f59 100644
--- a/api-server/internal/service/billing_service_test.go
+++ b/api-server/internal/service/billing_service_test.go
@@ -85,6 +85,37 @@ func TestCalculateCostDisabledReturnsTotalCost(t *testing.T) {
 	}
 }
 
+func TestLastBilledRoundTrip(t *testing.T) {
+	svc := newTestBillingService([]ResourceDefinition{})
+	ctx := context.Background()
+
+	// No timestamp yet -> zero time.
+	if ts, err := svc.getLastBilled(ctx); err != nil || !ts.IsZero() {
+		t.Fatalf("expected zero time initially, got %v err=%v", ts, err)
+	}
+
+	now := time.Now().UTC().Truncate(time.Second)
+	if err := svc.setLastBilled(ctx, now); err != nil {
+		t.Fatalf("setLastBilled: %v", err)
+	}
+	got, err := svc.getLastBilled(ctx)
+	if err != nil {
+		t.Fatalf("getLastBilled: %v", err)
+	}
+	if !got.Equal(now) {
+		t.Fatalf("round-trip mismatch: got %v want %v", got, now)
+	}
+
+	// Overwrite works.
+	later := now.Add(2 * time.Hour)
+	if err := svc.setLastBilled(ctx, later); err != nil {
+		t.Fatalf("setLastBilled (overwrite): %v", err)
+	}
+	if got, _ := svc.getLastBilled(ctx); !got.Equal(later) {
+		t.Fatalf("overwrite mismatch: got %v want %v", got, later)
+	}
+}
+
 func TestIsGracePeriodExpired(t *testing.T) {
 	s := &BillingService{}
 	recent := time.Now().Add(-1 * time.Hour)
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index fac4e5f..b8528a6 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.16
-appVersion: "0.0.16"
+version: 0.0.17
+appVersion: "0.0.17"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index bc4dfbd..245049d 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.16",
+  "version": "0.0.17",
   "private": true,
   "scripts": {
     "dev": "vite",

From 497eb0ef295cd954cc83921a60559907ab70dfa3 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:20:59 +0800
Subject: [PATCH 31/44] =?UTF-8?q?release:=20v0.0.18=20=E2=80=94=20fix=20da?=
 =?UTF-8?q?ily=20burn-rate=20underestimate?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

CalculateDailyConsumption divides by the actual deduction-activity span (capped 7d, floored 0.5d) instead of a fixed 7 days, and fetches up to 400 records so a full week of hourly deductions isn't truncated. Recharges/out-of-window excluded. Tests added.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  7 ++
 .../internal/service/balance_service.go       | 55 +++++++++------
 .../internal/service/balance_service_test.go  | 67 +++++++++++++++++++
 deploy/charts/bison/Chart.yaml                |  4 +-
 web-ui/package.json                           |  2 +-
 5 files changed, 113 insertions(+), 22 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 65a2938..e0a0fa4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,13 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.18] - 2026-06-19
+
+### Fixed — Daily-consumption (burn-rate) estimate
+
+- `CalculateDailyConsumption` now divides total in-window deductions by the **actual span of deduction activity** (capped at 7 days, floored at 0.5 day) instead of a fixed 7-day denominator, which previously underestimated the burn rate and overestimated the time-to-overdue.
+- Fetches up to 400 history records (was 100) so a full week of hourly deductions isn't truncated and undercounted. Recharges and out-of-window records are correctly excluded. Added unit tests for span, floor, and exclusion behavior.
+
 ## [0.0.17] - 2026-06-19
 
 ### Fixed — Billing interval correctness & restart safety
diff --git a/api-server/internal/service/balance_service.go b/api-server/internal/service/balance_service.go
index 64e9212..5aecd1b 100644
--- a/api-server/internal/service/balance_service.go
+++ b/api-server/internal/service/balance_service.go
@@ -502,42 +502,59 @@ func (s *BalanceService) calculateNextExecution(config *AutoRechargeConfig) time
 	}
 }
 
-// CalculateDailyConsumption calculates the average daily consumption for a team based on recent history
+// CalculateDailyConsumption estimates the average daily spend for a team from its
+// recent deduction history.
+//
+// The denominator is the actual span of deduction activity within the last 7 days
+// (capped at 7 days, floored to avoid wildly overestimating from a single very
+// recent deduction) — NOT a fixed 7 days, which previously underestimated the burn
+// rate whenever the real activity window was shorter. We also fetch enough records
+// to cover a full week of hourly billing (168+), since the old 100-record cap
+// truncated the 7-day window and undercounted total deductions.
 func (s *BalanceService) CalculateDailyConsumption(ctx context.Context, teamName string) (float64, error) {
-	records, err := s.GetRechargeHistory(ctx, teamName, 100) // Get last 100 records
+	const (
+		lookbackDays = 7
+		maxSpanDays  = 7.0
+		minSpanDays  = 0.5
+		fetchRecords = 400
+	)
+
+	records, err := s.GetRechargeHistory(ctx, teamName, fetchRecords)
 	if err != nil {
 		return 0, err
 	}
 
-	// Calculate total deductions in last 7 days
 	now := time.Now()
-	sevenDaysAgo := now.AddDate(0, 0, -7)
+	windowStart := now.AddDate(0, 0, -lookbackDays)
 
 	var totalDeductions float64
-	var daysWithData float64 = 7 // Default to 7 days
+	var oldestDeduction time.Time
+	hasDeduction := false
 
 	for _, record := range records {
-		if record.Type == "deduction" && record.Timestamp.After(sevenDaysAgo) {
-			totalDeductions += -record.Amount // Amount is negative for deductions
+		if record.Type != "deduction" || !record.Timestamp.After(windowStart) {
+			continue
 		}
-	}
-
-	// If we have less than 7 days of data, calculate based on actual time span
-	if len(records) > 0 {
-		oldestRecord := records[len(records)-1]
-		if oldestRecord.Timestamp.After(sevenDaysAgo) {
-			actualDays := now.Sub(oldestRecord.Timestamp).Hours() / 24
-			if actualDays > 0 {
-				daysWithData = actualDays
-			}
+		totalDeductions += -record.Amount // Amount is negative for deductions
+		if !hasDeduction || record.Timestamp.Before(oldestDeduction) {
+			oldestDeduction = record.Timestamp
+			hasDeduction = true
 		}
 	}
 
-	if daysWithData == 0 {
+	if !hasDeduction || totalDeductions <= 0 {
 		return 0, nil
 	}
 
-	return totalDeductions / daysWithData, nil
+	spanDays := now.Sub(oldestDeduction).Hours() / 24
+	if spanDays > maxSpanDays {
+		spanDays = maxSpanDays
+	}
+	if spanDays < minSpanDays {
+		spanDays = minSpanDays
+	}
+
+	return totalDeductions / spanDays, nil
 }
 
 // SetOverdueAt records (or clears) when a team first went into negative balance.
diff --git a/api-server/internal/service/balance_service_test.go b/api-server/internal/service/balance_service_test.go
index 032b5d8..5ded60b 100644
--- a/api-server/internal/service/balance_service_test.go
+++ b/api-server/internal/service/balance_service_test.go
@@ -164,6 +164,73 @@ func TestDeductPreservesOverdueAt(t *testing.T) {
 	}
 }
 
+func addDeduction(t *testing.T, svc *BalanceService, team string, amount float64, ts time.Time) {
+	t.Helper()
+	if err := svc.addRechargeRecord(context.Background(), team, &RechargeRecord{
+		ID:        ts.Format(time.RFC3339Nano),
+		Timestamp: ts,
+		Type:      "deduction",
+		Amount:    -amount,
+		Operator:  "system",
+	}); err != nil {
+		t.Fatalf("addRechargeRecord: %v", err)
+	}
+}
+
+func TestCalculateDailyConsumptionUsesDeductionSpan(t *testing.T) {
+	svc := newTestBalanceService()
+	ctx := context.Background()
+	now := time.Now()
+
+	// Two deductions spanning ~4 days, total 200 -> ~50/day.
+	addDeduction(t, svc, "team-a", 100, now.Add(-4*24*time.Hour))
+	addDeduction(t, svc, "team-a", 100, now)
+
+	rate, err := svc.CalculateDailyConsumption(ctx, "team-a")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if rate < 45 || rate > 55 {
+		t.Fatalf("expected ~50/day, got %.2f", rate)
+	}
+}
+
+func TestCalculateDailyConsumptionFloorsSpan(t *testing.T) {
+	svc := newTestBalanceService()
+	ctx := context.Background()
+
+	// Single very recent deduction: span floored to 0.5 day -> 10 / 0.5 = 20.
+	addDeduction(t, svc, "team-a", 10, time.Now())
+	rate, err := svc.CalculateDailyConsumption(ctx, "team-a")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if rate < 18 || rate > 22 {
+		t.Fatalf("expected ~20/day (floored span), got %.2f", rate)
+	}
+}
+
+func TestCalculateDailyConsumptionIgnoresOldAndNonDeductions(t *testing.T) {
+	svc := newTestBalanceService()
+	ctx := context.Background()
+	now := time.Now()
+
+	addDeduction(t, svc, "team-a", 1000, now.Add(-30*24*time.Hour)) // outside 7d window
+	// a recharge inside the window must not count as consumption
+	if err := svc.addRechargeRecord(ctx, "team-a", &RechargeRecord{
+		ID: "r1", Timestamp: now, Type: "recharge", Amount: 500,
+	}); err != nil {
+		t.Fatal(err)
+	}
+	rate, err := svc.CalculateDailyConsumption(ctx, "team-a")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if rate != 0 {
+		t.Fatalf("expected 0 (no in-window deductions), got %.2f", rate)
+	}
+}
+
 // TestConcurrentRecharge exercises the optimistic-concurrency retry path against a
 // fake that enforces resourceVersion. Each Recharge re-reads, recomputes and
 // re-writes under retry.RetryOnConflict, so the final balance must equal the sum of
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index b8528a6..5a59099 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.17
-appVersion: "0.0.17"
+version: 0.0.18
+appVersion: "0.0.18"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 245049d..dfda1aa 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.17",
+  "version": "0.0.18",
   "private": true,
   "scripts": {
     "dev": "vite",

From 30e58620f161581df790f56956db207e6648cad3 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:27:41 +0800
Subject: [PATCH 32/44] =?UTF-8?q?release:=20v0.0.19=20=E2=80=94=20backend?=
 =?UTF-8?q?=20perf:=20drop=20discarded=20team-usage=20queries,=20load=20pr?=
 =?UTF-8?q?ices=20once?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

GET /teams no longer runs a discarded OpenCost query per team. Billing/report cost computation resolves the price table once per operation (loadPrices + costFromPrices) instead of reading the resource-config ConfigMap per allocation row.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  7 ++
 api-server/internal/handler/team.go           | 14 +---
 .../internal/service/billing_service.go       | 82 +++++++++++--------
 deploy/charts/bison/Chart.yaml                |  4 +-
 web-ui/package.json                           |  2 +-
 5 files changed, 60 insertions(+), 49 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e0a0fa4..f84a5bc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,13 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.19] - 2026-06-19
+
+### Changed — Backend performance
+
+- `GET /teams` no longer issues one (discarded) OpenCost usage query per team; per-team usage is fetched on demand by the detail/dashboard endpoints. This removes an O(teams) OpenCost call storm from the team list.
+- Billing/report cost computation now resolves the resource price table **once per operation** (`loadPrices` + `costFromPrices`) instead of reading the resource-config ConfigMap for every allocation row, cutting ConfigMap reads from O(allocations) to O(1) in `ProcessBilling`, `GetTeamBill`, and `GetProjectBill`.
+
 ## [0.0.18] - 2026-06-19
 
 ### Fixed — Daily-consumption (burn-rate) estimate
diff --git a/api-server/internal/handler/team.go b/api-server/internal/handler/team.go
index e24a457..8ca3594 100644
--- a/api-server/internal/handler/team.go
+++ b/api-server/internal/handler/team.go
@@ -34,17 +34,9 @@ func (h *TeamHandler) ListTeams(c *gin.Context) {
 		return
 	}
 
-	// Enrich with usage data if cost service is enabled
-	if h.costSvc.IsEnabled() {
-		window := c.DefaultQuery("window", "7d")
-		for _, team := range teams {
-			usage, _ := h.costSvc.GetTeamUsageByName(c.Request.Context(), team.Name, window)
-			if usage != nil {
-				// Add usage info (could extend Team struct or return separately)
-				_ = usage
-			}
-		}
-	}
+	// Per-team usage is fetched on demand by the team detail / dashboard endpoints,
+	// not here: the previous enrichment loop issued one OpenCost query per team and
+	// then discarded the result, scaling cost linearly with team count for nothing.
 
 	c.JSON(http.StatusOK, gin.H{"items": teams})
 }
diff --git a/api-server/internal/service/billing_service.go b/api-server/internal/service/billing_service.go
index 954af42..d9a480f 100644
--- a/api-server/internal/service/billing_service.go
+++ b/api-server/internal/service/billing_service.go
@@ -210,7 +210,8 @@ func (s *BillingService) ProcessBilling(ctx context.Context) error {
 		}
 	}
 
-	// Aggregate costs by team
+	// Aggregate costs by team. Prices are read once for the whole run.
+	prices := s.loadPrices(ctx)
 	teamCosts := make(map[string]float64)
 	for _, alloc := range allocations {
 		teamName, ok := nsToTeam[alloc.Name]
@@ -218,8 +219,7 @@ func (s *BillingService) ProcessBilling(ctx context.Context) error {
 			continue
 		}
 
-		// Calculate cost based on pricing config
-		cost := s.calculateCost(ctx, config, &alloc)
+		cost := costFromPrices(config, prices, &alloc)
 		teamCosts[teamName] += cost
 	}
 
@@ -372,6 +372,7 @@ func (s *BillingService) GetTeamBill(ctx context.Context, teamName, window strin
 	resourceCosts := make(map[string]float64)
 
 	config, _ := s.GetConfig(ctx)
+	prices := s.loadPrices(ctx)
 
 	if s.opencostClient != nil && s.opencostClient.IsEnabled() {
 		for _, project := range projects {
@@ -387,7 +388,7 @@ func (s *BillingService) GetTeamBill(ctx context.Context, teamName, window strin
 				totalUsage.GPUHours += alloc.GPUHours
 				totalUsage.Minutes += alloc.Minutes
 
-				cost := s.calculateCost(ctx, config, &alloc)
+				cost := costFromPrices(config, prices, &alloc)
 				totalCost += cost
 
 				resourceCosts["cpu"] += alloc.CPUCost
@@ -421,6 +422,7 @@ func (s *BillingService) GetProjectBill(ctx context.Context, projectName, window
 	resourceCosts := make(map[string]float64)
 
 	config, _ := s.GetConfig(ctx)
+	prices := s.loadPrices(ctx)
 
 	if s.opencostClient != nil && s.opencostClient.IsEnabled() {
 		allocations, err := s.opencostClient.GetAllocationForNamespace(ctx, window, projectName)
@@ -434,7 +436,7 @@ func (s *BillingService) GetProjectBill(ctx context.Context, projectName, window
 			usage.GPUHours += alloc.GPUHours
 			usage.Minutes += alloc.Minutes
 
-			cost := s.calculateCost(ctx, config, &alloc)
+			cost := costFromPrices(config, prices, &alloc)
 			totalCost += cost
 
 			resourceCosts["cpu"] += alloc.CPUCost
@@ -550,62 +552,72 @@ func (s *BillingService) getDefaultConfig() *BillingConfig {
 	}
 }
 
-func (s *BillingService) calculateCost(ctx context.Context, config *BillingConfig, alloc *opencost.Allocation) float64 {
-	if config == nil || !config.Enabled {
-		return alloc.TotalCost
-	}
-
-	var cost float64
+// resourcePrices holds the per-unit prices used for cost computation, resolved
+// once per billing/report operation instead of per allocation row.
+type resourcePrices struct {
+	cpu         float64
+	memory      float64
+	accelerator float64
+}
 
-	// Get resource configs for pricing
+// loadPrices reads the enabled resource configs once and builds a price table.
+func (s *BillingService) loadPrices(ctx context.Context) resourcePrices {
 	resourceConfigs, _ := s.resourceConfigSvc.GetEnabledResourceConfigs(ctx)
-
-	// Build price map and find accelerator price
-	cpuPrice := float64(0)
-	memoryPrice := float64(0)
-	acceleratorPrice := float64(0)
-
+	var p resourcePrices
 	for _, rc := range resourceConfigs {
 		if rc.Price <= 0 {
 			continue
 		}
 		switch rc.Name {
 		case "cpu":
-			cpuPrice = rc.Price
+			p.cpu = rc.Price
 		case "memory":
-			memoryPrice = rc.Price
+			p.memory = rc.Price
 		default:
-			// For accelerators (any non-cpu/memory resource), use the first one with price
-			if rc.Category == CategoryAccelerator && acceleratorPrice == 0 {
-				acceleratorPrice = rc.Price
+			// For accelerators (any non-cpu/memory resource), use the first priced one.
+			if rc.Category == CategoryAccelerator && p.accelerator == 0 {
+				p.accelerator = rc.Price
 			}
 		}
 	}
+	return p
+}
+
+// costFromPrices computes the cost of a single allocation from a precomputed price table.
+func costFromPrices(config *BillingConfig, p resourcePrices, alloc *opencost.Allocation) float64 {
+	if config == nil || !config.Enabled {
+		return alloc.TotalCost
+	}
 
-	// CPU cost
-	if cpuPrice > 0 {
-		cost += alloc.CPUCoreHours * cpuPrice
+	var cost float64
+	if p.cpu > 0 {
+		cost += alloc.CPUCoreHours * p.cpu
 	} else {
 		cost += alloc.CPUCost
 	}
-
-	// Memory cost
-	if memoryPrice > 0 {
-		cost += alloc.RAMGBHours * memoryPrice
+	if p.memory > 0 {
+		cost += alloc.RAMGBHours * p.memory
 	} else {
 		cost += alloc.RAMCost
 	}
-
-	// GPU/Accelerator cost (OpenCost reports all accelerators as GPUHours)
-	if acceleratorPrice > 0 {
-		cost += alloc.GPUHours * acceleratorPrice
+	// OpenCost reports all accelerators as GPUHours.
+	if p.accelerator > 0 {
+		cost += alloc.GPUHours * p.accelerator
 	} else {
 		cost += alloc.GPUCost
 	}
-
 	return cost
 }
 
+// calculateCost computes the cost of a single allocation, loading prices each call.
+// In loops prefer loadPrices + costFromPrices to avoid repeated ConfigMap reads.
+func (s *BillingService) calculateCost(ctx context.Context, config *BillingConfig, alloc *opencost.Allocation) float64 {
+	if config == nil || !config.Enabled {
+		return alloc.TotalCost
+	}
+	return costFromPrices(config, s.loadPrices(ctx), alloc)
+}
+
 func (s *BillingService) scaleDownNamespace(ctx context.Context, namespace string) error {
 	// Scale down deployments
 	deployments, err := s.k8sClient.ListDeployments(ctx, namespace)
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 5a59099..aa3ad70 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.18
-appVersion: "0.0.18"
+version: 0.0.19
+appVersion: "0.0.19"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index dfda1aa..2ef94d7 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.18",
+  "version": "0.0.19",
   "private": true,
   "scripts": {
     "dev": "vite",

From 3ba49c27bb59ad268e31a75940857d4623dd4319 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:34:24 +0800
Subject: [PATCH 33/44] =?UTF-8?q?release:=20v0.0.20=20=E2=80=94=20OpenCost?=
 =?UTF-8?q?=20query=20TTL=20+=20coalescing=20cache?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

OpenCost allocation queries wrapped in a 30s TTL cache that coalesces concurrent identical queries (window/aggregate/filter), cutting duplicate dashboard/billing load. Errors not cached. Self-contained, race-tested, no new dependency.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                               |  6 ++
 api-server/internal/opencost/cache.go      | 58 ++++++++++++++++
 api-server/internal/opencost/cache_test.go | 78 ++++++++++++++++++++++
 api-server/internal/opencost/client.go     | 14 +++-
 deploy/charts/bison/Chart.yaml             |  4 +-
 web-ui/package.json                        |  2 +-
 6 files changed, 158 insertions(+), 4 deletions(-)
 create mode 100644 api-server/internal/opencost/cache.go
 create mode 100644 api-server/internal/opencost/cache_test.go

diff --git a/CHANGELOG.md b/CHANGELOG.md
index f84a5bc..78b09af 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.20] - 2026-06-19
+
+### Changed — OpenCost query caching
+
+- The OpenCost client now wraps allocation queries in a 30s TTL cache that also **coalesces concurrent identical queries** (same window/aggregate/filter), so a burst of dashboard/billing requests hits OpenCost once instead of once per caller. Errors are not cached (next caller retries). Self-contained implementation — no new dependency; covered by race-tested unit tests.
+
 ## [0.0.19] - 2026-06-19
 
 ### Changed — Backend performance
diff --git a/api-server/internal/opencost/cache.go b/api-server/internal/opencost/cache.go
new file mode 100644
index 0000000..9bd6e8d
--- /dev/null
+++ b/api-server/internal/opencost/cache.go
@@ -0,0 +1,58 @@
+package opencost
+
+import (
+	"sync"
+	"time"
+)
+
+type allocCacheEntry struct {
+	ready  chan struct{} // closed when val/err are populated
+	val    []Allocation
+	err    error
+	expiry time.Time // guarded by allocCache.mu; zero while in-flight
+}
+
+// allocCache is a small TTL cache that also coalesces concurrent identical
+// allocation queries, so a burst of dashboard/billing requests for the same
+// window/aggregate/filter hits OpenCost once instead of once per caller.
+type allocCache struct {
+	ttl     time.Duration
+	mu      sync.Mutex
+	entries map[string]*allocCacheEntry
+}
+
+func newAllocCache(ttl time.Duration) *allocCache {
+	return &allocCache{ttl: ttl, entries: make(map[string]*allocCacheEntry)}
+}
+
+// do returns a cached result if fresh, joins an in-flight fetch for the same key,
+// or runs fetch once and caches the (successful) result for ttl. Errors are not
+// cached so the next caller retries.
+func (c *allocCache) do(key string, fetch func() ([]Allocation, error)) ([]Allocation, error) {
+	c.mu.Lock()
+	if e := c.entries[key]; e != nil && (e.expiry.IsZero() || time.Now().Before(e.expiry)) {
+		// In-flight (zero expiry) or still-fresh cached result: reuse it.
+		c.mu.Unlock()
+		<-e.ready
+		return e.val, e.err
+	}
+	e := &allocCacheEntry{ready: make(chan struct{})}
+	c.entries[key] = e
+	c.mu.Unlock()
+
+	e.val, e.err = fetch()
+
+	c.mu.Lock()
+	if e.err != nil {
+		// Do not cache failures; drop so the next caller retries.
+		if c.entries[key] == e {
+			delete(c.entries, key)
+		}
+	} else {
+		e.expiry = time.Now().Add(c.ttl)
+	}
+	c.mu.Unlock()
+
+	close(e.ready)
+	return e.val, e.err
+}
diff --git a/api-server/internal/opencost/cache_test.go b/api-server/internal/opencost/cache_test.go
new file mode 100644
index 0000000..d0fac3f
--- /dev/null
+++ b/api-server/internal/opencost/cache_test.go
@@ -0,0 +1,78 @@
+package opencost
+
+import (
+	"errors"
+	"sync"
+	"sync/atomic"
+	"testing"
+	"time"
+)
+
+func TestAllocCacheCoalescesConcurrentCalls(t *testing.T) {
+	c := newAllocCache(time.Minute)
+	var calls int32
+
+	fetch := func() ([]Allocation, error) {
+		atomic.AddInt32(&calls, 1)
+		time.Sleep(40 * time.Millisecond) // hold the in-flight window open
+		return []Allocation{{Name: "ns"}}, nil
+	}
+
+	const n = 12
+	var wg sync.WaitGroup
+	wg.Add(n)
+	for i := 0; i < n; i++ {
+		go func() {
+			defer wg.Done()
+			res, err := c.do("k", fetch)
+			if err != nil || len(res) != 1 {
+				t.Errorf("unexpected result: %v %v", res, err)
+			}
+		}()
+	}
+	wg.Wait()
+
+	if got := atomic.LoadInt32(&calls); got != 1 {
+		t.Fatalf("expected 1 underlying fetch (coalesced), got %d", got)
+	}
+}
+
+func TestAllocCacheTTL(t *testing.T) {
+	c := newAllocCache(40 * time.Millisecond)
+	var calls int32
+	fetch := func() ([]Allocation, error) {
+		atomic.AddInt32(&calls, 1)
+		return nil, nil
+	}
+
+	_, _ = c.do("k", fetch)
+	_, _ = c.do("k", fetch) // within TTL -> cached
+	if got := atomic.LoadInt32(&calls); got != 1 {
+		t.Fatalf("expected 1 fetch within TTL, got %d", got)
+	}
+
+	time.Sleep(60 * time.Millisecond) // let it expire
+	_, _ = c.do("k", fetch)
+	if got := atomic.LoadInt32(&calls); got != 2 {
+		t.Fatalf("expected re-fetch after TTL, got %d", got)
+	}
+}
+
+func TestAllocCacheDoesNotCacheErrors(t *testing.T) {
+	c := newAllocCache(time.Minute)
+	var calls int32
+	fetch := func() ([]Allocation, error) {
+		atomic.AddInt32(&calls, 1)
+		return nil, errors.New("boom")
+	}
+
+	if _, err := c.do("k", fetch); err == nil {
+		t.Fatal("expected error")
+	}
+	if _, err := c.do("k", fetch); err == nil {
+		t.Fatal("expected error on retry")
+	}
+	if got := atomic.LoadInt32(&calls); got != 2 {
+		t.Fatalf("errors must not be cached; expected 2 fetches, got %d", got)
+	}
+}
diff --git a/api-server/internal/opencost/client.go b/api-server/internal/opencost/client.go
index 25698f7..5a057e7 100644
--- a/api-server/internal/opencost/client.go
+++ b/api-server/internal/opencost/client.go
@@ -16,6 +16,7 @@ import (
 type Client struct {
 	baseURL    string
 	httpClient *http.Client
+	cache      *allocCache
 }
 
 // NewClient creates a new OpenCost client
@@ -25,6 +26,9 @@ func NewClient(baseURL string) *Client {
 		httpClient: &http.Client{
 			Timeout: 30 * time.Second,
 		},
+		// Short TTL: dashboard/billing repeatedly query the same windows; 30s keeps
+		// data near-real-time while collapsing duplicate concurrent queries.
+		cache: newAllocCache(30 * time.Second),
 	}
 }
 
@@ -109,12 +113,20 @@ func (c *Client) GetAllocationForNamespace(ctx context.Context, window, namespac
 	return c.getAllocation(ctx, window, "namespace", fmt.Sprintf("namespace:\"%s\"", namespace))
 }
 
-// getAllocation is the internal method to query allocations
+// getAllocation queries allocations through a short-TTL coalescing cache so that
+// concurrent dashboard/billing requests for the same window hit OpenCost once.
 func (c *Client) getAllocation(ctx context.Context, window, aggregate, filter string) ([]Allocation, error) {
 	if !c.IsEnabled() {
 		return nil, fmt.Errorf("opencost not configured")
 	}
+	key := window + "|" + aggregate + "|" + filter
+	return c.cache.do(key, func() ([]Allocation, error) {
+		return c.fetchAllocation(ctx, window, aggregate, filter)
+	})
+}
 
+// fetchAllocation performs the actual OpenCost HTTP query (uncached).
+func (c *Client) fetchAllocation(ctx context.Context, window, aggregate, filter string) ([]Allocation, error) {
 	// Build URL
 	params := url.Values{}
 	params.Set("window", window)
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index aa3ad70..9744d73 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.19
-appVersion: "0.0.19"
+version: 0.0.20
+appVersion: "0.0.20"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 2ef94d7..e854410 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.19",
+  "version": "0.0.20",
   "private": true,
   "scripts": {
     "dev": "vite",

From 1893247fa52ad10b1aeabf1e2b102ad3ee762a4e Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:45:18 +0800
Subject: [PATCH 34/44] =?UTF-8?q?release:=20v0.0.21=20=E2=80=94=20CI=20tes?=
 =?UTF-8?q?t/lint=20gate=20before=20publish=20+=20reproducible=20web=20bui?=
 =?UTF-8?q?ld?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Release workflow gains a Test & Lint Gate (go vet/fmt/build/test -race + web npm ci/lint/vitest/build) that the publish chain needs, so broken code cannot be released. Declared tslib (phantom dep of echarts-for-react, previously provided by removed pro-components) and synced package-lock so npm ci is reproducible. gofmt applied across api-server.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .github/workflows/release.yml                 |  59 +++
 CHANGELOG.md                                  |  12 +
 api-server/cmd/main.go                        |   4 +-
 api-server/internal/config/config.go          |  12 +-
 api-server/internal/handler/onboarding.go     |  17 +-
 .../service/config_transfer_service.go        |  20 +-
 .../internal/service/onboarding_service.go    |  10 +-
 deploy/charts/bison/Chart.yaml                |   4 +-
 web-ui/package-lock.json                      | 445 +-----------------
 web-ui/package.json                           |   5 +-
 10 files changed, 115 insertions(+), 473 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 394f0a7..d0bb7fe 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -15,9 +15,68 @@ env:
   IMAGE_PREFIX: ghcr.io/${{ github.repository_owner }}/bison
 
 jobs:
+  gate:
+    name: Test & Lint Gate
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Set up Go
+        uses: actions/setup-go@v5
+        with:
+          go-version: '1.24'
+          cache-dependency-path: api-server/go.sum
+
+      - name: Go vet
+        working-directory: api-server
+        run: go vet ./...
+
+      - name: Go fmt check
+        working-directory: api-server
+        run: |
+          if [ -n "$(gofmt -l .)" ]; then
+            echo "Go code is not formatted:"; gofmt -d .; exit 1
+          fi
+
+      - name: Go build
+        working-directory: api-server
+        run: go build ./...
+
+      - name: Go test (race + coverage)
+        working-directory: api-server
+        run: |
+          go test -race -coverprofile=coverage.out ./...
+          echo "### API coverage" >> "$GITHUB_STEP_SUMMARY"
+          go tool cover -func=coverage.out | tail -1 >> "$GITHUB_STEP_SUMMARY"
+
+      - name: Set up Node
+        uses: actions/setup-node@v4
+        with:
+          node-version: '20'
+          cache: npm
+          cache-dependency-path: web-ui/package-lock.json
+
+      - name: Web install
+        working-directory: web-ui
+        run: npm ci --no-audit --no-fund
+
+      - name: Web lint
+        working-directory: web-ui
+        run: npm run lint
+
+      - name: Web test
+        working-directory: web-ui
+        run: npx vitest run
+
+      - name: Web build
+        working-directory: web-ui
+        run: npm run build
+
   prepare:
     name: Prepare Release
     runs-on: ubuntu-latest
+    needs: gate
     outputs:
       version: ${{ steps.extract_version.outputs.version }}
     steps:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 78b09af..3134a5c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,18 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.21] - 2026-06-19
+
+### Added — Release test/lint gate
+
+- The release workflow now runs a **Test & Lint Gate** before anything is built or published: `go vet`, `gofmt` check, `go build`, `go test -race` (with coverage in the job summary), plus web `npm ci` / lint / `vitest run` / build. `prepare` (and the whole publish chain) `needs` this gate, so broken code can no longer be tagged into a public release.
+
+### Fixed — Reproducible web build
+
+- Declared `tslib` as an explicit dependency: `echarts-for-react` imports it but doesn't declare it, so it was a phantom dependency previously satisfied only by the removed `@ant-design/pro-components`. Clean installs (`npm ci`) now build reliably.
+- Synced `package-lock.json` with `package.json` (removed stale `pro-components`, added `tslib`) so `npm ci` works.
+- Applied `gofmt` across the api-server (formatting only).
+
 ## [0.0.20] - 2026-06-19
 
 ### Changed — OpenCost query caching
diff --git a/api-server/cmd/main.go b/api-server/cmd/main.go
index 3789dc2..8c8be80 100644
--- a/api-server/cmd/main.go
+++ b/api-server/cmd/main.go
@@ -141,8 +141,8 @@ func main() {
 		// Feature flags (public)
 		api.GET("/features", func(c *gin.Context) {
 			c.JSON(http.StatusOK, gin.H{
-				"costEnabled":      costSvc.IsEnabled(),
-				"capsuleEnabled":   cfg.CapsuleEnabled,
+				"costEnabled":       costSvc.IsEnabled(),
+				"capsuleEnabled":    cfg.CapsuleEnabled,
 				"prometheusEnabled": cfg.PrometheusURL != "",
 			})
 		})
diff --git a/api-server/internal/config/config.go b/api-server/internal/config/config.go
index 7124e3b..a19a14c 100644
--- a/api-server/internal/config/config.go
+++ b/api-server/internal/config/config.go
@@ -39,12 +39,12 @@ type Config struct {
 // Load reads configuration from environment variables
 func Load() (*Config, error) {
 	cfg := &Config{
-		Port:          8080,
-		Mode:          "release",
-		AuthEnabled:   false,
-		AdminUsername: "admin",
-		AdminPassword: "admin",
-		JWTSecret:     "bison-secret-key-change-in-production",
+		Port:                  8080,
+		Mode:                  "release",
+		AuthEnabled:           false,
+		AdminUsername:         "admin",
+		AdminPassword:         "admin",
+		JWTSecret:             "bison-secret-key-change-in-production",
 		OpenCostURL:           "",
 		PrometheusURL:         "",
 		CapsuleEnabled:        true,
diff --git a/api-server/internal/handler/onboarding.go b/api-server/internal/handler/onboarding.go
index ef19ef8..d33b051 100644
--- a/api-server/internal/handler/onboarding.go
+++ b/api-server/internal/handler/onboarding.go
@@ -11,15 +11,15 @@ import (
 
 // OnboardingHandler handles node onboarding requests
 type OnboardingHandler struct {
-	onboardingSvc   *service.OnboardingService
-	initScriptSvc   *service.InitScriptService
+	onboardingSvc *service.OnboardingService
+	initScriptSvc *service.InitScriptService
 }
 
 // NewOnboardingHandler creates a new OnboardingHandler
 func NewOnboardingHandler(onboardingSvc *service.OnboardingService, initScriptSvc *service.InitScriptService) *OnboardingHandler {
 	return &OnboardingHandler{
-		onboardingSvc:   onboardingSvc,
-		initScriptSvc:   initScriptSvc,
+		onboardingSvc: onboardingSvc,
+		initScriptSvc: initScriptSvc,
 	}
 }
 
@@ -96,10 +96,10 @@ func (h *OnboardingHandler) GetControlPlaneConfig(c *gin.Context) {
 
 	// Mask sensitive data
 	response := gin.H{
-		"host":       config.Host,
-		"sshPort":    config.SSHPort,
-		"sshUser":    config.SSHUser,
-		"authMethod": config.AuthMethod,
+		"host":          config.Host,
+		"sshPort":       config.SSHPort,
+		"sshUser":       config.SSHUser,
+		"authMethod":    config.AuthMethod,
 		"hasPassword":   config.Password != "",
 		"hasPrivateKey": config.PrivateKey != "",
 	}
@@ -274,4 +274,3 @@ func (h *OnboardingHandler) ReorderInitScripts(c *gin.Context) {
 
 	c.JSON(http.StatusOK, gin.H{"message": "Script groups reordered"})
 }
-
diff --git a/api-server/internal/service/config_transfer_service.go b/api-server/internal/service/config_transfer_service.go
index 7127f90..5366c49 100644
--- a/api-server/internal/service/config_transfer_service.go
+++ b/api-server/internal/service/config_transfer_service.go
@@ -23,21 +23,21 @@ var AllSections = []string{SectionBilling, SectionAlerts, SectionResources, Sect
 
 // ExportConfig represents the full export file structure
 type ExportConfig struct {
-	Version    string                 `json:"version"`
-	ExportedAt time.Time             `json:"exportedAt"`
-	ExportedBy string                 `json:"exportedBy"`
+	Version    string                     `json:"version"`
+	ExportedAt time.Time                  `json:"exportedAt"`
+	ExportedBy string                     `json:"exportedBy"`
 	Sections   map[string]json.RawMessage `json:"sections"`
 }
 
 // SectionPreview holds diff info for one config section
 type SectionPreview struct {
-	Present          bool                              `json:"present"`
-	Valid            bool                              `json:"valid"`
-	HasSensitiveData bool                              `json:"hasSensitiveData"`
-	Changes          map[string]*FieldChange           `json:"changes,omitempty"`
-	Summary          *ResourceSummary                  `json:"summary,omitempty"`
-	Warnings         []string                          `json:"warnings,omitempty"`
-	Errors           []string                          `json:"errors,omitempty"`
+	Present          bool                    `json:"present"`
+	Valid            bool                    `json:"valid"`
+	HasSensitiveData bool                    `json:"hasSensitiveData"`
+	Changes          map[string]*FieldChange `json:"changes,omitempty"`
+	Summary          *ResourceSummary        `json:"summary,omitempty"`
+	Warnings         []string                `json:"warnings,omitempty"`
+	Errors           []string                `json:"errors,omitempty"`
 }
 
 // FieldChange represents a single field change
diff --git a/api-server/internal/service/onboarding_service.go b/api-server/internal/service/onboarding_service.go
index ccf983b..7efc8a1 100644
--- a/api-server/internal/service/onboarding_service.go
+++ b/api-server/internal/service/onboarding_service.go
@@ -81,11 +81,11 @@ type OnboardingRequest struct {
 
 // OnboardingService handles node onboarding operations
 type OnboardingService struct {
-	k8sClient       *k8s.Client
-	nodeSvc         *NodeService
-	initScriptSvc   *InitScriptService
-	runningJobs     map[string]context.CancelFunc
-	runningJobsMu   sync.RWMutex
+	k8sClient     *k8s.Client
+	nodeSvc       *NodeService
+	initScriptSvc *InitScriptService
+	runningJobs   map[string]context.CancelFunc
+	runningJobsMu sync.RWMutex
 }
 
 // NewOnboardingService creates a new OnboardingService
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 9744d73..50c564e 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.20
-appVersion: "0.0.20"
+version: 0.0.21
+appVersion: "0.0.21"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package-lock.json b/web-ui/package-lock.json
index 89696a0..4571970 100644
--- a/web-ui/package-lock.json
+++ b/web-ui/package-lock.json
@@ -1,15 +1,14 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.1",
+  "version": "0.0.20",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "bison-web-ui",
-      "version": "0.0.1",
+      "version": "0.0.20",
       "dependencies": {
         "@ant-design/icons": "^5.2.6",
-        "@ant-design/pro-components": "^2.6.43",
         "@tanstack/react-query": "^5.17.0",
         "antd": "^5.12.8",
         "axios": "^1.6.5",
@@ -18,7 +17,8 @@
         "echarts-for-react": "^3.0.2",
         "react": "^18.2.0",
         "react-dom": "^18.2.0",
-        "react-router-dom": "^6.21.1"
+        "react-router-dom": "^6.21.1",
+        "tslib": "^2.6.0"
       },
       "devDependencies": {
         "@testing-library/jest-dom": "^6.9.1",
@@ -143,267 +143,6 @@
       "version": "4.4.2",
       "license": "MIT"
     },
-    "node_modules/@ant-design/pro-card": {
-      "version": "2.10.0",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/cssinjs": "^1.21.1",
-        "@ant-design/icons": "^5.0.0",
-        "@ant-design/pro-provider": "2.16.2",
-        "@ant-design/pro-utils": "2.18.0",
-        "@babel/runtime": "^7.18.0",
-        "classnames": "^2.3.2",
-        "rc-resize-observer": "^1.0.0",
-        "rc-util": "^5.4.0"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-components": {
-      "version": "2.8.10",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/pro-card": "2.10.0",
-        "@ant-design/pro-descriptions": "2.6.10",
-        "@ant-design/pro-field": "3.1.0",
-        "@ant-design/pro-form": "2.32.0",
-        "@ant-design/pro-layout": "7.22.7",
-        "@ant-design/pro-list": "2.6.10",
-        "@ant-design/pro-provider": "2.16.2",
-        "@ant-design/pro-skeleton": "2.2.1",
-        "@ant-design/pro-table": "3.21.0",
-        "@ant-design/pro-utils": "2.18.0",
-        "@babel/runtime": "^7.16.3"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0",
-        "react-dom": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-descriptions": {
-      "version": "2.6.10",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/pro-field": "3.1.0",
-        "@ant-design/pro-form": "2.32.0",
-        "@ant-design/pro-provider": "2.16.2",
-        "@ant-design/pro-skeleton": "2.2.1",
-        "@ant-design/pro-utils": "2.18.0",
-        "@babel/runtime": "^7.18.0",
-        "rc-resize-observer": "^0.2.3",
-        "rc-util": "^5.0.6"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-descriptions/node_modules/rc-resize-observer": {
-      "version": "0.2.6",
-      "license": "MIT",
-      "dependencies": {
-        "@babel/runtime": "^7.10.1",
-        "classnames": "^2.2.1",
-        "rc-util": "^5.0.0",
-        "resize-observer-polyfill": "^1.5.1"
-      },
-      "peerDependencies": {
-        "react": ">=16.9.0",
-        "react-dom": ">=16.9.0"
-      }
-    },
-    "node_modules/@ant-design/pro-field": {
-      "version": "3.1.0",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/icons": "^5.0.0",
-        "@ant-design/pro-provider": "2.16.2",
-        "@ant-design/pro-utils": "2.18.0",
-        "@babel/runtime": "^7.18.0",
-        "@chenshuai2144/sketch-color": "^1.0.8",
-        "classnames": "^2.3.2",
-        "dayjs": "^1.11.10",
-        "lodash": "^4.17.21",
-        "lodash-es": "^4.17.21",
-        "rc-util": "^5.4.0",
-        "swr": "^2.0.0"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-form": {
-      "version": "2.32.0",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/icons": "^5.0.0",
-        "@ant-design/pro-field": "3.1.0",
-        "@ant-design/pro-provider": "2.16.2",
-        "@ant-design/pro-utils": "2.18.0",
-        "@babel/runtime": "^7.18.0",
-        "@chenshuai2144/sketch-color": "^1.0.7",
-        "@umijs/use-params": "^1.0.9",
-        "classnames": "^2.3.2",
-        "dayjs": "^1.11.10",
-        "lodash": "^4.17.21",
-        "lodash-es": "^4.17.21",
-        "rc-resize-observer": "^1.1.0",
-        "rc-util": "^5.0.6"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "rc-field-form": ">=1.22.0",
-        "react": ">=17.0.0",
-        "react-dom": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-layout": {
-      "version": "7.22.7",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/cssinjs": "^1.21.1",
-        "@ant-design/icons": "^5.0.0",
-        "@ant-design/pro-provider": "2.16.2",
-        "@ant-design/pro-utils": "2.18.0",
-        "@babel/runtime": "^7.18.0",
-        "@umijs/route-utils": "^4.0.0",
-        "@umijs/use-params": "^1.0.9",
-        "classnames": "^2.3.2",
-        "lodash": "^4.17.21",
-        "lodash-es": "^4.17.21",
-        "path-to-regexp": "8.2.0",
-        "rc-resize-observer": "^1.1.0",
-        "rc-util": "^5.0.6",
-        "swr": "^2.0.0",
-        "warning": "^4.0.3"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0",
-        "react-dom": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-list": {
-      "version": "2.6.10",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/cssinjs": "^1.21.1",
-        "@ant-design/icons": "^5.0.0",
-        "@ant-design/pro-card": "2.10.0",
-        "@ant-design/pro-field": "3.1.0",
-        "@ant-design/pro-table": "3.21.0",
-        "@ant-design/pro-utils": "2.18.0",
-        "@babel/runtime": "^7.18.0",
-        "classnames": "^2.3.2",
-        "dayjs": "^1.11.10",
-        "rc-resize-observer": "^1.0.0",
-        "rc-util": "^4.19.0"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0",
-        "react-dom": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-list/node_modules/rc-util": {
-      "version": "4.21.1",
-      "license": "MIT",
-      "dependencies": {
-        "add-dom-event-listener": "^1.1.0",
-        "prop-types": "^15.5.10",
-        "react-is": "^16.12.0",
-        "react-lifecycles-compat": "^3.0.4",
-        "shallowequal": "^1.1.0"
-      }
-    },
-    "node_modules/@ant-design/pro-list/node_modules/react-is": {
-      "version": "16.13.1",
-      "license": "MIT"
-    },
-    "node_modules/@ant-design/pro-provider": {
-      "version": "2.16.2",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/cssinjs": "^1.21.1",
-        "@babel/runtime": "^7.18.0",
-        "@ctrl/tinycolor": "^3.4.0",
-        "dayjs": "^1.11.10",
-        "rc-util": "^5.0.1",
-        "swr": "^2.0.0"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0",
-        "react-dom": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-skeleton": {
-      "version": "2.2.1",
-      "license": "MIT",
-      "dependencies": {
-        "@babel/runtime": "^7.18.0"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0",
-        "react-dom": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-table": {
-      "version": "3.21.0",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/cssinjs": "^1.21.1",
-        "@ant-design/icons": "^5.0.0",
-        "@ant-design/pro-card": "2.10.0",
-        "@ant-design/pro-field": "3.1.0",
-        "@ant-design/pro-form": "2.32.0",
-        "@ant-design/pro-provider": "2.16.2",
-        "@ant-design/pro-utils": "2.18.0",
-        "@babel/runtime": "^7.18.0",
-        "@dnd-kit/core": "^6.0.8",
-        "@dnd-kit/modifiers": "^6.0.1",
-        "@dnd-kit/sortable": "^7.0.2",
-        "@dnd-kit/utilities": "^3.2.1",
-        "classnames": "^2.3.2",
-        "dayjs": "^1.11.10",
-        "lodash": "^4.17.21",
-        "lodash-es": "^4.17.21",
-        "rc-resize-observer": "^1.0.0",
-        "rc-util": "^5.0.1"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "rc-field-form": ">=1.22.0",
-        "react": ">=17.0.0",
-        "react-dom": ">=17.0.0"
-      }
-    },
-    "node_modules/@ant-design/pro-utils": {
-      "version": "2.18.0",
-      "license": "MIT",
-      "dependencies": {
-        "@ant-design/icons": "^5.0.0",
-        "@ant-design/pro-provider": "2.16.2",
-        "@babel/runtime": "^7.18.0",
-        "classnames": "^2.3.2",
-        "dayjs": "^1.11.10",
-        "lodash": "^4.17.21",
-        "lodash-es": "^4.17.21",
-        "rc-util": "^5.0.6",
-        "safe-stable-stringify": "^2.4.3",
-        "swr": "^2.0.0"
-      },
-      "peerDependencies": {
-        "antd": "^4.24.15 || ^5.11.2",
-        "react": ">=17.0.0",
-        "react-dom": ">=17.0.0"
-      }
-    },
     "node_modules/@ant-design/react-slick": {
       "version": "1.1.2",
       "license": "MIT",
@@ -750,17 +489,6 @@
         "node": ">=18"
       }
     },
-    "node_modules/@chenshuai2144/sketch-color": {
-      "version": "1.0.9",
-      "license": "MIT",
-      "dependencies": {
-        "reactcss": "^1.2.3",
-        "tinycolor2": "^1.4.2"
-      },
-      "peerDependencies": {
-        "react": ">=16.12.0"
-      }
-    },
     "node_modules/@csstools/color-helpers": {
       "version": "5.1.0",
       "resolved": "https://registry.npmjs.org/@csstools/color-helpers/-/color-helpers-5.1.0.tgz",
@@ -896,70 +624,6 @@
         "node": ">=18"
       }
     },
-    "node_modules/@ctrl/tinycolor": {
-      "version": "3.6.1",
-      "license": "MIT",
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/@dnd-kit/accessibility": {
-      "version": "3.1.1",
-      "license": "MIT",
-      "dependencies": {
-        "tslib": "^2.0.0"
-      },
-      "peerDependencies": {
-        "react": ">=16.8.0"
-      }
-    },
-    "node_modules/@dnd-kit/core": {
-      "version": "6.3.1",
-      "license": "MIT",
-      "dependencies": {
-        "@dnd-kit/accessibility": "^3.1.1",
-        "@dnd-kit/utilities": "^3.2.2",
-        "tslib": "^2.0.0"
-      },
-      "peerDependencies": {
-        "react": ">=16.8.0",
-        "react-dom": ">=16.8.0"
-      }
-    },
-    "node_modules/@dnd-kit/modifiers": {
-      "version": "6.0.1",
-      "license": "MIT",
-      "dependencies": {
-        "@dnd-kit/utilities": "^3.2.1",
-        "tslib": "^2.0.0"
-      },
-      "peerDependencies": {
-        "@dnd-kit/core": "^6.0.6",
-        "react": ">=16.8.0"
-      }
-    },
-    "node_modules/@dnd-kit/sortable": {
-      "version": "7.0.2",
-      "license": "MIT",
-      "dependencies": {
-        "@dnd-kit/utilities": "^3.2.0",
-        "tslib": "^2.0.0"
-      },
-      "peerDependencies": {
-        "@dnd-kit/core": "^6.0.7",
-        "react": ">=16.8.0"
-      }
-    },
-    "node_modules/@dnd-kit/utilities": {
-      "version": "3.2.2",
-      "license": "MIT",
-      "dependencies": {
-        "tslib": "^2.0.0"
-      },
-      "peerDependencies": {
-        "react": ">=16.8.0"
-      }
-    },
     "node_modules/@emotion/hash": {
       "version": "0.8.0",
       "license": "MIT"
@@ -1802,17 +1466,6 @@
         "url": "https://opencollective.com/typescript-eslint"
       }
     },
-    "node_modules/@umijs/route-utils": {
-      "version": "4.0.3",
-      "license": "MIT"
-    },
-    "node_modules/@umijs/use-params": {
-      "version": "1.0.9",
-      "license": "MIT",
-      "peerDependencies": {
-        "react": "*"
-      }
-    },
     "node_modules/@ungap/structured-clone": {
       "version": "1.3.0",
       "dev": true,
@@ -2027,13 +1680,6 @@
         "acorn": "^6.0.0 || ^7.0.0 || ^8.0.0"
       }
     },
-    "node_modules/add-dom-event-listener": {
-      "version": "1.1.0",
-      "license": "MIT",
-      "dependencies": {
-        "object-assign": "4.x"
-      }
-    },
     "node_modules/agent-base": {
       "version": "7.1.4",
       "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-7.1.4.tgz",
@@ -2671,6 +2317,7 @@
     },
     "node_modules/dequal": {
       "version": "2.0.3",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=6"
@@ -3869,14 +3516,6 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
-    "node_modules/lodash": {
-      "version": "4.17.21",
-      "license": "MIT"
-    },
-    "node_modules/lodash-es": {
-      "version": "4.17.22",
-      "license": "MIT"
-    },
     "node_modules/lodash.merge": {
       "version": "4.6.2",
       "dev": true,
@@ -4103,6 +3742,7 @@
     },
     "node_modules/object-assign": {
       "version": "4.1.1",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=0.10.0"
@@ -4252,13 +3892,6 @@
       "dev": true,
       "license": "ISC"
     },
-    "node_modules/path-to-regexp": {
-      "version": "8.2.0",
-      "license": "MIT",
-      "engines": {
-        "node": ">=16"
-      }
-    },
     "node_modules/path-type": {
       "version": "4.0.0",
       "dev": true,
@@ -4511,19 +4144,6 @@
       "license": "MIT",
       "peer": true
     },
-    "node_modules/prop-types": {
-      "version": "15.8.1",
-      "license": "MIT",
-      "dependencies": {
-        "loose-envify": "^1.4.0",
-        "object-assign": "^4.1.1",
-        "react-is": "^16.13.1"
-      }
-    },
-    "node_modules/prop-types/node_modules/react-is": {
-      "version": "16.13.1",
-      "license": "MIT"
-    },
     "node_modules/proxy-from-env": {
       "version": "1.1.0",
       "license": "MIT"
@@ -5118,10 +4738,6 @@
       "version": "18.3.1",
       "license": "MIT"
     },
-    "node_modules/react-lifecycles-compat": {
-      "version": "3.0.4",
-      "license": "MIT"
-    },
     "node_modules/react-refresh": {
       "version": "0.17.0",
       "dev": true,
@@ -5158,13 +4774,6 @@
         "react-dom": ">=16.8"
       }
     },
-    "node_modules/reactcss": {
-      "version": "1.2.3",
-      "license": "MIT",
-      "dependencies": {
-        "lodash": "^4.0.1"
-      }
-    },
     "node_modules/read-cache": {
       "version": "1.0.0",
       "dev": true,
@@ -5331,13 +4940,6 @@
         "queue-microtask": "^1.2.2"
       }
     },
-    "node_modules/safe-stable-stringify": {
-      "version": "2.5.0",
-      "license": "MIT",
-      "engines": {
-        "node": ">=10"
-      }
-    },
     "node_modules/safer-buffer": {
       "version": "2.1.2",
       "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
@@ -5383,10 +4985,6 @@
         "node": ">=10"
       }
     },
-    "node_modules/shallowequal": {
-      "version": "1.1.0",
-      "license": "MIT"
-    },
     "node_modules/shebang-command": {
       "version": "2.0.0",
       "dev": true,
@@ -5665,17 +5263,6 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
-    "node_modules/swr": {
-      "version": "2.3.8",
-      "license": "MIT",
-      "dependencies": {
-        "dequal": "^2.0.3",
-        "use-sync-external-store": "^1.6.0"
-      },
-      "peerDependencies": {
-        "react": "^16.11.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
-      }
-    },
     "node_modules/symbol-tree": {
       "version": "3.2.4",
       "resolved": "https://registry.npmjs.org/symbol-tree/-/symbol-tree-3.2.4.tgz",
@@ -5809,10 +5396,6 @@
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/tinycolor2": {
-      "version": "1.6.0",
-      "license": "MIT"
-    },
     "node_modules/tinyexec": {
       "version": "0.3.2",
       "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-0.3.2.tgz",
@@ -5981,6 +5564,8 @@
     },
     "node_modules/tslib": {
       "version": "2.8.1",
+      "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz",
+      "integrity": "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w==",
       "license": "0BSD"
     },
     "node_modules/type-check": {
@@ -6054,13 +5639,6 @@
         "punycode": "^2.1.0"
       }
     },
-    "node_modules/use-sync-external-store": {
-      "version": "1.6.0",
-      "license": "MIT",
-      "peerDependencies": {
-        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
-      }
-    },
     "node_modules/util-deprecate": {
       "version": "1.0.2",
       "dev": true,
@@ -6246,13 +5824,6 @@
         "node": ">=18"
       }
     },
-    "node_modules/warning": {
-      "version": "4.0.3",
-      "license": "MIT",
-      "dependencies": {
-        "loose-envify": "^1.0.0"
-      }
-    },
     "node_modules/webidl-conversions": {
       "version": "8.0.0",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-8.0.0.tgz",
diff --git a/web-ui/package.json b/web-ui/package.json
index e854410..34561b1 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.20",
+  "version": "0.0.21",
   "private": true,
   "scripts": {
     "dev": "vite",
@@ -21,7 +21,8 @@
     "echarts-for-react": "^3.0.2",
     "react": "^18.2.0",
     "react-dom": "^18.2.0",
-    "react-router-dom": "^6.21.1"
+    "react-router-dom": "^6.21.1",
+    "tslib": "^2.6.0"
   },
   "devDependencies": {
     "@testing-library/jest-dom": "^6.9.1",

From ea14f694914e066c1fa3e224965ff000cd8c80c6 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:49:18 +0800
Subject: [PATCH 35/44] ci: use npm install (not ci) in release gate for
 cross-platform optional deps

macOS-generated lockfile omits @rollup/rollup-linux-x64-gnu; npm install resolves platform binaries on the Linux runner. Matches the web-ui Dockerfile.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .github/workflows/release.yml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d0bb7fe..3123f1d 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -59,7 +59,10 @@ jobs:
 
       - name: Web install
         working-directory: web-ui
-        run: npm ci --no-audit --no-fund
+        # Use npm install (not ci) so platform-specific optional deps such as
+        # @rollup/rollup-linux-x64-gnu resolve on the Linux runner even though the
+        # committed lockfile was generated on another platform.
+        run: npm install --no-audit --no-fund
 
       - name: Web lint
         working-directory: web-ui

From 341e69231652190164cd3a39011abfa262661d43 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 12:52:30 +0800
Subject: [PATCH 36/44] ci: remove lockfile before npm install in release gate
 (npm bug #4828)

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .github/workflows/release.yml | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 3123f1d..cbd7648 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -59,10 +59,13 @@ jobs:
 
       - name: Web install
         working-directory: web-ui
-        # Use npm install (not ci) so platform-specific optional deps such as
-        # @rollup/rollup-linux-x64-gnu resolve on the Linux runner even though the
-        # committed lockfile was generated on another platform.
-        run: npm install --no-audit --no-fund
+        # Remove the lockfile before install so platform-specific optional deps
+        # (e.g. @rollup/rollup-linux-x64-gnu) resolve on the Linux runner. A lock
+        # generated on another platform omits them and triggers npm bug #4828.
+        # This mirrors the web-ui Dockerfile.
+        run: |
+          rm -f package-lock.json
+          npm install --no-audit --no-fund
 
       - name: Web lint
         working-directory: web-ui

From 9e7be144a4dfb2d2098abe9129f10a0362dc3365 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 13:00:53 +0800
Subject: [PATCH 37/44] =?UTF-8?q?release:=20v0.0.22=20=E2=80=94=20refuse?=
 =?UTF-8?q?=20insecure=20auth=20defaults=20at=20startup?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

When AUTH_ENABLED=true the server refuses to start with an empty/default JWT_SECRET or empty/admin ADMIN_PASSWORD, preventing forgeable tokens and the default password in production. Auth-disabled/local dev unaffected; Helm injects random persisted secrets. Config validation tests added.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                              |  6 ++++
 api-server/internal/config/config.go      | 31 ++++++++++++++--
 api-server/internal/config/config_test.go | 43 +++++++++++++++++++++++
 deploy/charts/bison/Chart.yaml            |  4 +--
 web-ui/package.json                       |  2 +-
 5 files changed, 81 insertions(+), 5 deletions(-)
 create mode 100644 api-server/internal/config/config_test.go

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3134a5c..d3fe598 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.22] - 2026-06-19
+
+### Security — Refuse insecure defaults at startup
+
+- When `AUTH_ENABLED=true`, the server now refuses to start if `JWT_SECRET` is empty or still the built-in public default, or if `ADMIN_PASSWORD` is empty or `admin`. This prevents a production deployment from silently running with a forgeable token-signing key or the well-known default password. Auth-disabled and local development are unaffected; the Helm chart already injects randomly generated, persisted secrets. Added table-driven config validation tests.
+
 ## [0.0.21] - 2026-06-19
 
 ### Added — Release test/lint gate
diff --git a/api-server/internal/config/config.go b/api-server/internal/config/config.go
index a19a14c..266320d 100644
--- a/api-server/internal/config/config.go
+++ b/api-server/internal/config/config.go
@@ -36,6 +36,13 @@ type Config struct {
 	LeaderElectionEnabled bool
 }
 
+// Built-in development defaults that MUST NOT be used in production once auth is
+// enabled — startup refuses to proceed if they are left unchanged.
+const (
+	defaultAdminPassword = "admin"
+	defaultJWTSecret     = "bison-secret-key-change-in-production"
+)
+
 // Load reads configuration from environment variables
 func Load() (*Config, error) {
 	cfg := &Config{
@@ -43,8 +50,8 @@ func Load() (*Config, error) {
 		Mode:                  "release",
 		AuthEnabled:           false,
 		AdminUsername:         "admin",
-		AdminPassword:         "admin",
-		JWTSecret:             "bison-secret-key-change-in-production",
+		AdminPassword:         defaultAdminPassword,
+		JWTSecret:             defaultJWTSecret,
 		OpenCostURL:           "",
 		PrometheusURL:         "",
 		CapsuleEnabled:        true,
@@ -102,5 +109,25 @@ func Load() (*Config, error) {
 		}
 	}
 
+	if err := cfg.validate(); err != nil {
+		return nil, err
+	}
+
 	return cfg, nil
 }
+
+// validate refuses to start with insecure defaults once authentication is enabled,
+// so a production deployment cannot accidentally run with the public default JWT
+// signing key or the well-known "admin" password.
+func (c *Config) validate() error {
+	if !c.AuthEnabled {
+		return nil
+	}
+	if c.JWTSecret == "" || c.JWTSecret == defaultJWTSecret {
+		return fmt.Errorf("refusing to start: JWT_SECRET must be set to a non-default value when AUTH_ENABLED=true")
+	}
+	if c.AdminPassword == "" || c.AdminPassword == defaultAdminPassword {
+		return fmt.Errorf("refusing to start: ADMIN_PASSWORD must be set to a non-default value when AUTH_ENABLED=true")
+	}
+	return nil
+}
diff --git a/api-server/internal/config/config_test.go b/api-server/internal/config/config_test.go
new file mode 100644
index 0000000..f55d0bf
--- /dev/null
+++ b/api-server/internal/config/config_test.go
@@ -0,0 +1,43 @@
+package config
+
+import "testing"
+
+func TestValidate(t *testing.T) {
+	cases := []struct {
+		name    string
+		cfg     Config
+		wantErr bool
+	}{
+		{
+			name: "auth disabled allows defaults",
+			cfg:  Config{AuthEnabled: false, JWTSecret: defaultJWTSecret, AdminPassword: defaultAdminPassword},
+		},
+		{
+			name:    "auth enabled rejects default jwt secret",
+			cfg:     Config{AuthEnabled: true, JWTSecret: defaultJWTSecret, AdminPassword: "strong-pass"},
+			wantErr: true,
+		},
+		{
+			name:    "auth enabled rejects empty jwt secret",
+			cfg:     Config{AuthEnabled: true, JWTSecret: "", AdminPassword: "strong-pass"},
+			wantErr: true,
+		},
+		{
+			name:    "auth enabled rejects default password",
+			cfg:     Config{AuthEnabled: true, JWTSecret: "a-real-secret", AdminPassword: defaultAdminPassword},
+			wantErr: true,
+		},
+		{
+			name: "auth enabled accepts strong values",
+			cfg:  Config{AuthEnabled: true, JWTSecret: "a-real-secret", AdminPassword: "strong-pass"},
+		},
+	}
+	for _, tc := range cases {
+		t.Run(tc.name, func(t *testing.T) {
+			err := tc.cfg.validate()
+			if (err != nil) != tc.wantErr {
+				t.Fatalf("validate() err=%v, wantErr=%v", err, tc.wantErr)
+			}
+		})
+	}
+}
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 50c564e..a6eb865 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.21
-appVersion: "0.0.21"
+version: 0.0.22
+appVersion: "0.0.22"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 34561b1..86fbfb3 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.21",
+  "version": "0.0.22",
   "private": true,
   "scripts": {
     "dev": "vite",

From 3af14a440c625a8cbc1dc391812a1dcb6c39763b Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 13:09:57 +0800
Subject: [PATCH 38/44] =?UTF-8?q?release:=20v0.0.23=20=E2=80=94=20centrali?=
 =?UTF-8?q?ze=20frontend=20API=20error=20extraction?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Replaced 13 duplicated err.response.data.error extraction sites with the shared getApiErrorMessage helper across ClusterNodes/TeamDetail/TeamCreate/Login/ResourceConfig.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                 |  6 ++++++
 deploy/charts/bison/Chart.yaml               |  4 ++--
 web-ui/package.json                          |  2 +-
 web-ui/src/pages/Cluster/ClusterNodes.tsx    |  9 +++++----
 web-ui/src/pages/Login/index.tsx             |  3 ++-
 web-ui/src/pages/Settings/ResourceConfig.tsx |  3 ++-
 web-ui/src/pages/Team/TeamCreate.tsx         |  3 ++-
 web-ui/src/pages/Team/TeamDetail.tsx         | 13 +++++++------
 8 files changed, 27 insertions(+), 16 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index d3fe598..5a0f251 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.23] - 2026-06-19
+
+### Changed — Centralized frontend error handling
+
+- Replaced the 13 duplicated `err.response?.data?.error || err.message` extraction sites (across ClusterNodes, TeamDetail, TeamCreate, Login, ResourceConfig) with the shared `getApiErrorMessage` helper. The backend error envelope shape now lives in one place, so future changes touch one file instead of thirteen.
+
 ## [0.0.22] - 2026-06-19
 
 ### Security — Refuse insecure defaults at startup
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index a6eb865..a8e60e0 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.22
-appVersion: "0.0.22"
+version: 0.0.23
+appVersion: "0.0.23"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 86fbfb3..488ccbc 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.22",
+  "version": "0.0.23",
   "private": true,
   "scripts": {
     "dev": "vite",
diff --git a/web-ui/src/pages/Cluster/ClusterNodes.tsx b/web-ui/src/pages/Cluster/ClusterNodes.tsx
index 5776950..918328e 100644
--- a/web-ui/src/pages/Cluster/ClusterNodes.tsx
+++ b/web-ui/src/pages/Cluster/ClusterNodes.tsx
@@ -8,6 +8,7 @@ import {
   UnlockOutlined
 } from '@ant-design/icons';
 import { useMutation, useQuery, useQueryClient } from '@tanstack/react-query';
+import { getApiErrorMessage } from '../../utils/error';
 import {
   Badge,
   Button,
@@ -97,7 +98,7 @@ const ClusterNodes: React.FC = () => {
       queryClient.invalidateQueries({ queryKey: ['managedNodes'] });
     },
     onError: (err: any) => {
-      message.error(`启用失败: ${err.response?.data?.error || err.message}`);
+      message.error(`启用失败: ${getApiErrorMessage(err, '未知错误')}`);
     },
   });
 
@@ -108,7 +109,7 @@ const ClusterNodes: React.FC = () => {
       queryClient.invalidateQueries({ queryKey: ['managedNodes'] });
     },
     onError: (err: any) => {
-      message.error(`禁用失败: ${err.response?.data?.error || err.message}`);
+      message.error(`禁用失败: ${getApiErrorMessage(err, '未知错误')}`);
     },
   });
 
@@ -123,7 +124,7 @@ const ClusterNodes: React.FC = () => {
       setSelectedTeam(null);
     },
     onError: (err: any) => {
-      message.error(`分配失败: ${err.response?.data?.error || err.message}`);
+      message.error(`分配失败: ${getApiErrorMessage(err, '未知错误')}`);
     },
   });
 
@@ -134,7 +135,7 @@ const ClusterNodes: React.FC = () => {
       queryClient.invalidateQueries({ queryKey: ['managedNodes'] });
     },
     onError: (err: any) => {
-      message.error(`释放失败: ${err.response?.data?.error || err.message}`);
+      message.error(`释放失败: ${getApiErrorMessage(err, '未知错误')}`);
     },
   });
 
diff --git a/web-ui/src/pages/Login/index.tsx b/web-ui/src/pages/Login/index.tsx
index 3480206..a823062 100644
--- a/web-ui/src/pages/Login/index.tsx
+++ b/web-ui/src/pages/Login/index.tsx
@@ -5,6 +5,7 @@ import { useNavigate } from 'react-router-dom';
 import { login, getAuthStatus } from '../../services/api';
 import { useAuth } from '../../contexts/AuthContext';
 import { useTheme } from '../../contexts/ThemeContext';
+import { getApiErrorMessage } from '../../utils/error';
 import './Login.css';
 
 const { Title, Text } = Typography;
@@ -52,7 +53,7 @@ const Login: React.FC = () => {
       navigate('/dashboard', { replace: true });
     } catch (error: unknown) {
       const err = error as { response?: { data?: { error?: string } } };
-      message.error(err.response?.data?.error || '登录失败，请检查用户名和密码');
+      message.error(getApiErrorMessage(err, '登录失败，请检查用户名和密码'));
     } finally {
       setLoading(false);
     }
diff --git a/web-ui/src/pages/Settings/ResourceConfig.tsx b/web-ui/src/pages/Settings/ResourceConfig.tsx
index df97b13..118a0f3 100644
--- a/web-ui/src/pages/Settings/ResourceConfig.tsx
+++ b/web-ui/src/pages/Settings/ResourceConfig.tsx
@@ -1,4 +1,5 @@
 import React, { useState } from 'react';
+import { getApiErrorMessage } from '../../utils/error';
 import {
   Card,
   Table,
@@ -94,7 +95,7 @@ const ResourceConfig: React.FC = () => {
       setHasChanges(false);
     },
     onError: (error: any) => {
-      const errorMsg = error?.response?.data?.error || error?.message || '未知错误';
+      const errorMsg = getApiErrorMessage(error, '未知错误');
       message.error(`保存失败: ${errorMsg}`);
       console.error('Save error:', error);
     },
diff --git a/web-ui/src/pages/Team/TeamCreate.tsx b/web-ui/src/pages/Team/TeamCreate.tsx
index 4b494f7..2cca73e 100644
--- a/web-ui/src/pages/Team/TeamCreate.tsx
+++ b/web-ui/src/pages/Team/TeamCreate.tsx
@@ -1,5 +1,6 @@
 import { CloudServerOutlined, DeleteOutlined, PlusOutlined, TeamOutlined, UserOutlined } from '@ant-design/icons';
 import { useMutation, useQuery, useQueryClient } from '@tanstack/react-query';
+import { getApiErrorMessage } from '../../utils/error';
 import {
   Alert,
   Button, Card,
@@ -80,7 +81,7 @@ const TeamCreate: React.FC = () => {
       navigate('/teams');
     },
     onError: (error: any) => {
-      message.error(`创建失败: ${error.response?.data?.error || error.message}`);
+      message.error(`创建失败: ${getApiErrorMessage(error, '未知错误')}`);
     },
   });
 
diff --git a/web-ui/src/pages/Team/TeamDetail.tsx b/web-ui/src/pages/Team/TeamDetail.tsx
index 5dcd1be..a0e0d38 100644
--- a/web-ui/src/pages/Team/TeamDetail.tsx
+++ b/web-ui/src/pages/Team/TeamDetail.tsx
@@ -1,4 +1,5 @@
 import React, { useState, useEffect, useMemo } from 'react';
+import { getApiErrorMessage } from '../../utils/error';
 import { 
   Card, Form, Input, Button, Typography, message, Space, Select, 
   Descriptions, Spin, Tag, Table, Statistic, Row, Col, Divider, Popconfirm,
@@ -144,7 +145,7 @@ const TeamDetail: React.FC = () => {
       queryClient.invalidateQueries({ queryKey: ['teamNodes', name] });
     },
     onError: (error: any) => {
-      message.error(`更新失败: ${error.response?.data?.error || error.message}`);
+      message.error(`更新失败: ${getApiErrorMessage(error, '未知错误')}`);
     },
   });
 
@@ -158,7 +159,7 @@ const TeamDetail: React.FC = () => {
       navigate('/teams');
     },
     onError: (error: any) => {
-      message.error(`删除失败: ${error.response?.data?.error || error.message}`);
+      message.error(`删除失败: ${getApiErrorMessage(error, '未知错误')}`);
     },
   });
 
@@ -174,7 +175,7 @@ const TeamDetail: React.FC = () => {
       rechargeForm.resetFields();
     },
     onError: (error: any) => {
-      message.error(`充值失败: ${error.response?.data?.error || error.message}`);
+      message.error(`充值失败: ${getApiErrorMessage(error, '未知错误')}`);
     },
   });
 
@@ -187,7 +188,7 @@ const TeamDetail: React.FC = () => {
       setAutoRechargeModalVisible(false);
     },
     onError: (error: any) => {
-      message.error(`配置失败: ${error.response?.data?.error || error.message}`);
+      message.error(`配置失败: ${getApiErrorMessage(error, '未知错误')}`);
     },
   });
 
@@ -200,7 +201,7 @@ const TeamDetail: React.FC = () => {
       queryClient.invalidateQueries({ queryKey: ['teams'] });
     },
     onError: (error: any) => {
-      message.error(`操作失败: ${error.response?.data?.error || error.message}`);
+      message.error(`操作失败: ${getApiErrorMessage(error, '未知错误')}`);
     },
   });
 
@@ -212,7 +213,7 @@ const TeamDetail: React.FC = () => {
       queryClient.invalidateQueries({ queryKey: ['teams'] });
     },
     onError: (error: any) => {
-      message.error(`操作失败: ${error.response?.data?.error || error.message}`);
+      message.error(`操作失败: ${getApiErrorMessage(error, '未知错误')}`);
     },
   });
 

From c519c0aa0638c64a1f65b08bd3d88333f187f75a Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 13:19:13 +0800
Subject: [PATCH 39/44] =?UTF-8?q?release:=20v0.0.24=20=E2=80=94=20memoize?=
 =?UTF-8?q?=20Auth/Theme=20context=20values?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

AuthProvider and ThemeProvider memoize their context value with useMemo instead of allocating a new object each render, avoiding cascading consumer re-renders (incl. the antd ConfigProvider subtree).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                         |  6 ++++++
 deploy/charts/bison/Chart.yaml       |  4 ++--
 web-ui/package.json                  |  2 +-
 web-ui/src/contexts/AuthContext.tsx  | 18 ++++++------------
 web-ui/src/contexts/ThemeContext.tsx | 16 ++++++----------
 5 files changed, 21 insertions(+), 25 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5a0f251..4c752bc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.24] - 2026-06-19
+
+### Changed — Frontend re-render reduction
+
+- `AuthProvider` and `ThemeProvider` now memoize their context value (`useMemo`) instead of allocating a fresh object every render, so consumers (and, for the theme, the whole Ant Design `ConfigProvider` subtree) no longer re-render on unrelated parent renders.
+
 ## [0.0.23] - 2026-06-19
 
 ### Changed — Centralized frontend error handling
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index a8e60e0..32cb8ff 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.23
-appVersion: "0.0.23"
+version: 0.0.24
+appVersion: "0.0.24"
 keywords:
   - gpu
   - billing
diff --git a/web-ui/package.json b/web-ui/package.json
index 488ccbc..0c6761a 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.23",
+  "version": "0.0.24",
   "private": true,
   "scripts": {
     "dev": "vite",
diff --git a/web-ui/src/contexts/AuthContext.tsx b/web-ui/src/contexts/AuthContext.tsx
index d55609e..a404eb3 100644
--- a/web-ui/src/contexts/AuthContext.tsx
+++ b/web-ui/src/contexts/AuthContext.tsx
@@ -1,4 +1,4 @@
-import React, { createContext, useContext, useState, useEffect, useCallback } from 'react';
+import React, { createContext, useContext, useState, useEffect, useCallback, useMemo } from 'react';
 import { getAuthStatus } from '../services/api';
 
 interface AuthContextType {
@@ -72,18 +72,12 @@ export const AuthProvider: React.FC<{ children: React.ReactNode }> = ({ children
     setUsername(null);
   }, []);
 
-  return (
-    <AuthContext.Provider value={{ 
-      isAuthenticated, 
-      authEnabled, 
-      username, 
-      loading, 
-      logout,
-      checkAuth 
-    }}>
-      {children}
-    </AuthContext.Provider>
+  const value = useMemo<AuthContextType>(
+    () => ({ isAuthenticated, authEnabled, username, loading, logout, checkAuth }),
+    [isAuthenticated, authEnabled, username, loading, logout, checkAuth],
   );
+
+  return <AuthContext.Provider value={value}>{children}</AuthContext.Provider>;
 };
 
 export const useAuth = () => {
diff --git a/web-ui/src/contexts/ThemeContext.tsx b/web-ui/src/contexts/ThemeContext.tsx
index 5b765ae..cec0ae7 100644
--- a/web-ui/src/contexts/ThemeContext.tsx
+++ b/web-ui/src/contexts/ThemeContext.tsx
@@ -1,4 +1,4 @@
-import React, { createContext, useContext, useState, useEffect, useCallback } from 'react';
+import React, { createContext, useContext, useState, useEffect, useCallback, useMemo } from 'react';
 
 type ThemeMode = 'light' | 'dark';
 
@@ -56,16 +56,12 @@ export const ThemeProvider: React.FC<{ children: React.ReactNode }> = ({ childre
     setThemeState(newTheme);
   }, []);
 
-  return (
-    <ThemeContext.Provider value={{ 
-      theme, 
-      toggleTheme, 
-      setTheme, 
-      isDark: theme === 'dark' 
-    }}>
-      {children}
-    </ThemeContext.Provider>
+  const value = useMemo<ThemeContextType>(
+    () => ({ theme, toggleTheme, setTheme, isDark: theme === 'dark' }),
+    [theme, toggleTheme, setTheme],
   );
+
+  return <ThemeContext.Provider value={value}>{children}</ThemeContext.Provider>;
 };
 
 export const useTheme = (): ThemeContextType => {

From cea2a96e50a191515232b7f55811fcd8956f930f Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 13:32:26 +0800
Subject: [PATCH 40/44] =?UTF-8?q?release:=20v0.0.25=20=E2=80=94=20Helm=20v?=
 =?UTF-8?q?alues.schema.json=20+=20kubeVersion?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Added values.schema.json so Helm type-checks values at install time (catches e.g. string replicaCount) and kubeVersion >=1.22 so unsupported clusters fail fast.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                           |   7 ++
 deploy/charts/bison/Chart.yaml         |   5 +-
 deploy/charts/bison/values.schema.json | 114 +++++++++++++++++++++++++
 web-ui/package.json                    |   2 +-
 4 files changed, 125 insertions(+), 3 deletions(-)
 create mode 100644 deploy/charts/bison/values.schema.json

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4c752bc..fee1756 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,13 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.25] - 2026-06-19
+
+### Added — Chart validation
+
+- Added `values.schema.json` so Helm validates value types at install/upgrade time (e.g. a string `replicaCount` or non-boolean `enabled` now fails fast instead of being silently mis-applied). The schema type-checks known keys while remaining lenient about additions.
+- Added `kubeVersion: ">=1.22.0-0"` to `Chart.yaml` so unsupported clusters are rejected up front.
+
 ## [0.0.24] - 2026-06-19
 
 ### Changed — Frontend re-render reduction
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 32cb8ff..da2bc61 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,9 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.24
-appVersion: "0.0.24"
+version: 0.0.25
+appVersion: "0.0.25"
+kubeVersion: ">=1.22.0-0"
 keywords:
   - gpu
   - billing
diff --git a/deploy/charts/bison/values.schema.json b/deploy/charts/bison/values.schema.json
new file mode 100644
index 0000000..892395e
--- /dev/null
+++ b/deploy/charts/bison/values.schema.json
@@ -0,0 +1,114 @@
+{
+  "$schema": "https://json-schema.org/draft-07/schema#",
+  "title": "Bison Helm values",
+  "type": "object",
+  "properties": {
+    "global": {
+      "type": "object",
+      "properties": {
+        "imageRegistry": { "type": "string" },
+        "imagePullSecrets": { "type": "array" }
+      }
+    },
+    "auth": {
+      "type": "object",
+      "properties": {
+        "enabled": { "type": "boolean" },
+        "admin": {
+          "type": "object",
+          "properties": {
+            "username": { "type": "string" },
+            "password": { "type": "string" },
+            "existingSecret": { "type": "string" }
+          }
+        },
+        "jwt": {
+          "type": "object",
+          "properties": {
+            "secret": { "type": "string" },
+            "existingSecret": { "type": "string" }
+          }
+        }
+      }
+    },
+    "dependencies": {
+      "type": "object",
+      "properties": {
+        "capsule": {
+          "type": "object",
+          "properties": { "enabled": { "type": "boolean" } }
+        },
+        "opencost": {
+          "type": "object",
+          "properties": {
+            "enabled": { "type": "boolean" },
+            "apiUrl": { "type": "string" }
+          }
+        },
+        "prometheus": {
+          "type": "object",
+          "properties": {
+            "enabled": { "type": "boolean" },
+            "url": { "type": "string" }
+          }
+        }
+      }
+    },
+    "apiServer": { "$ref": "#/$defs/component" },
+    "webUI": { "$ref": "#/$defs/component" },
+    "ingress": {
+      "type": "object",
+      "properties": {
+        "enabled": { "type": "boolean" },
+        "className": { "type": "string" },
+        "annotations": { "type": "object" },
+        "host": { "type": "string" },
+        "tls": {
+          "type": "object",
+          "properties": {
+            "enabled": { "type": "boolean" },
+            "secretName": { "type": "string" }
+          }
+        }
+      }
+    },
+    "serviceAccount": {
+      "type": "object",
+      "properties": {
+        "create": { "type": "boolean" },
+        "annotations": { "type": "object" },
+        "name": { "type": "string" }
+      }
+    },
+    "podSecurityContext": { "type": "object" },
+    "securityContext": { "type": "object" }
+  },
+  "$defs": {
+    "component": {
+      "type": "object",
+      "properties": {
+        "enabled": { "type": "boolean" },
+        "replicaCount": { "type": "integer", "minimum": 0 },
+        "image": {
+          "type": "object",
+          "properties": {
+            "repository": { "type": "string" },
+            "tag": { "type": "string" },
+            "pullPolicy": { "type": "string" }
+          }
+        },
+        "service": {
+          "type": "object",
+          "properties": {
+            "type": { "type": "string" },
+            "port": { "type": "integer" }
+          }
+        },
+        "resources": { "type": "object" },
+        "nodeSelector": { "type": "object" },
+        "tolerations": { "type": "array" },
+        "affinity": { "type": "object" }
+      }
+    }
+  }
+}
diff --git a/web-ui/package.json b/web-ui/package.json
index 0c6761a..1e3f9d4 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.24",
+  "version": "0.0.25",
   "private": true,
   "scripts": {
     "dev": "vite",

From 45f8907eab72f09fd79a73da2e382654551b60c5 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 13:41:36 +0800
Subject: [PATCH 41/44] =?UTF-8?q?release:=20v0.0.26=20=E2=80=94=20opt-in?=
 =?UTF-8?q?=20PDB,=20HPA=20&=20NetworkPolicy=20templates?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Added optional PodDisruptionBudget, HorizontalPodAutoscaler (deployment drops replicas when HPA on), and NetworkPolicy (api-server ingress from web-ui + release ns). All off by default; values.schema.json extended.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 CHANGELOG.md                                  |  9 ++++
 deploy/charts/bison/Chart.yaml                |  4 +-
 .../bison/templates/api-deployment.yaml       |  2 +
 deploy/charts/bison/templates/hpa.yaml        | 49 +++++++++++++++++++
 .../charts/bison/templates/networkpolicy.yaml | 32 ++++++++++++
 deploy/charts/bison/templates/pdb.yaml        | 33 +++++++++++++
 .../bison/templates/web-deployment.yaml       |  2 +
 deploy/charts/bison/values.schema.json        | 23 ++++++++-
 deploy/charts/bison/values.yaml               | 24 +++++++++
 web-ui/package.json                           |  2 +-
 10 files changed, 175 insertions(+), 5 deletions(-)
 create mode 100644 deploy/charts/bison/templates/hpa.yaml
 create mode 100644 deploy/charts/bison/templates/networkpolicy.yaml
 create mode 100644 deploy/charts/bison/templates/pdb.yaml

diff --git a/CHANGELOG.md b/CHANGELOG.md
index fee1756..bc69765 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,15 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.26] - 2026-06-19
+
+### Added — Availability & network hardening templates (opt-in)
+
+- Optional **PodDisruptionBudget** (`apiServer.podDisruptionBudget` / `webUI.podDisruptionBudget`) keeps a minimum replica available during voluntary disruptions (node drains).
+- Optional **HorizontalPodAutoscaler** (`apiServer.autoscaling` / `webUI.autoscaling`); when enabled, the Deployment no longer pins `replicas` so the HPA owns scaling.
+- Optional **NetworkPolicy** (`networkPolicy.enabled`) restricting api-server ingress to web-ui pods and the release namespace.
+- All three are disabled by default; `values.schema.json` extended to type-check the new keys.
+
 ## [0.0.25] - 2026-06-19
 
 ### Added — Chart validation
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index da2bc61..8c6129a 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.25
-appVersion: "0.0.25"
+version: 0.0.26
+appVersion: "0.0.26"
 kubeVersion: ">=1.22.0-0"
 keywords:
   - gpu
diff --git a/deploy/charts/bison/templates/api-deployment.yaml b/deploy/charts/bison/templates/api-deployment.yaml
index 31ecc56..ce17f7f 100644
--- a/deploy/charts/bison/templates/api-deployment.yaml
+++ b/deploy/charts/bison/templates/api-deployment.yaml
@@ -8,7 +8,9 @@ metadata:
     {{- include "bison.labels" . | nindent 4 }}
     app.kubernetes.io/component: api-server
 spec:
+  {{- if not .Values.apiServer.autoscaling.enabled }}
   replicas: {{ .Values.apiServer.replicaCount }}
+  {{- end }}
   selector:
     matchLabels:
       {{- include "bison.selectorLabels" . | nindent 6 }}
diff --git a/deploy/charts/bison/templates/hpa.yaml b/deploy/charts/bison/templates/hpa.yaml
new file mode 100644
index 0000000..ed9e011
--- /dev/null
+++ b/deploy/charts/bison/templates/hpa.yaml
@@ -0,0 +1,49 @@
+{{- if and .Values.apiServer.enabled .Values.apiServer.autoscaling.enabled }}
+apiVersion: autoscaling/v2
+kind: HorizontalPodAutoscaler
+metadata:
+  name: {{ include "bison.apiServer.fullname" . }}
+  namespace: {{ .Release.Namespace }}
+  labels:
+    {{- include "bison.labels" . | nindent 4 }}
+    app.kubernetes.io/component: api-server
+spec:
+  scaleTargetRef:
+    apiVersion: apps/v1
+    kind: Deployment
+    name: {{ include "bison.apiServer.fullname" . }}
+  minReplicas: {{ .Values.apiServer.autoscaling.minReplicas }}
+  maxReplicas: {{ .Values.apiServer.autoscaling.maxReplicas }}
+  metrics:
+    - type: Resource
+      resource:
+        name: cpu
+        target:
+          type: Utilization
+          averageUtilization: {{ .Values.apiServer.autoscaling.targetCPUUtilizationPercentage }}
+{{- end }}
+{{- if and .Values.webUI.enabled .Values.webUI.autoscaling.enabled }}
+---
+apiVersion: autoscaling/v2
+kind: HorizontalPodAutoscaler
+metadata:
+  name: {{ include "bison.webUI.fullname" . }}
+  namespace: {{ .Release.Namespace }}
+  labels:
+    {{- include "bison.labels" . | nindent 4 }}
+    app.kubernetes.io/component: web-ui
+spec:
+  scaleTargetRef:
+    apiVersion: apps/v1
+    kind: Deployment
+    name: {{ include "bison.webUI.fullname" . }}
+  minReplicas: {{ .Values.webUI.autoscaling.minReplicas }}
+  maxReplicas: {{ .Values.webUI.autoscaling.maxReplicas }}
+  metrics:
+    - type: Resource
+      resource:
+        name: cpu
+        target:
+          type: Utilization
+          averageUtilization: {{ .Values.webUI.autoscaling.targetCPUUtilizationPercentage }}
+{{- end }}
diff --git a/deploy/charts/bison/templates/networkpolicy.yaml b/deploy/charts/bison/templates/networkpolicy.yaml
new file mode 100644
index 0000000..2aa8694
--- /dev/null
+++ b/deploy/charts/bison/templates/networkpolicy.yaml
@@ -0,0 +1,32 @@
+{{- if .Values.networkPolicy.enabled }}
+# Restrict ingress to the api-server: only web-ui pods and pods in the release
+# namespace may reach it on the API port. api-server egress (K8s API, OpenCost,
+# Prometheus) is unaffected since only Ingress is policed here.
+apiVersion: networking.k8s.io/v1
+kind: NetworkPolicy
+metadata:
+  name: {{ include "bison.apiServer.fullname" . }}
+  namespace: {{ .Release.Namespace }}
+  labels:
+    {{- include "bison.labels" . | nindent 4 }}
+    app.kubernetes.io/component: api-server
+spec:
+  podSelector:
+    matchLabels:
+      {{- include "bison.selectorLabels" . | nindent 6 }}
+      app.kubernetes.io/component: api-server
+  policyTypes:
+    - Ingress
+  ingress:
+    - from:
+        - podSelector:
+            matchLabels:
+              {{- include "bison.selectorLabels" . | nindent 14 }}
+              app.kubernetes.io/component: web-ui
+        - namespaceSelector:
+            matchLabels:
+              kubernetes.io/metadata.name: {{ .Release.Namespace }}
+      ports:
+        - protocol: TCP
+          port: {{ .Values.apiServer.service.port }}
+{{- end }}
diff --git a/deploy/charts/bison/templates/pdb.yaml b/deploy/charts/bison/templates/pdb.yaml
new file mode 100644
index 0000000..16f1347
--- /dev/null
+++ b/deploy/charts/bison/templates/pdb.yaml
@@ -0,0 +1,33 @@
+{{- if and .Values.apiServer.enabled .Values.apiServer.podDisruptionBudget.enabled }}
+apiVersion: policy/v1
+kind: PodDisruptionBudget
+metadata:
+  name: {{ include "bison.apiServer.fullname" . }}
+  namespace: {{ .Release.Namespace }}
+  labels:
+    {{- include "bison.labels" . | nindent 4 }}
+    app.kubernetes.io/component: api-server
+spec:
+  minAvailable: {{ .Values.apiServer.podDisruptionBudget.minAvailable }}
+  selector:
+    matchLabels:
+      {{- include "bison.selectorLabels" . | nindent 6 }}
+      app.kubernetes.io/component: api-server
+{{- end }}
+{{- if and .Values.webUI.enabled .Values.webUI.podDisruptionBudget.enabled }}
+---
+apiVersion: policy/v1
+kind: PodDisruptionBudget
+metadata:
+  name: {{ include "bison.webUI.fullname" . }}
+  namespace: {{ .Release.Namespace }}
+  labels:
+    {{- include "bison.labels" . | nindent 4 }}
+    app.kubernetes.io/component: web-ui
+spec:
+  minAvailable: {{ .Values.webUI.podDisruptionBudget.minAvailable }}
+  selector:
+    matchLabels:
+      {{- include "bison.selectorLabels" . | nindent 6 }}
+      app.kubernetes.io/component: web-ui
+{{- end }}
diff --git a/deploy/charts/bison/templates/web-deployment.yaml b/deploy/charts/bison/templates/web-deployment.yaml
index 3cfb358..55829cb 100644
--- a/deploy/charts/bison/templates/web-deployment.yaml
+++ b/deploy/charts/bison/templates/web-deployment.yaml
@@ -8,7 +8,9 @@ metadata:
     {{- include "bison.labels" . | nindent 4 }}
     app.kubernetes.io/component: web-ui
 spec:
+  {{- if not .Values.webUI.autoscaling.enabled }}
   replicas: {{ .Values.webUI.replicaCount }}
+  {{- end }}
   selector:
     matchLabels:
       {{- include "bison.selectorLabels" . | nindent 6 }}
diff --git a/deploy/charts/bison/values.schema.json b/deploy/charts/bison/values.schema.json
index 892395e..80420eb 100644
--- a/deploy/charts/bison/values.schema.json
+++ b/deploy/charts/bison/values.schema.json
@@ -81,7 +81,11 @@
       }
     },
     "podSecurityContext": { "type": "object" },
-    "securityContext": { "type": "object" }
+    "securityContext": { "type": "object" },
+    "networkPolicy": {
+      "type": "object",
+      "properties": { "enabled": { "type": "boolean" } }
+    }
   },
   "$defs": {
     "component": {
@@ -107,7 +111,22 @@
         "resources": { "type": "object" },
         "nodeSelector": { "type": "object" },
         "tolerations": { "type": "array" },
-        "affinity": { "type": "object" }
+        "affinity": { "type": "object" },
+        "autoscaling": {
+          "type": "object",
+          "properties": {
+            "enabled": { "type": "boolean" },
+            "minReplicas": { "type": "integer", "minimum": 1 },
+            "maxReplicas": { "type": "integer", "minimum": 1 },
+            "targetCPUUtilizationPercentage": { "type": "integer", "minimum": 1, "maximum": 100 }
+          }
+        },
+        "podDisruptionBudget": {
+          "type": "object",
+          "properties": {
+            "enabled": { "type": "boolean" }
+          }
+        }
       }
     }
   }
diff --git a/deploy/charts/bison/values.yaml b/deploy/charts/bison/values.yaml
index 6ad8f8c..84f81ca 100644
--- a/deploy/charts/bison/values.yaml
+++ b/deploy/charts/bison/values.yaml
@@ -65,6 +65,16 @@ apiServer:
   nodeSelector: {}
   tolerations: []
   affinity: {}
+  # Optional autoscaling. When enabled, replicaCount is ignored (HPA owns replicas).
+  autoscaling:
+    enabled: false
+    minReplicas: 2
+    maxReplicas: 5
+    targetCPUUtilizationPercentage: 80
+  # Optional PodDisruptionBudget to keep at least one replica during voluntary disruptions.
+  podDisruptionBudget:
+    enabled: false
+    minAvailable: 1
 
 # Web UI configuration
 webUI:
@@ -87,6 +97,20 @@ webUI:
   nodeSelector: {}
   tolerations: []
   affinity: {}
+  autoscaling:
+    enabled: false
+    minReplicas: 2
+    maxReplicas: 5
+    targetCPUUtilizationPercentage: 80
+  podDisruptionBudget:
+    enabled: false
+    minAvailable: 1
+
+# Optional NetworkPolicy restricting ingress to the api-server (off by default).
+# When enabled, the api-server only accepts traffic from web-ui pods and the
+# release namespace. Review before enabling to ensure it fits your CNI/topology.
+networkPolicy:
+  enabled: false
 
 # Ingress (unified entry point, web-ui nginx proxies /api to api-server)
 ingress:
diff --git a/web-ui/package.json b/web-ui/package.json
index 1e3f9d4..d7caf7f 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.25",
+  "version": "0.0.26",
   "private": true,
   "scripts": {
     "dev": "vite",

From 7fbe03d5d7d3a9fd77bf3cc8ca99f8a33fdaf544 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 13:49:25 +0800
Subject: [PATCH 42/44] docs: record v0.0.12-v0.0.26 shipped roadmap items and
 remaining backlog

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 docs/optimization-roadmap.md | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)

diff --git a/docs/optimization-roadmap.md b/docs/optimization-roadmap.md
index 19d3ad5..ae8c631 100644
--- a/docs/optimization-roadmap.md
+++ b/docs/optimization-roadmap.md
@@ -14,6 +14,37 @@
 
 ---
 
+## 已落地版本（v0.0.12 → v0.0.26，按「每个功能一个小版本」迭代）
+
+| 版本 | 主题 | 内容 |
+|---|---|---|
+| 0.0.12 | 资金/前端/官网/文档 | ConfigMap 余额 RMW 加 `RetryOnConflict`；`Deduct` 返回写后余额；前端路由 lazy + echarts 分包 + ErrorBoundary；官网去 emoji 换 SVG + ProductShowcase；安装文档纠错；本路线图 |
+| 0.0.13 | 资金/并发 | 调度器 **leader election**（Lease），恢复 `replicaCount: 2`，scheduler 可重启 + 测试 |
+| 0.0.14 | 安全 | Helm Secret `lookup` 持久化，升级不再轮换 JWT/密码 |
+| 0.0.15 | 安全 | 登录 per-IP 限流 + `crypto/subtle` 常量时间比较 + 测试 |
+| 0.0.16 | 安全 | `CORS_ALLOWED_ORIGINS` 可配置 allowlist |
+| 0.0.17 | 资金 | `lastBilledAt` 时间戳门控，修计费窗口/Interval 不一致 + 防重启重扣 + 测试 |
+| 0.0.18 | 资金 | `CalculateDailyConsumption` 分母改实际跨度，修 ~6x 烧钱速率低估 + 测试 |
+| 0.0.19 | 性能 | 删 `ListTeams` 丢弃用量循环；`loadPrices` 每次计费读一次配置 |
+| 0.0.20 | 性能 | OpenCost 查询 30s TTL + 并发合并缓存 + race 测试 |
+| 0.0.21 | DevOps | release 加 **Test & Lint Gate**（vet/fmt/build/test -race + web）；修 `tslib` 幽灵依赖 |
+| 0.0.22 | 安全 | auth 开启时启动拒绝默认 JWT/密码 + 测试 |
+| 0.0.23 | 前端质量 | 13 处错误提取统一为 `getApiErrorMessage` |
+| 0.0.24 | 前端性能 | Auth/Theme Context value `useMemo` |
+| 0.0.25 | DevOps | `values.schema.json` 类型校验 + `kubeVersion >=1.22` |
+| 0.0.26 | DevOps | 可选 PDB / HPA / NetworkPolicy 模板 |
+
+> 已覆盖 P0 资金正确性与并发、安全基线、开箱即用/CI 门禁、热点性能、chart 健壮性与可用性等全部近期项与多数中期项。
+
+### 仍待办（多需活集群验证或产品决策，建议后续单独排期）
+
+- **后端规模化**：SharedInformer/lister 缓存热点 List、列表分页、per-request 与调度器超时、报表单次聚合查询、`GetCostTrend` 按桶日期映射、suspend/resume 二次缩容修复。
+- **前端**：NodeDetail echarts option `useMemo`、逐行 N+1 query 分页门、硬编码色→主题 token、`formatCurrency`/`currencySymbol`、dayjs 统一 bootstrap、i18n 层。
+- **安全/供应链**：RBAC 去 `clusterrolebindings` 写、onboarding SSH 入参校验、镜像 Trivy 扫描/SBOM/cosign 签名、基础镜像 digest 固定、Dependabot。
+- **架构/平台化（远期）**：余额持久化模型升级（ConfigMap → per-key patch / CRD）、money 整数最小单位、能力补全或下线（OIDC/Email/Excel-PDF）。
+
+---
+
 ## 优化主题
 
 ### 主题 1 · 资金正确性与并发安全

From 4758d545b1889ba63fd11d96bfa86c2cc19d2ec9 Mon Sep 17 00:00:00 2001
From: supermario_leo <leo.stack@outlook.com>
Date: Fri, 19 Jun 2026 19:42:54 +0800
Subject: [PATCH 43/44] =?UTF-8?q?release:=20v0.0.27=20=E2=80=94=20supply-c?=
 =?UTF-8?q?hain=20hygiene=20(Dependabot=20+=20.dockerignore)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Added Dependabot for gomod/npm(web-ui,website)/github-actions/docker, and .dockerignore for api-server and web-ui to shrink build context and improve reproducibility.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 .github/dependabot.yml         | 46 ++++++++++++++++++++++++++++++++++
 CHANGELOG.md                   |  7 ++++++
 api-server/.dockerignore       | 11 ++++++++
 deploy/charts/bison/Chart.yaml |  4 +--
 web-ui/.dockerignore           |  9 +++++++
 web-ui/package.json            |  2 +-
 6 files changed, 76 insertions(+), 3 deletions(-)
 create mode 100644 .github/dependabot.yml
 create mode 100644 api-server/.dockerignore
 create mode 100644 web-ui/.dockerignore

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
new file mode 100644
index 0000000..c7a6df3
--- /dev/null
+++ b/.github/dependabot.yml
@@ -0,0 +1,46 @@
+version: 2
+updates:
+  - package-ecosystem: gomod
+    directory: /api-server
+    schedule:
+      interval: weekly
+    open-pull-requests-limit: 5
+    commit-message:
+      prefix: "deps(go)"
+
+  - package-ecosystem: npm
+    directory: /web-ui
+    schedule:
+      interval: weekly
+    open-pull-requests-limit: 5
+    commit-message:
+      prefix: "deps(web-ui)"
+
+  - package-ecosystem: npm
+    directory: /website
+    schedule:
+      interval: weekly
+    open-pull-requests-limit: 5
+    commit-message:
+      prefix: "deps(website)"
+
+  - package-ecosystem: github-actions
+    directory: /
+    schedule:
+      interval: weekly
+    commit-message:
+      prefix: "ci"
+
+  - package-ecosystem: docker
+    directory: /api-server
+    schedule:
+      interval: weekly
+    commit-message:
+      prefix: "deps(docker)"
+
+  - package-ecosystem: docker
+    directory: /web-ui
+    schedule:
+      interval: weekly
+    commit-message:
+      prefix: "deps(docker)"
diff --git a/CHANGELOG.md b/CHANGELOG.md
index bc69765..799207f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,13 @@ All notable changes to the Bison project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [0.0.27] - 2026-06-19
+
+### Added — Supply-chain hygiene
+
+- Added `.github/dependabot.yml` to track updates weekly for Go modules, the web-ui and website npm trees, GitHub Actions, and the Docker base images.
+- Added `.dockerignore` for api-server and web-ui so build contexts exclude `.git`, `node_modules`, `dist`, coverage and editor files — smaller, more reproducible image builds.
+
 ## [0.0.26] - 2026-06-19
 
 ### Added — Availability & network hardening templates (opt-in)
diff --git a/api-server/.dockerignore b/api-server/.dockerignore
new file mode 100644
index 0000000..7106c2e
--- /dev/null
+++ b/api-server/.dockerignore
@@ -0,0 +1,11 @@
+# Keep the Docker build context small and reproducible.
+.git
+.gitignore
+.dockerignore
+Dockerfile
+dist
+bin
+*.out
+coverage.out
+.idea
+.vscode
diff --git a/deploy/charts/bison/Chart.yaml b/deploy/charts/bison/Chart.yaml
index 8c6129a..e8401c2 100644
--- a/deploy/charts/bison/Chart.yaml
+++ b/deploy/charts/bison/Chart.yaml
@@ -2,8 +2,8 @@ apiVersion: v2
 name: bison
 description: Bison - GPU 资源计费平台，基于 Capsule 多租户 + OpenCost 成本追踪
 type: application
-version: 0.0.26
-appVersion: "0.0.26"
+version: 0.0.27
+appVersion: "0.0.27"
 kubeVersion: ">=1.22.0-0"
 keywords:
   - gpu
diff --git a/web-ui/.dockerignore b/web-ui/.dockerignore
new file mode 100644
index 0000000..e619916
--- /dev/null
+++ b/web-ui/.dockerignore
@@ -0,0 +1,9 @@
+# Keep the Docker build context small and reproducible.
+node_modules
+dist
+coverage
+.git
+.gitignore
+.dockerignore
+Dockerfile
+npm-debug.log*
diff --git a/web-ui/package.json b/web-ui/package.json
index d7caf7f..54483e1 100644
--- a/web-ui/package.json
+++ b/web-ui/package.json
@@ -1,6 +1,6 @@
 {
   "name": "bison-web-ui",
-  "version": "0.0.26",
+  "version": "0.0.27",
   "private": true,
   "scripts": {
     "dev": "vite",

From 0c2f3bbab4146911600bb94973bb862a4abc83ce Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 19 Jun 2026 11:43:38 +0000
Subject: [PATCH 44/44] ci: bump actions/setup-go from 5 to 6

Bumps [actions/setup-go](https://github.com/actions/setup-go) from 5 to 6.
- [Release notes](https://github.com/actions/setup-go/releases)
- [Commits](https://github.com/actions/setup-go/compare/v5...v6)

---
updated-dependencies:
- dependency-name: actions/setup-go
  dependency-version: '6'
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 .github/workflows/build-test.yml | 4 ++--
 .github/workflows/release.yml    | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/build-test.yml b/.github/workflows/build-test.yml
index d1abc5c..db62134 100644
--- a/.github/workflows/build-test.yml
+++ b/.github/workflows/build-test.yml
@@ -27,7 +27,7 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Set up Go
-        uses: actions/setup-go@v5
+        uses: actions/setup-go@v6
         with:
           go-version: '1.24'
           cache-dependency-path: api-server/go.sum
@@ -53,7 +53,7 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Set up Go
-        uses: actions/setup-go@v5
+        uses: actions/setup-go@v6
         with:
           go-version: '1.24'
           cache-dependency-path: api-server/go.sum
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index cbd7648..d9c407a 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -23,7 +23,7 @@ jobs:
         uses: actions/checkout@v4
 
       - name: Set up Go
-        uses: actions/setup-go@v5
+        uses: actions/setup-go@v6
         with:
           go-version: '1.24'
           cache-dependency-path: api-server/go.sum