diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 457296b1..9650a76b 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -17,7 +17,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: '3.12'
 
       - name: Install build tools
         run: pip install build twine
diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index 805aa7c7..3b3c4d06 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -25,7 +25,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.12"
 
       - name: Install dependencies
         run: pip install -r requirements-dev.txt
@@ -42,7 +42,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.12"
 
       - name: Install dependencies
         run: pip install -r requirements-dev.txt
diff --git a/Makefile b/Makefile
index f618defc..d61798b0 100644
--- a/Makefile
+++ b/Makefile
@@ -114,8 +114,8 @@ format-python:
 # Update requirements files with exact pins from pyproject.toml
 update-requirements:
 	@echo "Updating requirements files from pyproject.toml..."
-	pip-compile --resolver=backtracking pyproject.toml --output-file requirements.txt
-	pip-compile --resolver=backtracking --extra dev pyproject.toml --output-file requirements-dev.txt
+	pip-compile --resolver=backtracking --upgrade pyproject.toml --output-file requirements.txt
+	pip-compile --resolver=backtracking --upgrade --extra dev pyproject.toml --output-file requirements-dev.txt
 	@echo "Requirements updated! Review changes before committing."
 
 # Help target
diff --git a/demo-ui/package-lock.json b/demo-ui/package-lock.json
index d9a98c23..434fce8b 100644
--- a/demo-ui/package-lock.json
+++ b/demo-ui/package-lock.json
@@ -21,7 +21,7 @@
         "@tanstack/react-query": "^5.17.0",
         "@tanstack/react-query-devtools": "^5.17.0",
         "@tanstack/react-table": "^8.21.3",
-        "axios": "^1.6.5",
+        "axios": "^1.13.5",
         "class-variance-authority": "^0.7.1",
         "clsx": "^2.1.1",
         "diff": "^8.0.2",
@@ -2782,9 +2782,9 @@
       }
     },
     "node_modules/@remix-run/router": {
-      "version": "1.23.0",
-      "resolved": "https://registry.npmjs.org/@remix-run/router/-/router-1.23.0.tgz",
-      "integrity": "sha512-O3rHJzAQKamUz1fvE0Qaw0xSFqsA/yafi2iqeE0pvdFtCO1viYx8QL6f3Ln/aCCTLxs68SLf0KPM9eSeM8yBnA==",
+      "version": "1.23.2",
+      "resolved": "https://registry.npmjs.org/@remix-run/router/-/router-1.23.2.tgz",
+      "integrity": "sha512-Ic6m2U/rMjTkhERIa/0ZtXJP17QUi2CbWE7cqx4J58M8aA3QTfW+2UlQ4psvTX9IO1RfNVhK3pcpdjej7L+t2w==",
       "license": "MIT",
       "engines": {
         "node": ">=14.0.0"
@@ -2965,9 +2965,9 @@
       "license": "MIT"
     },
     "node_modules/@rollup/rollup-android-arm-eabi": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.52.5.tgz",
-      "integrity": "sha512-8c1vW4ocv3UOMp9K+gToY5zL2XiiVw3k7f1ksf4yO1FlDFQ1C2u72iACFnSOceJFsWskc2WZNqeRhFRPzv+wtQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.59.0.tgz",
+      "integrity": "sha512-upnNBkA6ZH2VKGcBj9Fyl9IGNPULcjXRlg0LLeaioQWueH30p6IXtJEbKAgvyv+mJaMxSm1l6xwDXYjpEMiLMg==",
       "cpu": [
         "arm"
       ],
@@ -2979,9 +2979,9 @@
       ]
     },
     "node_modules/@rollup/rollup-android-arm64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.52.5.tgz",
-      "integrity": "sha512-mQGfsIEFcu21mvqkEKKu2dYmtuSZOBMmAl5CFlPGLY94Vlcm+zWApK7F/eocsNzp8tKmbeBP8yXyAbx0XHsFNA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.59.0.tgz",
+      "integrity": "sha512-hZ+Zxj3SySm4A/DylsDKZAeVg0mvi++0PYVceVyX7hemkw7OreKdCvW2oQ3T1FMZvCaQXqOTHb8qmBShoqk69Q==",
       "cpu": [
         "arm64"
       ],
@@ -2993,9 +2993,9 @@
       ]
     },
     "node_modules/@rollup/rollup-darwin-arm64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.52.5.tgz",
-      "integrity": "sha512-takF3CR71mCAGA+v794QUZ0b6ZSrgJkArC+gUiG6LB6TQty9T0Mqh3m2ImRBOxS2IeYBo4lKWIieSvnEk2OQWA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.59.0.tgz",
+      "integrity": "sha512-W2Psnbh1J8ZJw0xKAd8zdNgF9HRLkdWwwdWqubSVk0pUuQkoHnv7rx4GiF9rT4t5DIZGAsConRE3AxCdJ4m8rg==",
       "cpu": [
         "arm64"
       ],
@@ -3007,9 +3007,9 @@
       ]
     },
     "node_modules/@rollup/rollup-darwin-x64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.52.5.tgz",
-      "integrity": "sha512-W901Pla8Ya95WpxDn//VF9K9u2JbocwV/v75TE0YIHNTbhqUTv9w4VuQ9MaWlNOkkEfFwkdNhXgcLqPSmHy0fA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.59.0.tgz",
+      "integrity": "sha512-ZW2KkwlS4lwTv7ZVsYDiARfFCnSGhzYPdiOU4IM2fDbL+QGlyAbjgSFuqNRbSthybLbIJ915UtZBtmuLrQAT/w==",
       "cpu": [
         "x64"
       ],
@@ -3021,9 +3021,9 @@
       ]
     },
     "node_modules/@rollup/rollup-freebsd-arm64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.52.5.tgz",
-      "integrity": "sha512-QofO7i7JycsYOWxe0GFqhLmF6l1TqBswJMvICnRUjqCx8b47MTo46W8AoeQwiokAx3zVryVnxtBMcGcnX12LvA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.59.0.tgz",
+      "integrity": "sha512-EsKaJ5ytAu9jI3lonzn3BgG8iRBjV4LxZexygcQbpiU0wU0ATxhNVEpXKfUa0pS05gTcSDMKpn3Sx+QB9RlTTA==",
       "cpu": [
         "arm64"
       ],
@@ -3035,9 +3035,9 @@
       ]
     },
     "node_modules/@rollup/rollup-freebsd-x64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.52.5.tgz",
-      "integrity": "sha512-jr21b/99ew8ujZubPo9skbrItHEIE50WdV86cdSoRkKtmWa+DDr6fu2c/xyRT0F/WazZpam6kk7IHBerSL7LDQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.59.0.tgz",
+      "integrity": "sha512-d3DuZi2KzTMjImrxoHIAODUZYoUUMsuUiY4SRRcJy6NJoZ6iIqWnJu9IScV9jXysyGMVuW+KNzZvBLOcpdl3Vg==",
       "cpu": [
         "x64"
       ],
@@ -3049,9 +3049,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-arm-gnueabihf": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.52.5.tgz",
-      "integrity": "sha512-PsNAbcyv9CcecAUagQefwX8fQn9LQ4nZkpDboBOttmyffnInRy8R8dSg6hxxl2Re5QhHBf6FYIDhIj5v982ATQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.59.0.tgz",
+      "integrity": "sha512-t4ONHboXi/3E0rT6OZl1pKbl2Vgxf9vJfWgmUoCEVQVxhW6Cw/c8I6hbbu7DAvgp82RKiH7TpLwxnJeKv2pbsw==",
       "cpu": [
         "arm"
       ],
@@ -3063,9 +3063,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-arm-musleabihf": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.52.5.tgz",
-      "integrity": "sha512-Fw4tysRutyQc/wwkmcyoqFtJhh0u31K+Q6jYjeicsGJJ7bbEq8LwPWV/w0cnzOqR2m694/Af6hpFayLJZkG2VQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.59.0.tgz",
+      "integrity": "sha512-CikFT7aYPA2ufMD086cVORBYGHffBo4K8MQ4uPS/ZnY54GKj36i196u8U+aDVT2LX4eSMbyHtyOh7D7Zvk2VvA==",
       "cpu": [
         "arm"
       ],
@@ -3077,9 +3077,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-arm64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.52.5.tgz",
-      "integrity": "sha512-a+3wVnAYdQClOTlyapKmyI6BLPAFYs0JM8HRpgYZQO02rMR09ZcV9LbQB+NL6sljzG38869YqThrRnfPMCDtZg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.59.0.tgz",
+      "integrity": "sha512-jYgUGk5aLd1nUb1CtQ8E+t5JhLc9x5WdBKew9ZgAXg7DBk0ZHErLHdXM24rfX+bKrFe+Xp5YuJo54I5HFjGDAA==",
       "cpu": [
         "arm64"
       ],
@@ -3091,9 +3091,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-arm64-musl": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.52.5.tgz",
-      "integrity": "sha512-AvttBOMwO9Pcuuf7m9PkC1PUIKsfaAJ4AYhy944qeTJgQOqJYJ9oVl2nYgY7Rk0mkbsuOpCAYSs6wLYB2Xiw0Q==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.59.0.tgz",
+      "integrity": "sha512-peZRVEdnFWZ5Bh2KeumKG9ty7aCXzzEsHShOZEFiCQlDEepP1dpUl/SrUNXNg13UmZl+gzVDPsiCwnV1uI0RUA==",
       "cpu": [
         "arm64"
       ],
@@ -3105,9 +3105,23 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-loong64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-gnu/-/rollup-linux-loong64-gnu-4.52.5.tgz",
-      "integrity": "sha512-DkDk8pmXQV2wVrF6oq5tONK6UHLz/XcEVow4JTTerdeV1uqPeHxwcg7aFsfnSm9L+OO8WJsWotKM2JJPMWrQtA==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-gnu/-/rollup-linux-loong64-gnu-4.59.0.tgz",
+      "integrity": "sha512-gbUSW/97f7+r4gHy3Jlup8zDG190AuodsWnNiXErp9mT90iCy9NKKU0Xwx5k8VlRAIV2uU9CsMnEFg/xXaOfXg==",
+      "cpu": [
+        "loong64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ]
+    },
+    "node_modules/@rollup/rollup-linux-loong64-musl": {
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-loong64-musl/-/rollup-linux-loong64-musl-4.59.0.tgz",
+      "integrity": "sha512-yTRONe79E+o0FWFijasoTjtzG9EBedFXJMl888NBEDCDV9I2wGbFFfJQQe63OijbFCUZqxpHz1GzpbtSFikJ4Q==",
       "cpu": [
         "loong64"
       ],
@@ -3119,9 +3133,23 @@
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     },
     "node_modules/@rollup/rollup-linux-ppc64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-gnu/-/rollup-linux-ppc64-gnu-4.52.5.tgz",
-      "integrity": "sha512-W/b9ZN/U9+hPQVvlGwjzi+Wy4xdoH2I8EjaCkMvzpI7wJUs8sWJ03Rq96jRnHkSrcHTpQe8h5Tg3ZzUPGauvAw==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-gnu/-/rollup-linux-ppc64-gnu-4.59.0.tgz",
+      "integrity": "sha512-sw1o3tfyk12k3OEpRddF68a1unZ5VCN7zoTNtSn2KndUE+ea3m3ROOKRCZxEpmT9nsGnogpFP9x6mnLTCaoLkA==",
+      "cpu": [
+        "ppc64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ]
+    },
+    "node_modules/@rollup/rollup-linux-ppc64-musl": {
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-ppc64-musl/-/rollup-linux-ppc64-musl-4.59.0.tgz",
+      "integrity": "sha512-+2kLtQ4xT3AiIxkzFVFXfsmlZiG5FXYW7ZyIIvGA7Bdeuh9Z0aN4hVyXS/G1E9bTP/vqszNIN/pUKCk/BTHsKA==",
       "cpu": [
         "ppc64"
       ],
@@ -3133,9 +3161,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-riscv64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-gnu/-/rollup-linux-riscv64-gnu-4.52.5.tgz",
-      "integrity": "sha512-sjQLr9BW7R/ZiXnQiWPkErNfLMkkWIoCz7YMn27HldKsADEKa5WYdobaa1hmN6slu9oWQbB6/jFpJ+P2IkVrmw==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-gnu/-/rollup-linux-riscv64-gnu-4.59.0.tgz",
+      "integrity": "sha512-NDYMpsXYJJaj+I7UdwIuHHNxXZ/b/N2hR15NyH3m2qAtb/hHPA4g4SuuvrdxetTdndfj9b1WOmy73kcPRoERUg==",
       "cpu": [
         "riscv64"
       ],
@@ -3147,9 +3175,9 @@
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     },
     "node_modules/@rollup/rollup-linux-riscv64-musl": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-musl/-/rollup-linux-riscv64-musl-4.52.5.tgz",
-      "integrity": "sha512-hq3jU/kGyjXWTvAh2awn8oHroCbrPm8JqM7RUpKjalIRWWXE01CQOf/tUNWNHjmbMHg/hmNCwc/Pz3k1T/j/Lg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-riscv64-musl/-/rollup-linux-riscv64-musl-4.59.0.tgz",
+      "integrity": "sha512-nLckB8WOqHIf1bhymk+oHxvM9D3tyPndZH8i8+35p/1YiVoVswPid2yLzgX7ZJP0KQvnkhM4H6QZ5m0LzbyIAg==",
       "cpu": [
         "riscv64"
       ],
@@ -3161,9 +3189,9 @@
       ]
     },
     "node_modules/@rollup/rollup-linux-s390x-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-s390x-gnu/-/rollup-linux-s390x-gnu-4.52.5.tgz",
-      "integrity": "sha512-gn8kHOrku8D4NGHMK1Y7NA7INQTRdVOntt1OCYypZPRt6skGbddska44K8iocdpxHTMMNui5oH4elPH4QOLrFQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-s390x-gnu/-/rollup-linux-s390x-gnu-4.59.0.tgz",
+      "integrity": "sha512-oF87Ie3uAIvORFBpwnCvUzdeYUqi2wY6jRFWJAy1qus/udHFYIkplYRW+wo+GRUP4sKzYdmE1Y3+rY5Gc4ZO+w==",
       "cpu": [
         "s390x"
       ],
@@ -3175,9 +3203,9 @@
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     },
     "node_modules/@rollup/rollup-linux-x64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-gnu/-/rollup-linux-x64-gnu-4.52.5.tgz",
-      "integrity": "sha512-hXGLYpdhiNElzN770+H2nlx+jRog8TyynpTVzdlc6bndktjKWyZyiCsuDAlpd+j+W+WNqfcyAWz9HxxIGfZm1Q==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-gnu/-/rollup-linux-x64-gnu-4.59.0.tgz",
+      "integrity": "sha512-3AHmtQq/ppNuUspKAlvA8HtLybkDflkMuLK4DPo77DfthRb71V84/c4MlWJXixZz4uruIH4uaa07IqoAkG64fg==",
       "cpu": [
         "x64"
       ],
@@ -3189,9 +3217,9 @@
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     "node_modules/@rollup/rollup-linux-x64-musl": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-musl/-/rollup-linux-x64-musl-4.52.5.tgz",
-      "integrity": "sha512-arCGIcuNKjBoKAXD+y7XomR9gY6Mw7HnFBv5Rw7wQRvwYLR7gBAgV7Mb2QTyjXfTveBNFAtPt46/36vV9STLNg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-linux-x64-musl/-/rollup-linux-x64-musl-4.59.0.tgz",
+      "integrity": "sha512-2UdiwS/9cTAx7qIUZB/fWtToJwvt0Vbo0zmnYt7ED35KPg13Q0ym1g442THLC7VyI6JfYTP4PiSOWyoMdV2/xg==",
       "cpu": [
         "x64"
       ],
@@ -3202,10 +3230,24 @@
         "linux"
       ]
     },
+    "node_modules/@rollup/rollup-openbsd-x64": {
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-openbsd-x64/-/rollup-openbsd-x64-4.59.0.tgz",
+      "integrity": "sha512-M3bLRAVk6GOwFlPTIxVBSYKUaqfLrn8l0psKinkCFxl4lQvOSz8ZrKDz2gxcBwHFpci0B6rttydI4IpS4IS/jQ==",
+      "cpu": [
+        "x64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "openbsd"
+      ]
+    },
     "node_modules/@rollup/rollup-openharmony-arm64": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-openharmony-arm64/-/rollup-openharmony-arm64-4.52.5.tgz",
-      "integrity": "sha512-QoFqB6+/9Rly/RiPjaomPLmR/13cgkIGfA40LHly9zcH1S0bN2HVFYk3a1eAyHQyjs3ZJYlXvIGtcCs5tko9Cw==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-openharmony-arm64/-/rollup-openharmony-arm64-4.59.0.tgz",
+      "integrity": "sha512-tt9KBJqaqp5i5HUZzoafHZX8b5Q2Fe7UjYERADll83O4fGqJ49O1FsL6LpdzVFQcpwvnyd0i+K/VSwu/o/nWlA==",
       "cpu": [
         "arm64"
       ],
@@ -3217,9 +3259,9 @@
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     "node_modules/@rollup/rollup-win32-arm64-msvc": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.52.5.tgz",
-      "integrity": "sha512-w0cDWVR6MlTstla1cIfOGyl8+qb93FlAVutcor14Gf5Md5ap5ySfQ7R9S/NjNaMLSFdUnKGEasmVnu3lCMqB7w==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.59.0.tgz",
+      "integrity": "sha512-V5B6mG7OrGTwnxaNUzZTDTjDS7F75PO1ae6MJYdiMu60sq0CqN5CVeVsbhPxalupvTX8gXVSU9gq+Rx1/hvu6A==",
       "cpu": [
         "arm64"
       ],
@@ -3231,9 +3273,9 @@
       ]
     },
     "node_modules/@rollup/rollup-win32-ia32-msvc": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.52.5.tgz",
-      "integrity": "sha512-Aufdpzp7DpOTULJCuvzqcItSGDH73pF3ko/f+ckJhxQyHtp67rHw3HMNxoIdDMUITJESNE6a8uh4Lo4SLouOUg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.59.0.tgz",
+      "integrity": "sha512-UKFMHPuM9R0iBegwzKF4y0C4J9u8C6MEJgFuXTBerMk7EJ92GFVFYBfOZaSGLu6COf7FxpQNqhNS4c4icUPqxA==",
       "cpu": [
         "ia32"
       ],
@@ -3245,9 +3287,9 @@
       ]
     },
     "node_modules/@rollup/rollup-win32-x64-gnu": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-gnu/-/rollup-win32-x64-gnu-4.52.5.tgz",
-      "integrity": "sha512-UGBUGPFp1vkj6p8wCRraqNhqwX/4kNQPS57BCFc8wYh0g94iVIW33wJtQAx3G7vrjjNtRaxiMUylM0ktp/TRSQ==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-gnu/-/rollup-win32-x64-gnu-4.59.0.tgz",
+      "integrity": "sha512-laBkYlSS1n2L8fSo1thDNGrCTQMmxjYY5G0WFWjFFYZkKPjsMBsgJfGf4TLxXrF6RyhI60L8TMOjBMvXiTcxeA==",
       "cpu": [
         "x64"
       ],
@@ -3259,9 +3301,9 @@
       ]
     },
     "node_modules/@rollup/rollup-win32-x64-msvc": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.52.5.tgz",
-      "integrity": "sha512-TAcgQh2sSkykPRWLrdyy2AiceMckNf5loITqXxFI5VuQjS5tSuw3WlwdN8qv8vzjLAUTvYaH/mVjSFpbkFbpTg==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.59.0.tgz",
+      "integrity": "sha512-2HRCml6OztYXyJXAvdDXPKcawukWY2GpR5/nxKp4iBgiO3wcoEGkAaqctIbZcNB6KlUQBIqt8VYkNSj2397EfA==",
       "cpu": [
         "x64"
       ],
@@ -4090,32 +4132,6 @@
         "typescript": ">=4.8.4 <6.0.0"
       }
     },
-    "node_modules/@typescript-eslint/typescript-estree/node_modules/brace-expansion": {
-      "version": "2.0.2",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz",
-      "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "balanced-match": "^1.0.0"
-      }
-    },
-    "node_modules/@typescript-eslint/typescript-estree/node_modules/minimatch": {
-      "version": "9.0.5",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-9.0.5.tgz",
-      "integrity": "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow==",
-      "dev": true,
-      "license": "ISC",
-      "dependencies": {
-        "brace-expansion": "^2.0.1"
-      },
-      "engines": {
-        "node": ">=16 || 14 >=14.17"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/isaacs"
-      }
-    },
     "node_modules/@typescript-eslint/typescript-estree/node_modules/semver": {
       "version": "7.7.3",
       "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
@@ -4749,22 +4765,25 @@
       }
     },
     "node_modules/axios": {
-      "version": "1.12.2",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-1.12.2.tgz",
-      "integrity": "sha512-vMJzPewAlRyOgxV2dU0Cuz2O8zzzx9VYtbJOaBgXFeLc4IV/Eg50n4LowmehOOR61S8ZMpc2K5Sa7g6A4jfkUw==",
+      "version": "1.13.6",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.13.6.tgz",
+      "integrity": "sha512-ChTCHMouEe2kn713WHbQGcuYrr6fXTBiu460OTwWrWob16g1bXn4vtz07Ope7ewMozJAnEquLk5lWQWtBig9DQ==",
       "license": "MIT",
       "dependencies": {
-        "follow-redirects": "^1.15.6",
-        "form-data": "^4.0.4",
+        "follow-redirects": "^1.15.11",
+        "form-data": "^4.0.5",
         "proxy-from-env": "^1.1.0"
       }
     },
     "node_modules/balanced-match": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
-      "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
+      "version": "4.0.4",
+      "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-4.0.4.tgz",
+      "integrity": "sha512-BLrgEcRTwX2o6gGxGOCNyMvGSp35YofuYzw9h1IMTRmKqttAZZVU67bdb9Pr2vUHA8+j3i2tJfjO6C6+4myGTA==",
       "dev": true,
-      "license": "MIT"
+      "license": "MIT",
+      "engines": {
+        "node": "18 || 20 || >=22"
+      }
     },
     "node_modules/baseline-browser-mapping": {
       "version": "2.8.18",
@@ -4787,14 +4806,16 @@
       }
     },
     "node_modules/brace-expansion": {
-      "version": "1.1.12",
-      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
-      "integrity": "sha512-9T9UjW3r0UW5c1Q7GTwllptXwhvYmEzFhzMfZ9H7FQWt+uZePjZPjBP/W1ZEyZ1twGWom5/56TF4lPcqjnDHcg==",
+      "version": "5.0.4",
+      "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-5.0.4.tgz",
+      "integrity": "sha512-h+DEnpVvxmfVefa4jFbCf5HdH5YMDXRsmKflpf1pILZWRFlTbJpxeU55nJl4Smt5HQaGzg1o6RHFPJaOqnmBDg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "balanced-match": "^1.0.0",
-        "concat-map": "0.0.1"
+        "balanced-match": "^4.0.2"
+      },
+      "engines": {
+        "node": "18 || 20 || >=22"
       }
     },
     "node_modules/braces": {
@@ -5239,13 +5260,6 @@
       "integrity": "sha512-VRhuHOLoKYOy4UbilLbUzbYg93XLjv2PncJC50EuTWPA3gaja1UjBsUP/D/9/juV3vQFr6XBEzn9KCAHdUvOHw==",
       "license": "MIT"
     },
-    "node_modules/concat-map": {
-      "version": "0.0.1",
-      "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
-      "integrity": "sha512-/Srv4dswyQNBfohGpz9o6Yb3Gz3SrUDqBH5rTuhGR7ahtlbYKnVxw2bCFMRljaA7EXHaXZ8wsHdodFvbkhKmqg==",
-      "dev": true,
-      "license": "MIT"
-    },
     "node_modules/convert-source-map": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/convert-source-map/-/convert-source-map-2.0.0.tgz",
@@ -6492,9 +6506,9 @@
       }
     },
     "node_modules/form-data": {
-      "version": "4.0.4",
-      "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.4.tgz",
-      "integrity": "sha512-KrGhL9Q4zjj0kiUt5OO4Mr/A/jlI2jDYs5eHBpYHPcBEVSiipAvn2Ko2HnPe20rmcuuvMHNdZFp+4IlGTMF0Ow==",
+      "version": "4.0.5",
+      "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.5.tgz",
+      "integrity": "sha512-8RipRLol37bNs2bhoV67fiTEvdTrbMUYcFTiy3+wuuOnUog2QBHCZWXDRijWQfAkhBj2Uf5UnVaiWwA5vdd82w==",
       "license": "MIT",
       "dependencies": {
         "asynckit": "^0.4.0",
@@ -8329,16 +8343,19 @@
       }
     },
     "node_modules/minimatch": {
-      "version": "3.1.2",
-      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz",
-      "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==",
+      "version": "10.2.4",
+      "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-10.2.4.tgz",
+      "integrity": "sha512-oRjTw/97aTBN0RHbYCdtF1MQfvusSIBQM0IZEgzl6426+8jSC0nF1a/GmnVLpfB9yyr6g6FTqWqiZVbxrtaCIg==",
       "dev": true,
-      "license": "ISC",
+      "license": "BlueOak-1.0.0",
       "dependencies": {
-        "brace-expansion": "^1.1.7"
+        "brace-expansion": "^5.0.2"
       },
       "engines": {
-        "node": "*"
+        "node": "18 || 20 || >=22"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/isaacs"
       }
     },
     "node_modules/moment": {
@@ -10228,9 +10245,9 @@
       "license": "MIT"
     },
     "node_modules/rollup": {
-      "version": "4.52.5",
-      "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.52.5.tgz",
-      "integrity": "sha512-3GuObel8h7Kqdjt0gxkEzaifHTqLVW56Y/bjN7PSQtkKr0w3V/QYSdt6QWYtd7A1xUtYQigtdUfgj1RvWVtorw==",
+      "version": "4.59.0",
+      "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.59.0.tgz",
+      "integrity": "sha512-2oMpl67a3zCH9H79LeMcbDhXW/UmWG/y2zuqnF2jQq5uq9TbM9TVyXvA4+t+ne2IIkBdrLpAaRQAvo7YI/Yyeg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -10244,28 +10261,31 @@
         "npm": ">=8.0.0"
       },
       "optionalDependencies": {
-        "@rollup/rollup-android-arm-eabi": "4.52.5",
-        "@rollup/rollup-android-arm64": "4.52.5",
-        "@rollup/rollup-darwin-arm64": "4.52.5",
-        "@rollup/rollup-darwin-x64": "4.52.5",
-        "@rollup/rollup-freebsd-arm64": "4.52.5",
-        "@rollup/rollup-freebsd-x64": "4.52.5",
-        "@rollup/rollup-linux-arm-gnueabihf": "4.52.5",
-        "@rollup/rollup-linux-arm-musleabihf": "4.52.5",
-        "@rollup/rollup-linux-arm64-gnu": "4.52.5",
-        "@rollup/rollup-linux-arm64-musl": "4.52.5",
-        "@rollup/rollup-linux-loong64-gnu": "4.52.5",
-        "@rollup/rollup-linux-ppc64-gnu": "4.52.5",
-        "@rollup/rollup-linux-riscv64-gnu": "4.52.5",
-        "@rollup/rollup-linux-riscv64-musl": "4.52.5",
-        "@rollup/rollup-linux-s390x-gnu": "4.52.5",
-        "@rollup/rollup-linux-x64-gnu": "4.52.5",
-        "@rollup/rollup-linux-x64-musl": "4.52.5",
-        "@rollup/rollup-openharmony-arm64": "4.52.5",
-        "@rollup/rollup-win32-arm64-msvc": "4.52.5",
-        "@rollup/rollup-win32-ia32-msvc": "4.52.5",
-        "@rollup/rollup-win32-x64-gnu": "4.52.5",
-        "@rollup/rollup-win32-x64-msvc": "4.52.5",
+        "@rollup/rollup-android-arm-eabi": "4.59.0",
+        "@rollup/rollup-android-arm64": "4.59.0",
+        "@rollup/rollup-darwin-arm64": "4.59.0",
+        "@rollup/rollup-darwin-x64": "4.59.0",
+        "@rollup/rollup-freebsd-arm64": "4.59.0",
+        "@rollup/rollup-freebsd-x64": "4.59.0",
+        "@rollup/rollup-linux-arm-gnueabihf": "4.59.0",
+        "@rollup/rollup-linux-arm-musleabihf": "4.59.0",
+        "@rollup/rollup-linux-arm64-gnu": "4.59.0",
+        "@rollup/rollup-linux-arm64-musl": "4.59.0",
+        "@rollup/rollup-linux-loong64-gnu": "4.59.0",
+        "@rollup/rollup-linux-loong64-musl": "4.59.0",
+        "@rollup/rollup-linux-ppc64-gnu": "4.59.0",
+        "@rollup/rollup-linux-ppc64-musl": "4.59.0",
+        "@rollup/rollup-linux-riscv64-gnu": "4.59.0",
+        "@rollup/rollup-linux-riscv64-musl": "4.59.0",
+        "@rollup/rollup-linux-s390x-gnu": "4.59.0",
+        "@rollup/rollup-linux-x64-gnu": "4.59.0",
+        "@rollup/rollup-linux-x64-musl": "4.59.0",
+        "@rollup/rollup-openbsd-x64": "4.59.0",
+        "@rollup/rollup-openharmony-arm64": "4.59.0",
+        "@rollup/rollup-win32-arm64-msvc": "4.59.0",
+        "@rollup/rollup-win32-ia32-msvc": "4.59.0",
+        "@rollup/rollup-win32-x64-gnu": "4.59.0",
+        "@rollup/rollup-win32-x64-msvc": "4.59.0",
         "fsevents": "~2.3.2"
       }
     },
diff --git a/demo-ui/package.json b/demo-ui/package.json
index 3bd42c7c..c4e36fc4 100644
--- a/demo-ui/package.json
+++ b/demo-ui/package.json
@@ -17,7 +17,7 @@
     "@tanstack/react-query": "^5.17.0",
     "@tanstack/react-query-devtools": "^5.17.0",
     "@tanstack/react-table": "^8.21.3",
-    "axios": "^1.6.5",
+    "axios": "^1.13.5",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "diff": "^8.0.2",
@@ -33,6 +33,11 @@
     "tailwindcss-animate": "^1.0.7",
     "zod": "^3.25.76"
   },
+  "overrides": {
+    "@remix-run/router": ">=1.23.2",
+    "rollup": ">=4.59.0",
+    "minimatch": ">=9.0.7"
+  },
   "scripts": {
     "dev": "vite",
     "tsc": "tsc -p tsconfig.app.json --noEmit --pretty",
diff --git a/pyproject.toml b/pyproject.toml
index aa7f7090..10087163 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "julee"
-version = "0.1.10"
+version = "0.1.11"
 description = "Julee - Clean architecture for accountable and transparent digital supply chains"
 readme = "README.md"
 requires-python = ">=3.11"
@@ -27,7 +27,7 @@ dependencies = [
     # Core Web Framework
     "fastapi>=0.100.0",
     "uvicorn>=0.20.0",
-    "python-multipart",
+    "python-multipart>=0.0.22",
     "fastapi-pagination>=0.12.0",
     # Data Validation and Serialization
     "pydantic>=2.0.0",
diff --git a/requirements-dev.txt b/requirements-dev.txt
index c9b0a750..f9d27fed 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.11
+# This file is autogenerated by pip-compile with Python 3.12
 # by the following command:
 #
 #    pip-compile --extra=dev --output-file=requirements-dev.txt pyproject.toml
@@ -10,9 +10,9 @@ annotated-doc==0.0.4
     # via fastapi
 annotated-types==0.7.0
     # via pydantic
-anthropic==0.75.0
+anthropic==0.84.0
     # via julee (pyproject.toml)
-anyio==4.12.0
+anyio==4.12.1
     # via
     #   anthropic
     #   httpx
@@ -27,15 +27,15 @@ attrs==25.4.0
     # via
     #   jsonschema
     #   referencing
-babel==2.17.0
+babel==2.18.0
     # via sphinx
-bandit==1.9.2
+bandit==1.9.4
     # via julee (pyproject.toml)
-black==25.12.0
+black==26.1.0
     # via julee (pyproject.toml)
-build==1.3.0
+build==1.4.0
     # via pip-tools
-certifi==2025.11.12
+certifi==2026.2.25
     # via
     #   httpcore
     #   httpx
@@ -53,7 +53,7 @@ click==8.3.1
     #   julee (pyproject.toml)
     #   pip-tools
     #   uvicorn
-coverage[toml]==7.13.0
+coverage[toml]==7.13.4
     # via pytest-cov
 distlib==0.4.0
     # via virtualenv
@@ -61,22 +61,24 @@ distro==1.9.0
     # via anthropic
 docstring-parser==0.17.0
     # via anthropic
-docutils==0.22.3
+docutils==0.22.4
     # via sphinx
 execnet==2.1.2
     # via pytest-xdist
 factory-boy==3.3.3
     # via julee (pyproject.toml)
-faker==38.2.0
+faker==40.5.1
     # via factory-boy
-fastapi==0.124.2
+fastapi==0.135.1
     # via
     #   fastapi-pagination
     #   julee (pyproject.toml)
-fastapi-pagination==0.15.2
+fastapi-pagination==0.15.10
     # via julee (pyproject.toml)
-filelock==3.20.0
-    # via virtualenv
+filelock==3.25.0
+    # via
+    #   python-discovery
+    #   virtualenv
 h11==0.16.0
     # via
     #   httpcore
@@ -85,16 +87,16 @@ httpcore==1.0.9
     # via httpx
 httpx==0.28.1
     # via anthropic
-hypothesis==6.148.7
+hypothesis==6.151.9
     # via julee (pyproject.toml)
-identify==2.6.15
+identify==2.6.17
     # via pre-commit
 idna==3.11
     # via
     #   anyio
     #   httpx
     #   requests
-imagesize==1.4.1
+imagesize==2.0.0
     # via sphinx
 iniconfig==2.3.0
     # via pytest
@@ -102,15 +104,15 @@ jinja2==3.1.6
     # via
     #   julee (pyproject.toml)
     #   sphinx
-jiter==0.12.0
+jiter==0.13.0
     # via anthropic
 jsonpointer==3.0.0
     # via julee (pyproject.toml)
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via julee (pyproject.toml)
 jsonschema-specifications==2025.9.1
     # via jsonschema
-librt==0.7.3
+librt==0.8.1
     # via mypy
 markdown-it-py==4.0.0
     # via rich
@@ -122,41 +124,43 @@ minio==7.2.20
     # via julee (pyproject.toml)
 multihash==0.1.1
     # via julee (pyproject.toml)
-mypy==1.19.0
+mypy==1.19.1
     # via julee (pyproject.toml)
 mypy-extensions==1.1.0
     # via
     #   black
     #   mypy
-nexus-rpc==1.2.0
+nexus-rpc==1.3.0
     # via temporalio
-nodeenv==1.9.1
+nodeenv==1.10.0
     # via pre-commit
-packaging==25.0
+packaging==26.0
     # via
     #   black
     #   build
     #   pytest
     #   sphinx
-pathspec==0.12.1
+    #   wheel
+pathspec==1.0.4
     # via
     #   black
     #   mypy
-pip-tools==7.5.2
+pip-tools==7.5.3
     # via julee (pyproject.toml)
-platformdirs==4.5.1
+platformdirs==4.9.2
     # via
     #   black
+    #   python-discovery
     #   virtualenv
 pluggy==1.6.0
     # via
     #   pytest
     #   pytest-cov
-pre-commit==4.5.0
+pre-commit==4.5.1
     # via julee (pyproject.toml)
-protobuf==6.33.2
+protobuf==6.33.5
     # via temporalio
-pycparser==2.23
+pycparser==3.0
     # via cffi
 pycryptodome==3.23.0
     # via minio
@@ -190,11 +194,13 @@ pytest-cov==7.0.0
     # via julee (pyproject.toml)
 pytest-xdist==3.8.0
     # via julee (pyproject.toml)
+python-discovery==1.1.0
+    # via virtualenv
 python-magic==0.4.27
     # via julee (pyproject.toml)
-python-multipart==0.0.20
+python-multipart==0.0.22
     # via julee (pyproject.toml)
-pytokens==0.3.0
+pytokens==0.4.1
     # via black
 pyyaml==6.0.3
     # via
@@ -208,7 +214,7 @@ referencing==0.37.0
     #   types-jsonschema
 requests==2.32.5
     # via sphinx
-rich==14.2.0
+rich==14.3.3
     # via bandit
 roman-numerals==4.1.0
     # via sphinx
@@ -216,7 +222,7 @@ rpds-py==0.30.0
     # via
     #   jsonschema
     #   referencing
-ruff==0.14.8
+ruff==0.15.4
     # via julee (pyproject.toml)
 six==1.17.0
     # via julee (pyproject.toml)
@@ -226,7 +232,7 @@ snowballstemmer==3.0.1
     # via sphinx
 sortedcontainers==2.4.0
     # via hypothesis
-sphinx==9.0.4
+sphinx==9.1.0
     # via julee (pyproject.toml)
 sphinxcontrib-applehelp==2.0.0
     # via sphinx
@@ -240,17 +246,17 @@ sphinxcontrib-qthelp==2.0.0
     # via sphinx
 sphinxcontrib-serializinghtml==2.0.0
     # via sphinx
-starlette==0.50.0
+starlette==0.52.1
     # via fastapi
-stevedore==5.6.0
+stevedore==5.7.0
     # via bandit
-temporalio[pydantic]==1.20.0
+temporalio[pydantic]==1.23.0
     # via julee (pyproject.toml)
-types-jsonschema==4.25.1.20251009
+types-jsonschema==4.26.0.20260202
     # via julee (pyproject.toml)
-types-protobuf==6.32.1.20251210
+types-protobuf==6.32.1.20260221
     # via temporalio
-types-python-dateutil==2.9.0.20251115
+types-python-dateutil==2.9.0.20260302
     # via julee (pyproject.toml)
 types-pyyaml==6.0.12.20250915
     # via julee (pyproject.toml)
@@ -271,18 +277,18 @@ typing-extensions==4.15.0
     #   temporalio
     #   typing-inspection
 typing-inspection==0.4.2
-    # via pydantic
-tzdata==2025.2
-    # via faker
-urllib3==2.6.1
+    # via
+    #   fastapi
+    #   pydantic
+urllib3==2.6.3
     # via
     #   minio
     #   requests
-uvicorn==0.38.0
+uvicorn==0.41.0
     # via julee (pyproject.toml)
-virtualenv==20.35.4
+virtualenv==21.1.0
     # via pre-commit
-wheel==0.45.1
+wheel==0.46.3
     # via pip-tools
 
 # The following packages are considered to be unsafe in a requirements file:
diff --git a/requirements.txt b/requirements.txt
index 59c452bc..c50dfe83 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 #
-# This file is autogenerated by pip-compile with Python 3.11
+# This file is autogenerated by pip-compile with Python 3.12
 # by the following command:
 #
 #    pip-compile --output-file=requirements.txt pyproject.toml
@@ -8,9 +8,9 @@ annotated-doc==0.0.4
     # via fastapi
 annotated-types==0.7.0
     # via pydantic
-anthropic==0.75.0
+anthropic==0.84.0
     # via julee (pyproject.toml)
-anyio==4.12.0
+anyio==4.12.1
     # via
     #   anthropic
     #   httpx
@@ -23,7 +23,7 @@ attrs==25.4.0
     # via
     #   jsonschema
     #   referencing
-certifi==2025.11.12
+certifi==2026.2.25
     # via
     #   httpcore
     #   httpx
@@ -38,11 +38,11 @@ distro==1.9.0
     # via anthropic
 docstring-parser==0.17.0
     # via anthropic
-fastapi==0.124.2
+fastapi==0.135.1
     # via
     #   fastapi-pagination
     #   julee (pyproject.toml)
-fastapi-pagination==0.15.2
+fastapi-pagination==0.15.10
     # via julee (pyproject.toml)
 h11==0.16.0
     # via
@@ -58,11 +58,11 @@ idna==3.11
     #   httpx
 jinja2==3.1.6
     # via julee (pyproject.toml)
-jiter==0.12.0
+jiter==0.13.0
     # via anthropic
 jsonpointer==3.0.0
     # via julee (pyproject.toml)
-jsonschema==4.25.1
+jsonschema==4.26.0
     # via julee (pyproject.toml)
 jsonschema-specifications==2025.9.1
     # via jsonschema
@@ -72,11 +72,11 @@ minio==7.2.20
     # via julee (pyproject.toml)
 multihash==0.1.1
     # via julee (pyproject.toml)
-nexus-rpc==1.2.0
+nexus-rpc==1.3.0
     # via temporalio
-protobuf==6.33.2
+protobuf==6.33.5
     # via temporalio
-pycparser==2.23
+pycparser==3.0
     # via cffi
 pycryptodome==3.23.0
     # via minio
@@ -91,7 +91,7 @@ pydantic-core==2.41.5
     # via pydantic
 python-magic==0.4.27
     # via julee (pyproject.toml)
-python-multipart==0.0.20
+python-multipart==0.0.22
     # via julee (pyproject.toml)
 pyyaml==6.0.3
     # via julee (pyproject.toml)
@@ -107,11 +107,11 @@ six==1.17.0
     # via julee (pyproject.toml)
 sniffio==1.3.1
     # via anthropic
-starlette==0.50.0
+starlette==0.52.1
     # via fastapi
-temporalio[pydantic]==1.20.0
+temporalio[pydantic]==1.23.0
     # via julee (pyproject.toml)
-types-protobuf==6.32.1.20251210
+types-protobuf==6.32.1.20260221
     # via temporalio
 typing-extensions==4.15.0
     # via
@@ -128,8 +128,10 @@ typing-extensions==4.15.0
     #   temporalio
     #   typing-inspection
 typing-inspection==0.4.2
-    # via pydantic
-urllib3==2.6.1
+    # via
+    #   fastapi
+    #   pydantic
+urllib3==2.6.3
     # via minio
-uvicorn==0.38.0
+uvicorn==0.41.0
     # via julee (pyproject.toml)
diff --git a/src/julee/docs/sphinx_hcd/tests/parsers/test_ast.py b/src/julee/docs/sphinx_hcd/tests/parsers/test_ast.py
index 0174a98d..2701707a 100644
--- a/src/julee/docs/sphinx_hcd/tests/parsers/test_ast.py
+++ b/src/julee/docs/sphinx_hcd/tests/parsers/test_ast.py
@@ -16,13 +16,11 @@ class TestParsePythonClasses:
     def test_parse_single_class(self, tmp_path: Path) -> None:
         """Test parsing a file with a single class."""
         py_file = tmp_path / "document.py"
-        py_file.write_text(
-            '''
+        py_file.write_text('''
 class Document:
     """A document entity."""
     pass
-'''
-        )
+''')
 
         classes = parse_python_classes(tmp_path)
         assert len(classes) == 1
@@ -33,8 +31,7 @@ class Document:
     def test_parse_multiple_classes(self, tmp_path: Path) -> None:
         """Test parsing a file with multiple classes."""
         py_file = tmp_path / "models.py"
-        py_file.write_text(
-            '''
+        py_file.write_text('''
 class Document:
     """A document entity."""
     pass
@@ -42,8 +39,7 @@ class Document:
 class Term:
     """A term in a vocabulary."""
     pass
-'''
-        )
+''')
 
         classes = parse_python_classes(tmp_path)
         assert len(classes) == 2
@@ -53,12 +49,10 @@ class Term:
     def test_parse_class_no_docstring(self, tmp_path: Path) -> None:
         """Test parsing a class without a docstring."""
         py_file = tmp_path / "simple.py"
-        py_file.write_text(
-            """
+        py_file.write_text("""
 class SimpleClass:
     pass
-"""
-        )
+""")
 
         classes = parse_python_classes(tmp_path)
         assert len(classes) == 1
@@ -70,8 +64,7 @@ def test_parse_multiline_docstring_extracts_first_line(
     ) -> None:
         """Test that only the first line of docstring is extracted."""
         py_file = tmp_path / "complex.py"
-        py_file.write_text(
-            '''
+        py_file.write_text('''
 class ComplexClass:
     """First line of docstring.
 
@@ -79,8 +72,7 @@ class ComplexClass:
     With multiple lines.
     """
     pass
-'''
-        )
+''')
 
         classes = parse_python_classes(tmp_path)
         assert len(classes) == 1
@@ -104,13 +96,11 @@ def test_nonexistent_directory(self) -> None:
     def test_sorted_by_name(self, tmp_path: Path) -> None:
         """Test classes are sorted by name."""
         py_file = tmp_path / "classes.py"
-        py_file.write_text(
-            """
+        py_file.write_text("""
 class Zebra: pass
 class Apple: pass
 class Mango: pass
-"""
-        )
+""")
 
         classes = parse_python_classes(tmp_path)
         names = [c.name for c in classes]
@@ -133,16 +123,14 @@ class TestParseModuleDocstring:
     def test_parse_module_with_docstring(self, tmp_path: Path) -> None:
         """Test parsing a module with a docstring."""
         py_file = tmp_path / "module.py"
-        py_file.write_text(
-            '''"""Module docstring.
+        py_file.write_text('''"""Module docstring.
 
 More details about the module.
 """
 
 class SomeClass:
     pass
-'''
-        )
+''')
 
         first_line, full = parse_module_docstring(py_file)
         assert first_line == "Module docstring."
@@ -151,12 +139,10 @@ class SomeClass:
     def test_parse_module_no_docstring(self, tmp_path: Path) -> None:
         """Test parsing a module without a docstring."""
         py_file = tmp_path / "no_doc.py"
-        py_file.write_text(
-            """
+        py_file.write_text("""
 class SomeClass:
     pass
-"""
-        )
+""")
 
         first_line, full = parse_module_docstring(py_file)
         assert first_line is None
@@ -186,31 +172,25 @@ def test_parse_full_context(self, tmp_path: Path) -> None:
         (context_dir / "__init__.py").write_text('"""Vocabulary management."""')
 
         # Entity
-        (context_dir / "domain" / "models" / "vocabulary.py").write_text(
-            '''
+        (context_dir / "domain" / "models" / "vocabulary.py").write_text('''
 class Vocabulary:
     """A vocabulary catalog."""
     pass
-'''
-        )
+''')
 
         # Use case
-        (context_dir / "use_cases" / "create.py").write_text(
-            '''
+        (context_dir / "use_cases" / "create.py").write_text('''
 class CreateVocabulary:
     """Create a new vocabulary."""
     pass
-'''
-        )
+''')
 
         # Repository protocol
-        (context_dir / "domain" / "repositories" / "vocabulary.py").write_text(
-            '''
+        (context_dir / "domain" / "repositories" / "vocabulary.py").write_text('''
 class VocabularyRepository:
     """Repository for vocabularies."""
     pass
-'''
-        )
+''')
 
         info = parse_bounded_context(context_dir)
         assert info is not None
diff --git a/src/julee/docs/sphinx_hcd/tests/parsers/test_gherkin.py b/src/julee/docs/sphinx_hcd/tests/parsers/test_gherkin.py
index db5b5da8..1ab5dd2e 100644
--- a/src/julee/docs/sphinx_hcd/tests/parsers/test_gherkin.py
+++ b/src/julee/docs/sphinx_hcd/tests/parsers/test_gherkin.py
@@ -142,8 +142,7 @@ def test_parse_feature_file_success(self, temp_project: Path) -> None:
         """Test parsing a feature file."""
         feature_dir = temp_project / "tests" / "e2e" / "my-app" / "features"
         feature_file = feature_dir / "submit.feature"
-        feature_file.write_text(
-            """Feature: Submit Form
+        feature_file.write_text("""Feature: Submit Form
 
   As a User
   I want to submit a form
@@ -153,8 +152,7 @@ def test_parse_feature_file_success(self, temp_project: Path) -> None:
     Given I fill the form
     When I submit
     Then it succeeds
-"""
-        )
+""")
 
         story = parse_feature_file(feature_file, temp_project)
 
diff --git a/src/julee/docs/sphinx_hcd/tests/parsers/test_yaml.py b/src/julee/docs/sphinx_hcd/tests/parsers/test_yaml.py
index e366cdba..a7c36cf0 100644
--- a/src/julee/docs/sphinx_hcd/tests/parsers/test_yaml.py
+++ b/src/julee/docs/sphinx_hcd/tests/parsers/test_yaml.py
@@ -73,16 +73,14 @@ def test_parse_complete_manifest(self, temp_project: Path) -> None:
         app_dir = temp_project / "apps" / "staff-portal"
         app_dir.mkdir(parents=True)
         manifest = app_dir / "app.yaml"
-        manifest.write_text(
-            """
+        manifest.write_text("""
 name: Staff Portal
 type: staff
 status: live
 description: Portal for staff members
 accelerators:
   - user-auth
-"""
-        )
+""")
 
         app = parse_app_manifest(manifest)
 
@@ -156,32 +154,26 @@ def temp_project(self, tmp_path: Path) -> Path:
         # Create app1
         app1_dir = apps_dir / "staff-portal"
         app1_dir.mkdir()
-        (app1_dir / "app.yaml").write_text(
-            """
+        (app1_dir / "app.yaml").write_text("""
 name: Staff Portal
 type: staff
-"""
-        )
+""")
 
         # Create app2
         app2_dir = apps_dir / "customer-portal"
         app2_dir.mkdir()
-        (app2_dir / "app.yaml").write_text(
-            """
+        (app2_dir / "app.yaml").write_text("""
 name: Customer Portal
 type: external
-"""
-        )
+""")
 
         # Create app3 (member tool)
         app3_dir = apps_dir / "member-tool"
         app3_dir.mkdir()
-        (app3_dir / "app.yaml").write_text(
-            """
+        (app3_dir / "app.yaml").write_text("""
 name: Member Tool
 type: member-tool
-"""
-        )
+""")
 
         return tmp_path
 
@@ -269,8 +261,7 @@ def test_parse_complete_manifest(self, temp_project: Path) -> None:
         int_dir = temp_project / "integrations" / "pilot_data_collection"
         int_dir.mkdir(parents=True)
         manifest = int_dir / "integration.yaml"
-        manifest.write_text(
-            """
+        manifest.write_text("""
 slug: pilot-data
 name: Pilot Data Collection
 description: Collects pilot data from external systems
@@ -279,8 +270,7 @@ def test_parse_complete_manifest(self, temp_project: Path) -> None:
   - name: Pilot API
     url: https://pilot.example.com
   - name: Data Lake
-"""
-        )
+""")
 
         integration = parse_integration_manifest(manifest)
 
@@ -382,32 +372,26 @@ def temp_project(self, tmp_path: Path) -> Path:
         # Create inbound integration
         int1_dir = integrations_dir / "pilot_data"
         int1_dir.mkdir()
-        (int1_dir / "integration.yaml").write_text(
-            """
+        (int1_dir / "integration.yaml").write_text("""
 name: Pilot Data
 direction: inbound
-"""
-        )
+""")
 
         # Create outbound integration
         int2_dir = integrations_dir / "analytics_export"
         int2_dir.mkdir()
-        (int2_dir / "integration.yaml").write_text(
-            """
+        (int2_dir / "integration.yaml").write_text("""
 name: Analytics Export
 direction: outbound
-"""
-        )
+""")
 
         # Create bidirectional integration
         int3_dir = integrations_dir / "data_sync"
         int3_dir.mkdir()
-        (int3_dir / "integration.yaml").write_text(
-            """
+        (int3_dir / "integration.yaml").write_text("""
 name: Data Sync
 direction: bidirectional
-"""
-        )
+""")
 
         return tmp_path