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feat(website): new article about qwen3.5-27b success.#1288

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Apr 8, 2026
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feat(website): new article about qwen3.5-27b success.#1288
samchon merged 4 commits into
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feat/article

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@samchon samchon commented Apr 8, 2026

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This pull request introduces a new blog post about Qwen 3.5-27B's backend generation capabilities, improves blog metadata and image handling, and updates documentation diagrams for clarity. The most significant changes are the addition of new content, improvements to existing blog metadata, and updates to diagram labels in documentation.

New Content:

  • Added a new blog post autobe-qwen3.5-27b-success.mdx detailing Qwen 3.5-27B's ability to generate complete backends at a much lower cost, including benchmarks, examples, and technical explanations.
  • Added a redirect HTML page autobe-qwen3.5-27b-success.html to direct users to the full article hosted externally, with Open Graph metadata for sharing.

Blog Metadata and Image Improvements:

  • Updated the Open Graph image URL in autobe-vs-claude-code.html for correct image pathing.
  • Added an ogImage field to the frontmatter of autobe-vs-claude-code.mdx for better social sharing previews.

Documentation and Diagram Updates:

  • Updated diagram labels in README.md and index.mdx to rename "Prisma Compiler" to "Database Compiler" and "TypeScript Compiler" to "Hybrid Compiler" for improved clarity and accuracy. [1] [2]

@samchon samchon self-assigned this Apr 8, 2026
@samchon samchon added the documentation Improvements or additions to documentation label Apr 8, 2026
@samchon
samchon marked this pull request as ready for review April 8, 2026 18:54
Copilot AI review requested due to automatic review settings April 8, 2026 18:54
@samchon
samchon merged commit ce3c51f into main Apr 8, 2026
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samchon deleted the feat/article branch April 8, 2026 18:54

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Pull request overview

This PR updates the website/blog content to add a new Qwen 3.5-27B success article and improve Open Graph/social preview metadata, while also renaming compiler labels in documentation diagrams for clarity.

Changes:

  • Added a new blog post (autobe-qwen3.5-27b-success.mdx) plus a redirect page (autobe-qwen3.5-27b-success.html) with OG metadata.
  • Improved OG image metadata for the “AutoBE vs. Claude Code” post (MDX frontmatter + redirect HTML image path).
  • Renamed compiler labels in Mermaid diagrams (“Prisma Compiler” → “Database Compiler”, “TypeScript Compiler” → “Hybrid Compiler”).

Reviewed changes

Copilot reviewed 6 out of 20 changed files in this pull request and generated 6 comments.

Show a summary per file
File Description
website/src/content/docs/index.mdx Updates Mermaid diagram compiler labels in docs landing page.
website/src/content/blog/autobe-vs-claude-code.mdx Adds ogImage frontmatter (but currently points to a mismatching URL).
website/src/content/blog/autobe-qwen3.5-27b-success.mdx Adds a new blog post (frontmatter OG key/URL currently mismatched).
website/public/images/demonstrate/replay-z-ai-glm-5.png Adds/updates a replay screenshot asset.
website/public/images/demonstrate/replay-openai-gpt-5.4-mini.png Adds/updates a replay screenshot asset.
website/public/articles/autobe-vs-claude-code.html Fixes OG image URL path for the redirect page.
website/public/articles/autobe-qwen3.5-27b-success.html Adds new redirect page with OG image (currently mismatched to committed filename).
README.md Updates Mermaid diagram compiler labels in README.

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title: "AutoBE vs. Claude Code: 3rd-gen coding agent developer's review of the leaked source code"
description: "We learned a great deal from the leaked Claude Code source code. What separates a 2nd-generation agent (Claude Code) from a 3rd-generation one (AutoBE), and where do they converge—this is a story of coexistence, not replacement."
date: "2026-04-07"
ogImage: "https://autobe.dev/blog/autobe-vs-claude-code-og.png"

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ogImage points to https://autobe.dev/blog/autobe-vs-claude-code-og.png, but the OG image in this repo (and the redirect HTML) uses /images/blog/autobe-vs-claude-code-og.png. This likely breaks blog card / social previews; update the frontmatter URL to the canonical /images/blog/... path (or make sure the /blog/... asset actually exists).

Suggested change
ogImage: "https://autobe.dev/blog/autobe-vs-claude-code-og.png"
ogImage: "/images/blog/autobe-vs-claude-code-og.png"

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- typescript
- qwen
- opensource
og: https://autobe.dev/images/blog/qwen3.5-27b-success-og.png

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Blog pages and cards read ogImage from frontmatter, but this post uses og: instead, so the OG image will fall back to the default. Also, the referenced URL .../images/blog/qwen3.5-27b-success-og.png doesn’t match the committed asset name (autobe_qwen3.5-27b-success-og.png). Rename the asset or update the URL, and switch the key to ogImage.

Suggested change
og: https://autobe.dev/images/blog/qwen3.5-27b-success-og.png
ogImage: https://autobe.dev/images/blog/autobe_qwen3.5-27b-success-og.png

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<meta property="og:type" content="website">
<meta
property="og:image"
content="https://autobe.dev/images/blog/qwen3.5-27b-success-og.png"

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This redirect page’s og:image points to https://autobe.dev/images/blog/qwen3.5-27b-success-og.png, but the committed image appears to be named autobe_qwen3.5-27b-success-og.png. Align the URL with the actual asset filename (or rename the asset) so link previews resolve correctly.

Suggested change
content="https://autobe.dev/images/blog/qwen3.5-27b-success-og.png"
content="https://autobe.dev/images/blog/autobe_qwen3.5-27b-success-og.png"

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<meta
http-equiv="refresh"
content="0; url=https://dev.to/samchon/autobe-qwen-35-27b-just-built-complete-backends-from-scratch-100-compilation-25x-cheaper-lmd">
</meta>

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<meta> is a void element in HTML and shouldn’t be closed with </meta>. Some validators/linters will flag this; switch to a self-contained <meta ...> tag (and consider adding <!doctype html> / <meta charset> for standards compliance if these pages are meant to be valid HTML documents).

Suggested change
</meta>

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Comment thread README.md
end
subgraph "Compiler Feedback"
database --"validates" --> prismaCompiler("<a href="https://github.com/wrtnlabs/autobe/blob/main/packages/interface/src/database/AutoBeDatabase.ts" target="_blank">Prisma Compiler</a>")
database --"validates" --> prismaCompiler("<a href="https://github.com/wrtnlabs/autobe/blob/main/packages/interface/src/database/AutoBeDatabase.ts" target="_blank">Database Compiler</a>")

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The diagram label was updated to “Database Compiler”, but the node id is still named prismaCompiler, which is now misleading. Consider renaming the node id to something like databaseCompiler (and keep ids consistent across README/docs) to match the updated terminology.

Suggested change
database --"validates" --> prismaCompiler("<a href="https://github.com/wrtnlabs/autobe/blob/main/packages/interface/src/database/AutoBeDatabase.ts" target="_blank">Database Compiler</a>")
database --"validates" --> databaseCompiler("<a href="https://github.com/wrtnlabs/autobe/blob/main/packages/interface/src/database/AutoBeDatabase.ts" target="_blank">Database Compiler</a>")

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end
subgraph "Compiler Feedback"
database --"validates" --> prismaCompiler("<a href="https://github.com/wrtnlabs/autobe/blob/main/packages/interface/src/database/AutoBeDatabase.ts" target="_blank">Prisma Compiler</a>")
database --"validates" --> prismaCompiler("<a href="https://github.com/wrtnlabs/autobe/blob/main/packages/interface/src/database/AutoBeDatabase.ts" target="_blank">Database Compiler</a>")

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The diagram label was updated to “Database Compiler”, but the node id is still prismaCompiler, which is now misleading. Consider renaming the node id (e.g., databaseCompiler) to align the diagram’s internal naming with the new label.

Suggested change
database --"validates" --> prismaCompiler("<a href="https://github.com/wrtnlabs/autobe/blob/main/packages/interface/src/database/AutoBeDatabase.ts" target="_blank">Database Compiler</a>")
database --"validates" --> databaseCompiler("<a href="https://github.com/wrtnlabs/autobe/blob/main/packages/interface/src/database/AutoBeDatabase.ts" target="_blank">Database Compiler</a>")

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sunrabbit123 pushed a commit that referenced this pull request Apr 9, 2026
* feat(website): new article about qwen3.5-27b

* fix ratio

* complete article

* fix graph
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