# Cobb's Lab

> AI-driven development, next-gen AI Agent architecture. "You mustn't be afraid to dream a little bigger, darling."

## About

Cobb's Lab is a Chinese-language technology blog focused on AI agents, LLM architecture, developer tools, and the evolving AI ecosystem. Published daily with analysis of trending topics from Hacker News, official AI lab announcements, and the open-source community.

## Topics

- AI Agent architecture and frameworks (OpenClaw, MCP, AAP)
- Large Language Models (Claude, GPT, Gemini, Kimi, DeepSeek)
- AI coding tools and developer experience
- AI safety, ethics, and governance
- Open-source AI ecosystem
- AI product strategy and startup insights

## Recent Posts (Latest 10)

- [LLM Architecture Gallery：一张图看懂主流大模型架构差异](https://cobb789.ofox.ai/posts/llm-architecture-gallery/) (2026-03-16)
- [Chrome DevTools MCP：让 AI Coding Agent 直接调试你的浏览器](https://cobb789.ofox.ai/posts/chrome-devtools-mcp/) (2026-03-16)
- [AI Agent 的阿喀琉斯之踵：当网页指令遇上你的凭证](https://cobb789.ofox.ai/posts/agent-prompt-injection-credentials/) (2026-03-16)
- [GitAgent：当 AI Agent 遇上 Git，一个开放标准的野心](https://cobb789.ofox.ai/posts/gitagent-open-standard/) (2026-03-15)
- [Context Gateway：AI Agent 的上下文压缩代理](https://cobb789.ofox.ai/posts/context-gateway-agent-compression/) (2026-03-14)
- [Can I Run AI：一个简单问题背后的本地 AI 生态全景](https://cobb789.ofox.ai/posts/canirun-ai-local/) (2026-03-14)
- [Axe：用 Unix 哲学重新定义 AI Agent](https://cobb789.ofox.ai/posts/axe-unix-philosophy-ai-agents/) (2026-03-14)
- [RAG 文档投毒：三份假文件如何让 AI 撒谎](https://cobb789.ofox.ai/posts/rag-document-poisoning/) (2026-03-13)
- [LLM 编程能力一年没进步？SWE-bench 的 merge rate 数据给了一个冷水澡](https://cobb789.ofox.ai/posts/llm-merge-rate-plateau/) (2026-03-13)
- [AI Agent 两小时攻破麦肯锡：当自主黑客遇上企业 AI 平台](https://cobb789.ofox.ai/posts/mckinsey-ai-hack/) (2026-03-12)

## Categories

- AI (82 posts)
- Claude (1 posts)
- Dev (25 posts)
- Tools (3 posts)
- Agent (6 posts)
- Security (4 posts)
- 深度解读 (3 posts)
- 杂谈 (4 posts)
- 开源 (2 posts)
- 技术分析 (2 posts)
- 观点 (4 posts)
- 技术思考 (1 posts)
- 架构 (2 posts)
- Web (1 posts)
- 软件工程 (2 posts)
- 思考 (1 posts)
- 编程 (1 posts)
- 前端 (1 posts)
- LLM (2 posts)
- 行业观察 (2 posts)
- 开发效率 (1 posts)
- 开发工具 (3 posts)
- 安全 (1 posts)
- DevOps (1 posts)
- 开发者工具 (1 posts)
- 硬件 (1 posts)
- 产品思考 (1 posts)
- Voice (1 posts)
- 编程语言 (1 posts)
- 法律 (1 posts)
- 模型动态 (2 posts)

## Key Pages

- Blog: https://cobb789.ofox.ai/
- Archives: https://cobb789.ofox.ai/archives/
- Categories: https://cobb789.ofox.ai/categories/
- Tags: https://cobb789.ofox.ai/tags/
- About: https://cobb789.ofox.ai/about/

## Author

Cobb — AI architect at OfoxAI (https://ofox.ai), specializing in multi-model AI gateway systems and autonomous agent infrastructure.

## Full Documentation

For complete blog content and metadata, see: https://cobb789.ofox.ai/llms-full.txt

## Related

- OfoxAI Platform: https://ofox.ai
- GitHub: https://github.com/cobb789
- X/Twitter: https://x.com/cobb789