# VerySmallWoods

> 实用 AI 工程笔记：MCP、Claude Code、AI Agent 工作流、Cloudflare 与独立开发者工具实践。中文为主，面向构建者。

## Site

- [Homepage](https://www.verysmallwoods.com/): brand & topical pillars overview
- [Blog index](https://www.verysmallwoods.com/blog): all posts, latest first
- [Products & courses](https://www.verysmallwoods.com/products): LangChain course, MCP course/book, Sessionly, AirType, CaiCai
- [Consulting](https://www.verysmallwoods.com/consult): AI engineering & solo SaaS consulting
- [About](https://www.verysmallwoods.com/about)

## Core articles by topic

### MCP (Model Context Protocol)

- [MCP 是什么？5 分钟搞懂 Model Context Protocol](https://www.verysmallwoods.com/blog/20260405-what-is-mcp): canonical "what is MCP" explainer
- [MCP Apps：让 AI 对话里长出交互界面](https://www.verysmallwoods.com/blog/20260306-mcp-apps-introduction): the MCP Apps specification and what it unlocks
- [Cloudflare 的 Code Mode：用两个工具替代 2500 个端点](https://www.verysmallwoods.com/blog/20260221-cloudflare-code-mode-mcp): code-mode pattern for MCP servers at scale

### Claude Code

- [Claude Code Hooks 实战：实时感知会话状态的绝佳机制](https://www.verysmallwoods.com/blog/20260206-claude-code-hooks): hooks deep dive with source-level analysis
- [Claude Code 的记忆机制：从 CLAUDE.md 到 Auto Memory](https://www.verysmallwoods.com/blog/20260227-claude-code-memory): how Claude Code persists context
- [Cloudflare 工程主管的 Claude Code 工作流](https://www.verysmallwoods.com/blog/20260224-how-to-use-claude-code-boris-tane): research-plan-then-code workflow pattern

### AI Agent engineering

- [AI Agent 框架对比：LangChain vs CrewAI vs AutoGen vs OpenClaw](https://www.verysmallwoods.com/blog/20260405-ai-agent-frameworks-compared): honest tradeoff comparison
- [Agent 框架的上下文管理：四种实现，殊途同归](https://www.verysmallwoods.com/blog/20260427-context-management-in-agent-harnesses): context engineering across harnesses
- [从 Prompt Engineering 到 Harness Engineering](https://www.verysmallwoods.com/blog/20260329-engineering-evolution-ai-era): paradigm shift in AI engineering

### Independent / solo SaaS

- [一个人做 SaaS：2026 年独立开发者工具栈](https://www.verysmallwoods.com/blog/20260405-solo-saas-tech-stack-2026): current solo-builder tech stack