// the find
Snailclimb/AIGuide
AI 应用开发、AI 编程实战与面试指南，涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程实践。
A Chinese-language reading guide on AI application development — LLM basics, RAG, agents, MCP, and AI-assisted coding with Claude Code/Codex — written by the author of JavaGuide, a well-known Java interview prep project. It's aimed at backend/frontend/test engineers in China who want to move into AI engineering without first becoming ML researchers.
The author has a track record (JavaGuide) of producing organized, high-volume technical writing rather than a one-off repo, so there's reason to expect consistency. The topic selection is current and practically scoped — MCP, Agent Skills, context engineering, harness engineering — not just another RAG-101 rehash. It ships two actually installable Agent Skills (drawio-chart, java-coding-standards) with SKILL.md and reference docs, so it's not purely passive reading material.
This isn't a library or even a self-contained doc set — it's a README of links pointing to javaguide.cn, so the real content, its update frequency, and its quality live entirely outside the repo and outside version control. Everything is Chinese-only, which rules it out for non-Chinese-reading developers despite the English-friendly topic tags. There's no code in the repo itself to evaluate technically — you're trusting prose on an external site, not inspecting working examples. Stars/forks here measure interest in the link list, not engagement with the actual material.