Prompts2026年4月6日·1 分钟阅读

AI Code Review Checklist — Ship Better with AI Help

Structured checklist for reviewing AI-generated code before merging. Covers correctness, security, performance, maintainability, and AI-specific pitfalls like hallucinated imports and phantom APIs.

介绍

AI coding agents write code fast, but they also introduce unique failure modes — fabricated package names, fabricated APIs, outdated patterns, and over-engineering. This checklist is a structured review process designed specifically for AI-generated code, covering both standard quality checks and AI-specific pitfalls. Ideal for developers and tech leads reviewing AI-generated PRs.


Quick Use

Before merging AI-generated code, run these checks:

- [ ] Code compiles and runs
- [ ] No fabricated imports (nonexistent packages)
- [ ] No fabricated API endpoints
- [ ] No hard-coded secrets
- [ ] No over-engineering

Intro

AI coding agents write code fast, but they also introduce unique failure modes — fabricated package names, fabricated APIs, outdated patterns, and over-engineering. This checklist is a structured review process designed specifically for AI-generated code, covering both standard quality checks and AI-specific pitfalls. Ideal for developers and tech leads reviewing AI-generated PRs.


Source & Thanks

Based on production experience reviewing thousands of AI-generated PRs.

🙏

来源与感谢

Based on production experience reviewing thousands of AI-generated PRs.

讨论

登录后参与讨论。
还没有评论,来写第一条吧。