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-engineeringIntro
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agents write code fast, but they also introduce unique failure modes — fabricated package names, fabricated APIs, outdated patterns, and over-engineering.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.