接受 AI 編寫的程式碼前，我會使用的 5 步檢查清單

AI assistants can write code in seconds, but speed only helps if you can trust what lands in your project. Here is the short checklist I run through every time.

1. Read it like a pull request from a new teammate. Don't paste and move on. Read every line and ask whether you could explain it to someone else.
2. Ask for the smallest change. A small diff is easy to review. A big rewrite hides problems, so I prefer one function or one fix at a time.
3. Run it and try the awkward cases. Empty input, wrong types, very large input. Working on the happy path is only the start.
4. Check that the functions and options it mentions really exist. Open the official docs and confirm. It takes a minute and saves an afternoon of confusion.
5. Commit often. Small commits mean you can roll back a bad suggestion without losing good work.

None of this slows me down much, and it keeps the code in my projects something I understand. What does your own review routine look like? I'd love to hear it.

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