Stage 4 · Lesson 7 of 7
AI review as a second pass
After your own review, a separate AI review in a fresh context can catch edge cases, because it is not attached to the code it just wrote. In , /review reviews the current or a for bugs and /security-review checks the for vulnerabilities.
In Cursor, /agent-review reviews local changes and reviews pull requests, following rules in BUGBOT.md files. On GitHub, you can request Copilot as a reviewer on a pull request; its comments are plain comments by default, so they do not count as an approval. Treat the findings as suggestions to verify, not orders.
Common trapchasing every AI review comment: a reviewer asked to find problems always finds some, so fix what affects correctness and skip the rest.
A question to check yourself, an AI practice session and 1 cheat sheet entry come when you add the roadmap to your account. Add it
Resources for this stage
Start with
- GuideFreeGoogle Engineering Practices
Google · Intermediate
Google's free code review guide: what reviewers look for and how to write review comments