AI code review is most helpful when the request is narrow and the answer is checked by a human who understands the project.

Ask for findings first

Request concrete bugs, behavioral regressions, missing tests, security concerns, and maintainability problems before asking for rewritten code.

Review the review

  • Reject changes that alter behavior unexpectedly.
  • Run tests after accepting suggestions.
  • Keep project conventions ahead of generic advice.