Let AI explain, review and draft small changes while you retain control of architecture, testing and repository history.

Core ideas

  • Provide the smallest relevant file and the exact error instead of uploading an entire private repository.
  • Require a patch or diff, then inspect imports, permissions, network calls and error handling.
  • Run tests locally and compare behaviour before and after the AI-generated change.

Decision rule

Do not merge code you cannot explain, test and reverse.

Apply it on your phone

Use AI to propose a validation function, then write your own tests that attempt to break it.

Official sources

22 · Phone Technology and Maintenance

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