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Red Flags for AI-generated Changes

Watch for these indicators in diffs or proposed edits:

Code-level Red Flags

  • Unexpected formatting changes (cosmetic only)
  • Imports removed or added without reason
  • Large-scale renaming or moving files
  • Logic refactor that changes behavior subtly

Workflow-level Red Flags

  • AI proposes changes outside its skill scope
  • AI ignores previous instructions about restricted files
  • Changes are not accompanied by explanations

Mitigation Strategies

  • Reject or pause changes until clarified
  • Ask AI to provide rationale for every file modified
  • Keep a backup or sandbox for testing diffs