A bug fix is not done until the evidence exists

An agent-assisted bug loop that ends with a reproducible check, regression test, and screenshot or recording.

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The five checkpoints

  1. Reproduce — write the smallest reliable repro before touching code
  2. Explain — state the likely cause in one sentence and link the evidence
  3. Patch — make the smallest change that addresses the cause
  4. Verify — run the regression test plus the nearest adjacent flow
  5. Show — attach a screenshot or short recording to the ticket

Agent boundaries

  • No auto-merge
  • No closing a ticket on a green unit test alone
  • Auth, billing, and destructive actions require human review

Done means

The next engineer can understand what broke, why the patch is safe, and what proof was collected.

Research note

Adapted from @kaxil's public description of agent-assisted development with full tests and visual evidence: https://x.com/kaxil/status/2037503513350005134

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