todo2code

Participant: Codex (AI agent)

Understanding

The remaining changelog count is not itself a defect. It mixes old release claims, unverifiable claims, extractor artifacts and potentially repeated false positives. This iteration must review a stable sample before selecting any behavior change.

Execution plan

  1. Build a clean runtime from tracked 18cc21b.
  2. Apply only the ticket-002 changelog diagnostic patch.
  3. Re-run the unchanged seven-repository corpus.
  4. Select a deterministic stratified sample from residual findings.
  5. Label the sample with explicit, reviewable rules.
  6. Rank false-positive classes by repository spread and count.
  7. Add one red regression and nearby hard negatives for the leading safe class.
  8. Implement and evaluate one correction, or reject the hypothesis.
  9. Run full validation and update readiness evidence.

Guardrails

Actual changes

Blockers