AI-authored pull requests
Require generated changes to disclose test coverage, artifact limits, and unsupported claims before review starts.
Use cases
Practical pressure points where honesty needs structure.
Release readiness checks
Prevent local smoke results, fixtures, or mocks from being described as deployed product evidence.
Long-running agent work
Preserve caveats across handoffs so a later agent cannot inherit hidden uncertainty as a clean baseline.
Governed modernization
Keep migration status grounded in executed evidence rather than aspirational task summaries.