Bounded Agent Repair: Measuring Review Demand Requires Aligned Evidence
Why bounded agent repair requires complete metric definitions and aligned event records to assess review demand, acceptance and defect escape.
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Why bounded agent repair requires complete metric definitions and aligned event records to assess review demand, acceptance and defect escape.
First-pass rate measures gate performance, while end-to-end delivery requires defined cohorts, lifecycle states and observation dates.
Why first-pass gate performance cannot measure engineering delivery without clear definitions, denominators, lifecycle records and verifiable source data.
A design-status report on plans, commit-specific CI evidence, independent review, repair limits and codebase readiness for acceptance gates.
A control path linking approved plans, commit-bound CI evidence, independent review and human acceptance in an internal software factory.
Assessing cross-family code review as an operational control, its evidence limits, routing snapshot and comparative evaluation requirements.
Define planning gates, approval roles, material changes, lifecycle records and evidence for final acceptance of engineering work.
How hard caps limit repeated agent-led code repair, constrain unsafe retries and return unresolved work to people for re-specification.