Observed review of representative patches: Which evidence best addresses readiness?
Representative observed reviews test whether human reviewers possess information, time, and authority to intervene meaningfully.
The question
A company is procuring a coding assistant and plans human review of generated patches. Procurement has confirmed the reviewers are technically qualified, but not whether they have enough time, repository context, or authority to reject risky changes. Which evidence best addresses readiness?
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- Reviewer training certificatesTraining evidence addresses knowledge but does not show that reviewers have time, contextual information, or authority to intervene.
- Observed review of representative patches with intervention records ✓Observed cases reveal whether reviewers use relevant information, exercise authority, and document rejections or escalations under realistic conditions.
- A higher patch-acceptance rateAcceptance rates can reflect automation bias or workload pressure and do not demonstrate informed, empowered review.
- A written policy assigning reviewers responsibility, escalation, fallback, and appeal processesWritten procedures clarify expectations, but evidence of actual time, information, and intervention capability remains absent.
The trap
Look for evidence of real interventions under realistic conditions, not merely training records or written assignments. How to remember it
Representative observed reviews test whether human reviewers possess information, time, and authority to intervene meaningfully.
How many of these would you get right?
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