What a reviewer needs from an agent
Approval of AI-generated work depends on a scoped change, visible evidence, repeatable verification, and honest limits. GitHub pull requests, NIST AI RMF 1.0 and OWASP guidance all point to the same pattern: make the work inspectable without asking the system to explain itself later.
5 min read