How a Structured Review Framework Replaced 'Looks Good to Me' With Real Verdicts

A software engineer reflects on years of approving pull requests based on intuition rather than systematic requirement verification. Using a structured review phase that assigns verdicts — covered, partial, or missing — to each requirement, they discovered that working code does not always mean a requirement is fully satisfied. In one case, a notification scheduler routed calls through a queue in a way the original requirement never anticipated, prompting a 'pass-with-risk' recommendation rather than a simple approve or reject. The engineer argues that 'pass-with-risk' is not a failure verdict but a transparent handoff that names known uncertainties for downstream testing. The experience led them to conclude that traditional code review often mistakes a general impression of correctness for an actual evidence-based verdict.