AI coding assistants speed up typing, not decisions. A four-layer context audit shows where your team's time goes and how shared organizational memory closes the gap.
A seven-factor rubric for scoring author type, blast radius, test coverage, dependency risk, and policy conflict so each pull request routes to lightweight, standard, or deeper human review.
How Connectory Genie gives AI agents typed organizational meaning, scoped context, and domain checks before their proposals become software changes.
Review queues now hold more generated code than humans can inspect with consistent depth. Here is a guardrail model that proves what was checked and why a PR merged.
