The bottleneck isn’t writing code anymore. It’s knowing what to trust.
Track what agents generate, what engineers accept, and how often senior engineers have to step in.
Aug 6, 20268 min read54

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Articles tagged with #code-review
Track what agents generate, what engineers accept, and how often senior engineers have to step in.

Turn repeated corrections into rules, hooks, skills, and an independent review loop that improves the next session.

Passing tests and clean code do not prove the agent finished the job or followed the process correctly.

Mindrealm caught the second one too. 19 of the 21 findings in a feature the agents wrote were real.

Claude Code marked the goal achieved and tried to stop. Mindrealm's stop hook wouldn't let it because 17 code review findings were still open.
