AI code has different failure modes than human code. Why it needs more time per line, the 4 places AI code breaks (security, edge cases, requirements, test collusion), a 6-layer checklist from intent to style, the pitfalls reviewers fall into, and a structured 10-15 minute per-PR workflow.
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June 20, 2026
1 min read
AI Code Review Guide
AI code looks right but is subtly wrong. The 4 failure modes, a 6-layer review checklist, reviewer pitfalls, and a 10-15 min per-PR workflow.