The Confidence Illusion: How AI Code Review Breeds Blind Spots

AI code review tools promise speed and consistency but risk creating false confidence that allows critical bugs to reach production. The key is understanding what these tools genuinely excel at—surface-level pattern matching—versus where they dangerously fail, especially in security verification. Teams must redesign their entire review workflows around these limitations rather than simply adding AI to existing processes.