// Hacker Noon · 25 March 2026

Why AI Code Review Tools Can't Prevent Production Failures (And What Can)

AI code review ensures code quality, not real-world reliability. It can’t simulate production behavior, which is why bugs still ship. QA testing operates at the system level, catching integration issues, edge cases, and runtime failures. The future isn’t better code review—it’s AI-powered QA simulat...

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