The Hidden Cost of AI-Generated Code: Why Production Teams Can't Skip Manual Review

While AI coding tools have dramatically increased development velocity, they've simultaneously created systematic quality blind spots—missing edge cases, security vulnerabilities, and architectural missteps that slip through without formal review processes. This checklist is essential because it transforms vague concerns into actionable defenses, helping teams catch the specific failure patterns that LLMs consistently produce before they reach production.