Shipping Code Teams Can't Understand: Why AI Speed Creates Hidden Development Risk

AI-driven development is creating a new class of invisible risk: comprehension debt, where teams ship code faster than they can understand it. Unlike traditional technical debt, this problem is unintentional, systemic, and invisible to standard metrics—threatening reliability when engineers can't explain production failures. Current solutions like code reviews and automated tests mask the problem rather than solving the fundamental gap between code volume and team knowledge.