Software development is becoming a hybrid human-machine activity, and the shift is accelerating. AI agents have moved beyond simple code completion to become full collaborators in the development process, writing substantial volumes of production code across business-critical systems. But this transformation has introduced a fundamental tension: the speed of code generation has far outpaced the ability of organizations to verify what is being produced.