AI Coding Rollouts Fail on Governance, Not Models

Failures in AI coding rollouts are increasingly due to weak governance and rollout design, rather than deficiencies in the AI models themselves. Engineering leaders must prioritize designing control systems and managing autonomy before scaling AI coding tools.