The rapid adoption of AI code generation is causing a massive governance and review bottleneck, as developers struggle to validate code they do not fully understand. GitLab emphasizes that without integrated, identity-based policy enforcement across the software lifecycle, the productivity gains of AI are being negated by human review lag.