There’s a hidden tax on every AI-generated merge request

AI coding tools increased merge request volume but shifted the bottleneck to review queues.

DORA 2025 data show delivery metrics did not improve with greater AI tool use.

Where teams had clear standards and CI, AI pre-triage reduced senior reviewer workload; without standards, review burden grew.