The dev team is shipping fast. Their sprint velocity has genuinely jumped.

But the QA queue is three days long. The pipeline takes 45 minutes to run. Every fast PR is sitting in a holding pattern, waiting for a human tester who has a backlog of 23 tickets. The testers are working harder than ever, and they're still the constraint.

The bottleneck...