Your devs got 3× faster.
Your QA didn't
Engineers ship more code per sprint than ever, and the testing surface grew right along with it. More features, more edge cases, more ways to break production. If QA runs at pre-AI speed, the bottleneck just moved — and now it has your release notes stuck behind it.














