#HeadcountToThroughput

I let 15 brilliant QA engineers go. My stomach churned. We built out a custom GPT inference pipeline that writes tests, validates edge cases, and auto-generates regressions in seconds. The cost: 90% less per sprint. The result: 1,400% more assertions checked, zero human fatigue, thirty sleeps I didn’t have. Everyone says quality is about people. But speed is truth, and my truth is this — curation beats creation, and latency is the only loyalty you need. #AInotReplacing #SmartCuts #ZeroFatigueQA #HeadcountToThroughput