When AI Runs the Tests, What Is the Quality Engineer For?If AI is going to execute most of what quality engineering used to execute, what does the QE space actually look like on the other side of that shift?9 min read·nohappypath.comMay 11
The Test Pyramid Doesn't Survive Contact with an LLMThe test pyramid was built for deterministic software. LLM systems break it. Here is the five-layer AI Quality Stack that replaces it.8 min read·nohappypath.comMay 8
The Layer You Think You ClimbedIf you think AI moved you up to higher-value work, there is a good chance you just got faster at the work that's disappearing8 min read·nohappypath.comApr 11
Shift Left and Continuous Testing: Stop Treating Quality as a PhaseMost teams confuse shift left with earlier QA and continuous testing with faster automation. Here is what both actually mean in practice12 min read·nohappypath.comApr 2
The Traditional Quality Model Is Costing You More Than You ThinkWhy the traditional quality model is a debt machine and how to stop paying interest5 min read·nohappypath.comMar 26
