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The question that started this, and has been quietly bothering me for months, is simple. If AI is going to execute most of what quality engineering used to execute, and the engineer's job is going to
Every QE engineer has the same picture in their head when they hear the word "testing." A pyramid. A wide base of unit tests, a thinner band of integration tests, a small layer of end-to-end checks at
If you think AI moved you up to higher-value work, there is a good chance you just got faster at the work that's disappearing
Most teams confuse shift left with earlier QA and continuous testing with faster automation. Here is what both actually mean in practice
Why the traditional quality model is a debt machine and how to stop paying interest
