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Your team ships faster with AI. So why are you still fighting fires on Friday night?

I help engineering managers and QA leaders get faster delivery without losing quality, and get out of survival mode while they do it. I've spent over 30 years in software quality, 20 leading teams, and now I advise a Canadian QA firm on AI adoption. I see the same pattern everywhere: AI speeds up the first draft, and the cost turns up later, in review, in QA, and in your calendar.