Tag: AI
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The Measurement Problem: When Your Metrics Reward the Wrong Behavior
Last year, I sat in a quarterly business review where an engineering director presented what he called “the best quarter in the team’s history.” Velocity was up 42%. Pull requests per developer had nearly doubled. Sprint burndowns were textbook smooth. The slides were polished, the trend lines all pointed up, and the room was nodding…
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The Four Things AI Cannot Replace in the People You Hire
A few months ago, I was interviewing a candidate for a senior engineering role. Strong resume. Solid certifications. Good technical depth. Halfway through the conversation, I asked a question I always ask: “Tell me about a time you had to throw away your own work because the team found a better approach.” The silence lasted…
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Behind AI Scenes: From Design to Operation in the Enterprise
Last week I had the privilege of speaking at the Cari AI Summit 2025, where I shared one of the topics I’m most passionate about: how AI truly moves from design to operation in the enterprise. As someone who has spent nearly three decades building and leading technology solutions across industries, from telco and banking…
