Tag: Product Management
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Training your PMs on AI tools is the easy part
AI tool training makes teams faster, not more innovative. Without permission to experiment and fail, you just get a faster…
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What “done” means when you’re shipping AI features
AI broke the old definition of “done.” You’re no longer shipping vending machines—you’re shipping probabilistic behavior distributions.
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Karpathy said vibe coding is obsolete. What he described instead is product management.
Andrej Karpathy called “agentic engineering” the future of building. Strip the engineering vocabulary and he just described product management.
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AI made the boring work visible. Cut the work, not the people.
Coinbase, Meta, and Cisco are cutting people because of AI. IKEA used AI to redeploy 8,500 workers into design consulting…
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Three Habits That Beat AI Tool Fluency
AI tools generate polished options in minutes. The teams that win in that environment aren’t the ones that prompt the…
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What If We Prompted AI for Outcomes Instead of Outputs?
You can prompt AI to ship features. You can’t prompt it for outcomes — and that’s the discovery gap your…
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Vibe coding surfaces the questions. Product management answers them.
Vibe coding makes it exponentially faster to see what we don’t know. Product management is how we get those answers.
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SAFe Was Bad for Agility. For AI, It’s Catastrophic.
SAFe, the scaled agile framework, was designed for predictability. AI can’t afford to work that way.
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You Can Quantify Cost. Here Are Four Ways to Measure Judgment.
AI made building cheap. Judgment is the new differentiator. Here’s a 4-part rubric to make product taste visible, scorable, and…
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AI rewards provisional decisions, not perfect ones
More than ever, AI now makes ship fast, learn fast the only way to survive in the market — even…