Blog
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How to prioritize your backlog when effort is no longer the constraint
How to use learning and reversibility to prioritize work AI can now build cheaply and quickly
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How to write OKRs for an AI product
If your AI product delivers different outputs to each user and prompt, here is how you measure the success of…
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How product management can fix your AI integration problems
Your AI integration problem is a product management problem: why pilots stall on old workflows, and the product approach that…
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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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The Amazon AI-tokens problem isn’t an Amazon problem.
Measuring token consumption means exactly zero to your customers. So why are companies like Amazon forcing their employees to do…
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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Karpathy said vibe coding is obsolete.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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Customer development has an AI problem.
When AI produces more MVPs in less time, teams get overwhelmed. Instead of learning more, they outsource to AI, losing…
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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…