Tag: Product Discovery
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How to Collect Product Feedback When Your AI Gives Every User a Different Answer
Traditional product feedback assumes everyone uses the same product. AI features break that assumption. Here’s an instrumentable way to fix…
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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…
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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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AI Rewards Being Wrong Faster. Your Organization Doesn’t.
AI is exponentially accelerating learning. Your company isn’t interested in that insight. Here’s how to deal with that.
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AI Made Relationships, Not Features, the Last Defensible Advantage
AI commoditized features. The last defensible moat is the relationship you build with customers — through history, context, trust, and…
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From debate to demonstration
Our debates used to argue over direction, now we can use those same conversations to decide what we need to…
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AI Made Execution Cheap: What ‘Good Work’ Looks Like Now for Product Managers
When AI makes building software nearly free, the bottleneck shifts from execution to judgment. Product discovery, OKRs, and customer understanding…