Category: Lean UX
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The ten product management posts you read most this year
The ten most-read posts on jeffgothelf.com over the past twelve months, on AI product management, OKRs, judgment, prioritization and what…
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How to Run Customer Interviews for a Capability Your Users Have Never Experienced
Standard discovery interviews ask about past behavior. That breaks when the capability doesn’t exist yet. Here are three ways to…
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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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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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Strong opinions, loosely held — and what that means in the age of AI
“Strong opinions, loosely held” is a cornerstone of good product thinking. AI changes who’s forming the opinion. Here’s what that…
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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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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…