Build the future.
AI-native product management — from evals and prompt engineering to building with LLMs. My courses, frameworks, and hard-won lessons from shipping real AI products. This is the frontier.
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Courses, videos & frameworks — in progress
A full curriculum for AI-native PMs is on the way: structured courses, video walkthroughs, eval frameworks, prompt libraries, and real case studies from building with LLMs. Sign up to be the first to know when it drops.
Breaking Into Product Management in 2025: An AI-First Approach
The path into PM has never been straightforward. But AI has reshuffled the deck in ways that actually favor newcomers — if you know how to play it.
From Intuition to Intelligence: Using AI to Make Better Product Decisions
PMs have always relied on a mix of data and gut feel. AI doesn't replace that instinct — it sharpens it. Here's how to integrate AI into your decision-making without losing what makes you effective.
Why Senior PMs Need to Rethink Roadmapping in the Age of AI
The quarterly roadmap was built for a world where engineering capacity was the primary constraint. AI changes that constraint. It's time to rethink the tool.
The AI-Native Product Manager: Redefining the Role
What does it mean to be an AI-native PM? The role is shifting from managing backlogs to orchestrating intelligence — and the PMs who adapt first will define the next decade.
How to Build AI-Powered Features Without Losing the Human Touch
The best AI features feel invisible. The worst ones remind you that a machine is making decisions about your life. Here's how to stay on the right side of that line.