I build AI that does real work, and I share the systems.

Sharing perspectives on startups, AI, and the broader technology landscape.

Practical AI for founders & builders.

The systems, skills, and playbooks I use to build with AI, plus what I’m working on.

Guides

All guides
Start here · free system Builder OS A local markdown operating system that helps Claude Code understand your role, team, projects, and week. Explore the example and blank OS. Read the story
Loop engineering for product builders Guide · agent workflows A PM's prototype used to be a picture. Now it's software Guide · product management

Builds

All builds
Shipforward turning a request for a lead desk into a morning list of firms
AI build system Shipforward Takes an idea from spec to shipped code in Claude Code, with checkpoints where you approve the work before it moves on. Get Shipforward
Savepoint transcribing a Reel and turning its audio and on-screen text into steps
AI product Savepoint Turns videos you share into searchable, step-by-step playbooks you can return to and use. View the case study

Work with me

Product & AI advising

I work with a handful of founders and product teams on what to build, how to grow it, and how to wire agents and AI workflows into the way they ship.

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Media & speaking

Keynotes, panels, podcasts, and live teardowns on building AI products, custom agents, and how product teams actually ship with AI.

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When intelligence and execution become abundant, the bottleneck is vision and taste.

10+ years taking products from concept to execution, across AI, fintech, compliance, gaming, hardware, and live operations.

Winnie, Michael’s dog Made with Winnie sleeping at my feet.