The Question AI Roadmaps Rarely Ask

Most AI roadmaps are built without ever asking the question that determines whether the investment will pay off. This week: what that question is, why it keeps getting skipped, and what changes when you answer it before the roadmap instead of after. ...more

Operating Discipline , Strategic Clarity That ScalesApril 26, 2026 • 5 min read

I Built an MVP in Hours. The Hard Part Started After It Worked

AI didn't just make building faster. It made it easier to skip the thinking that building used to force. Here's what I ran into when I built my own tool in a few hours, and what it reminded me about judgment in a world where the cost of action keeps dropping. ...more

Operating Discipline , Decision SystemsApril 05, 2026 • 5 min read

When Shipping Product Feels Like Magic

I remember the feeling the first time my ELEN 348 lab project worked. I got that feeling again on Saturday over my morning coffee. ...more

Operating Discipline , Strategic Clarity That ScalesMarch 29, 2026 • 4 min read

AI on the Roadmap Doesn't Make You an AI Product

Adding AI to a product is getting easier. Turning it into a durable advantage is not. This piece looks at why so many companies can point to AI activity without ending up with a meaningfully stronger product position, and the question that helps separate scattered experimentation from something that actually compounds.ost Description ...more

Operating Discipline , Strategic Clarity That ScalesMarch 22, 2026 • 3 min read

Speed Without A System Is Just An Entropy Cannon

Speed without a system is just an entropy cannon. Stop treating the space between strategy and execution like it will organize itself. ...more

Operating Discipline , Strategic Clarity That ScalesMarch 02, 2026 • 3 min read

Faster isn't the win. Better outcomes are.

Shipping more isn't winning more. How AI acceleration exposes what was already fragile in your operating structure.New Blog Post Description ...more

Operating Discipline , Decision SystemsFebruary 23, 2026 • 4 min read