Article · April 13, 2026
The Harness Is the Product
Why the same underlying model can feel sharp in one coding tool and strangely useless in another. The answer is not the model—it is the harness.
About
I'm an engineer and product builder with a background in broadcast news. Years in the newsroom sharpened my ability to cut through noise, synthesize information quickly, and focus on what matters. I bring that mindset to building AI systems, automation, and software products that are useful, reliable, and grounded in real-world workflows.
Latest articles
See all writingArticle · April 8, 2026
The Rise of Claudonomics: Inside Meta's Trillion-Token AI Strategy
How Meta turned token consumption into a competitive sport, what it actually costs them, and why it might be the smartest vertical integration play in AI.
Article · January 9, 2026
OpenClaw, Set Up for Real Work
What OpenClaw does in practice, why it fits my stack, and the setup choices that made it useful instead of just interesting.