Writing

Thoughts on AI,
Startups & Everything Else

Unfiltered writing from a serial founder and AI operator. From agentic architecture to startup survival to the parts of the journey nobody posts on LinkedIn.

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AI Engineering·9 min read·April 11, 2026

The Architecture Nobody Talks About: Why 1000x AI Productivity Is Real

The engineers shipping AI 100x faster than their peers are not using better models. The difference is architecture. And it fits on an index card.

AI AgentsLLMsArchitectureAgentic AI
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Startup Life·7 min read

The Startup Founder Survival Guide: The Parts Nobody Posts on LinkedIn

There's a version of the founder story that gets told at conferences. Then there's the version that doesn't get told — the one where you go back to a job after the startup doesn't work.

April 8, 2026
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Enterprise AI·8 min read

Why Most Companies Will Fail at AI — And What the Winners Are Doing Differently

I've had a version of the same conversation approximately forty times in the last eighteen months. The answer is almost always the same. And it has nothing to do with the model they're using.

April 5, 2026
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