Uncooped AI

Finally Outside

Don't "Define" Agents. Give Them a Credit Limit.

There's no "agent" there there — apologies to Gertrude Stein — until you give it memory, credentials, and a budget. Why underwriting is the right mental model for agentic security.

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Grow, Don't Build

There's a lot of conversation about how software should be made in the age of AI. Everyone's talking about the machine. I've been thinking about the garden.

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10 Things I Assumed Before Writing a Line of Code

I'm building a platform that runs 23 services on a single machine. Before writing any code, I wrote down 10 assumptions about the environment. Every design decision flows from these.

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What Happens When You Run an LLM on 10 Years of Kaiser Records

I downloaded my complete medical history and ran it through a pipeline of medical language models. Privacy-first, under $4, and what the models actually found.

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Why I Started Writing

AI as a tool for real problems — not thought-leadership, just experiments worth sharing.

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