Writing

Field notes from building.

Not commentary from the sidelines — lessons written down while doing the work, published when they’ve earned it.

Every Founder-Led Company Needs an Operator-Builder

Operational understanding is finally becoming buildable. Seven systems from eleven years inside one company — and why the value was never the technology. The argument this practice is built on.

Forthcoming

The proof

What I Learned Taking AI From Experiment to Production

Six lessons from building and operating a production AI system — the judgment boundary, silent failure, AI’s working conditions, and why reliable AI is an operations problem. The sequel, at full depth.

The thesis is published; the sequel is in final draft. If you’d like it when it lands, say so when you book a conversation — no newsletter machinery, I’ll just send it.

The short version of both articles:

Automate the work between the judgments, and be deliberate about which judgments you hand over. If you want that applied to your operation — that’s a conversation.

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