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Notes from the studio

Essays and working notes on building AI that ships: agents, models, and the ideas underneath.

A small team coordinates orders and packing around a shared worktable

Does a small company need a backend system?

When your business runs on WhatsApp, spreadsheets and your memory, growth can mean more chasing. A small shared system gives the work somewhere to live.

Staff handle routine decisions while the owner reviews an exception

Stop being your business’s approval bottleneck

Your team can handle more without calling you for every decision. Start with clear authority, reliable records and a workflow that brings you the exceptions.

A person standing before a maze of career choices

AI moved your cheese. Nobody told you where it went.

A book warned in 1998 that the cheese would move. AI moved the whole maze. Here is how to find where yours went.

The evolution of the brain, from fish to human

Design without a designer

What the brain, evolution, and gradient descent have in common, and where the honest version of the creation question really lives.