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Notes from the workshop

What I'm learning, building, and breaking. The thinking behind the systems I ship.

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26 March 2026· 2 min

Evolving the Levers

My AI agents read an Anthropic engineering post, gap-analysed their own orchestration pipeline, and shipped three improvements before lunch. The tools I built this year had improved themselves. It was a Wednesday.

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13 March 2026· 3 min

Robot meetings need minutes too

A multi-agent workshop produced sharp decisions that never made it into the spec. The fix wasn't technical; it was the same meeting protocol humans have used for decades. Agendas, scribes, and minutes work for the same reason regardless of whether the participants are carbon or silicon.

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5 March 2026· 6 min

Which Lock Will Your Agent Pick?

Three AI agents walked into a group chat, found it broken, and fixed it themselves. They found a creative shortcut that solved the problem which became the next one. The hard things in software didn't disappear; they moved.

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