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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 February 2026· 4 min

Yaks All the Way Down

AI builds code faster than ever. But the dependency chains underneath haven't gotten any shorter. Every project starts with a yak that needs shaving.

ai-developmentbootstrappingsoftware-craft

17 February 2026· 6 min

What Do You Do When Your Gremlins Get Wet?

AI builds software faster than ever, but the bugs scale with the velocity. The gremlins are already on board — the question is what happens when they hit the water.

ai-developmentdebuggingsoftware-craft