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Notesfromthestudio.

Field notes on engineering, AI systems, and what it actually takes to ship software that has to work.

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Shipping AI agents that actually work in production

Most agentic demos fall apart the moment a real user touches them. Here's the eval-driven loop we run at Ulties to keep ours honest.

Conway's law is real, but so is your runway. A pragmatic look at when monoliths win — and when they don't.

How we collapsed a flat corporate VPN into an identity-aware mesh across 2,400 endpoints in nine weeks.

Design systems become museums. Here's the operating model that keeps them as living engineering tools.

Six years, four continents, one consistent finding: the hard part is never the technology.

Type-safety. Observable from day one. Agentic-tested. The new floor isn't where you think.