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Transformation

What actually changes when organizations modernize technology.

The Human in the loop is not a strategy
Field Note
May 11, 2026 11 min read

The Human in the loop is not a strategy

"Human oversight" is doing a lot of work in AI architecture diagrams. Too much, I think. It usually shows up as a reassuring little box near

When the consumer is a machine
Field Note
May 1, 2026 7 min read

When the consumer is a machine

Event contracts used to be guidance. With agents on the other end, they're the thing the system actually runs on.

AI development & Engineering clarity
Field Note
Apr 2, 2026 7 min read

AI development & Engineering clarity

A few years ago, most engineering organizations were constrained by the same thing: writing code was expensive. Not just in budget terms. Expensive in attention. In coordination. In