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Field notes

Opinionated notes on the operating details that make autonomous development cheaper, clearer, and easier to review.

The Spec Is Where Agent Cost Starts

Agent spend usually starts before the first tool call, in unclear acceptance criteria.

Teams do not become agent-native by making agents faster; they do it by shrinking repeated human review loops.

The leverage is in tests, scripts, policies, and feedback loops, not watching every step.