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Field notes

Production AI, without theater

Notes from building systems in regulated environments, where quality has to be measured and reliability has to be operated.

August 2026

Latest note

Reliability · Evaluation · Operations

A system isn't in production because it runs

A practical framework for the reliability scaffolding that turns a model call into a dependency people can trust.