esya

Notes

Notes from the work.

What holds, what breaks, and what changes when AI meets the ordinary working day.

RSS

Latest note

Three connected operating artefacts: an eval record informs release, a runbook turns production signals into responses, and handover gives a named owner the artefacts and authority to act.

Production AI

Evals give bounded evidence about behaviour before and after change. The runbook turns known signals and failure states into action. Handover gives the receiving team the artefacts, access, judgement and authority to operate both.

Read the note

The register.

  1. Production AI How to choose the first AI workflow worth building
  2. Production AI What production actually means for an AI workflow