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How we ship reliable LLM workflows that don't drift.

A practical pattern for evals, guardrails, and observability, drawn from three production deployments.

The full write-up is in production. In the meantime, get in touch if you'd like to talk through the work behind it.

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Case Study·Mar 14

What we learned training a public-sector team to live with AI.

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Small team, senior across the board. Why we staff the way we do.

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