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Practical writing on AI consulting, workflow automation, and the craft of shipping software — from the projects we work on, not the ones we imagine.

AI Agents in Production: Evals, Guardrails, and Observability

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AI Agents in Production: Evals, Guardrails, and Observability

5 min read

The gap between an impressive agent demo and a production system is operational, not magical. What to build around the model: evals, guardrails, observability, and a rollout plan.

AI agentsLLM evalsAI engineeringproduction AIobservability
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