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How do you monitor an LLM system in production?

What the interviewer is testing Whether you can define request-level logging, multi-step tracing, operational alerts, quality monitoring, and safe handling of production data. Answer framework Log each request with its prompt version, model, token usage, latency, cost, and outcome. Trace multi-step…

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  1. 2026-11-09 04:59 · DEV Community — Machine Learning
    How do you monitor an LLM system in production?

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