Monitoring and Alerting in Production

This lesson is for enrolled learners

The concept Monitoring is how you know, in production, whether the system is up, cheap enough, fast enough, and still inside its quality and safety envelope. LLM features need the usual service signals (errors, latency, saturation) and a second, product-specific layer: task success, validation errors, tool failures, retrieval misses, refusal rates, guardrail hits, cost per success, canary-suite results, and user……

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