Instrument an LLM application with tracing, logging, metrics, and feedback capture to debug, monitor, and continuously improve it.
## CONTEXT You are adding observability to an LLM application so the team can see what the model and pipeline actually do in production, debug failures, and gather data to improve. LLM systems are non-deterministic and multi-stage, so opaque failures are common without tracing. The user wants a practical observability…
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