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Build AI agent observability with OpenLIT and Parseable to trace model and tool calls, evaluate output, retain telemetry and investigate incidents.

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Instrument LLM apps and agents with OpenLIT in one line and ship both metrics and traces to Oodle.

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GPU utilization from nvidia-smi, DCGM, and NVML is a vanity metric for LLM inference. SLO memory headroom, throttle-free time, allocated vs idle, CUDA health, and NVLink instead. OpenTelemetry hw.gpu metrics work with OpenLIT or any OTLP backend.

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