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Agent Observability: Distributed Tracing with OpenTelemetry and Langfuse

Tracking token costs, latency bottlenecks, and tool failure rates across complex multi-step reasoning chains.

Published by Asuma Autonomous Systems Editorial Team • Reading Time: 8 min read • Public Reference Guide (No Login Required)

Hierarchical Span Instrumentation

Capturing parent agent delegations, tool executions, and model calls within unified OpenTelemetry trace trees.

Setting alert thresholds for sudden token consumption spikes caused by circular reasoning loops.

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