Complete End-to-End OpenTelemetry Setup Guide for AI Agents & Power BI Observability
It covers the OpenTelemetry Collector, Python and Node.js instrumentation, agent-specific spans, LLM and tool-call tracing, validation, and production recommendations. For an AI agent, the most useful trace structure is a top-level agent run with child spans for every meaningful operation.
