Context propagation and globally unique trace id and span id in opentelemetry when using python from client to exporter of traces based on semantic conventions - observability for ai agent distributed system and multi agents workflows

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OpenTelemetry provides distributed tracing for AI agent systems through globally unique trace and span identifiers. When Agent A initiates a workflow, it generates a unique trace ID that propagates through all subsequent agent interactions, maintaining observability across the entire distributed system.