OpenTelemetry for AI Agent Swarms: Tracing Multi-Hop Tool Calls and Token Spend at Scale
An enterprise observability architecture guide to instrumenting AI multi-agent swarms with OpenTelemetry. We analyze GenAI semantic conventions, context propagation across asynchronous message queues, token billing attribution, and latency bottleneck tracing.
9/2/202624 min read