From Trace Spans to Chargeback: Attributing Inference Costs per Agent

A practical engineering walkthrough of how to propagate agent, team, and customer identity through trace spans so LLM inference usage can be metered, budgeted, alerted on, and charged back without igniting organizational turf wars.