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Multi-Agent Observability: Where the Money Goes and Which Agent Broke Things

The most common debug nightmare in multi-agent systems is 'the answer is wrong, but I don't know which agent did it.' Three layers of observability are essential: per-agent token metering, execution traces, and real-time cost dashboards.