The three pillars, per agent

Structured logs, metrics, traces. Same pillars as any service, but with agent-specific dimensions.

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Agent-specific dimensions

Agent name. Session ID. Turn number. Model used. Tools called. Token spend. Latency per phase.

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Instrument at the runtime

Don't instrument every agent — instrument the runtime once. Every agent inherits.