Design end-to-end observability for agents — structured tracing, metrics, cost/token accounting, and alerting — so you can debug, monitor, and improve agents in production.
## CONTEXT You cannot operate agents in production in 2026 without deep observability, because failures are emergent, costs are variable, and quality drifts silently. The mature stack combines structured tracing (every step, model call, and tool call as a span with timing, tokens, and payload references), metrics…
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