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Observability in the Foundry Control Plane provides end‑to‑end visibility, monitoring, and tracing for AI agents, models, and tools running in Microsoft Foundry. Its core purpose is to help teams understand what is happening inside their AI systems, detect issues early, and maintain reliability at scale.

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