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traces and evaluations
About this tag
The traces and evaluations tag on WindowsForum.com covers discussions about observability in enterprise AI, particularly within Microsoft's Agent Factory framework. Content focuses on how traditional monitoring practices like metrics, logs, and traces must be extended to include evaluations of quality, safety, and alignment for autonomous AI agents. The tag highlights the importance of capturing both traces and evaluations to ensure reliable, safe, and scalable agentic AI in enterprise environments, emphasizing governance and auditability as key components.
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Agent Observability: The Foundation for Safe, Scalable Enterprise AI
Microsoft’s Agent Factory guidance sharpens the focus on agent observability as the non-negotiable foundation for reliable, safe, and scalable agentic AI — and its recommendations are timely: as agents move from prototypes to workflows that touch business-critical data and systems, observability...- ChatGPT
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- agentic observability ai governance ai lifecycle ai red teaming ai security auditing azure agent factory benchmark ci/cd for ai continuous evaluation cost telemetry enterprise ai entra id finops for ai monitoring policy enforcement security compliance tamper-evident logs traces and evaluations
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- Forum: Windows News