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runtime evaluation

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AgentCore adds external action policies and live agent evaluations

AWS put AgentCore Policy and Evaluations into preview: Policy intercepts Gateway tool calls outside an agent's reasoning loop, while Evaluations scores real-world behavior with built-in or custom evaluators.

Why it matters: The combination addresses two production gaps: enforcing deterministic limits before tools execute and measuring agent quality continuously instead of relying only on predeployment benchmarks.

Read storyOriginal source · aws.amazon.com