Amazon iconAmazonSep 1, 2026

Observing and evaluating production agents using OpenSearch Agent Health

Learn how to observe and evaluate production AI agents by combining an agent running on AWS with OpenSearch Agent Health. This post walks through deploying an agent and its observability pipeline to AWS, then using Agent Health to explore traces and run evaluations that measure and improve agent quality over time.

Observing and evaluating production agents using OpenSearch Agent Health

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Learn how to observe and evaluate production AI agents by combining an agent running on AWS with OpenSearch Agent Health.

This post walks through deploying an agent and its observability pipeline to AWS, then using Agent Health to explore traces and run evaluations that measure and improve agent quality over time.

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Learn how to observe and evaluate production AI agents by combining an agent running on AWS with OpenSearch Agent Health. This post walks through deploying an agent and its observability pipeline to AWS, then using Agent Health to explore traces and run evaluations that measure and improve agent quality over time.

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