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Monitoring production agent lifecycle with AWS DevOps Agent and AgentCore Evaluations

AWS Machine Learning · published 11 September 2026

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https://aws.amazon.com/cloudwatch/
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https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/evaluations.html
docs.aws.amazon.com
https://aws.amazon.com/devops/
aws.amazon.com
https://docs.aws.amazon.com/bedrock/
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock/latest/userguide/models-regions.html
docs.aws.amazon.com
https://aws.amazon.com/bedrock/agentcore/
aws.amazon.com
https://github.com/awslabs/fullstack-solution-template-for-agentcore
github.com
https://arxiv.org/abs/2306.05685
arxiv.org
https://aws.amazon.com/devops-guru/
aws.amazon.com
https://strandsagents.com/
strandsagents.com
https://opentelemetry.io/
opentelemetry.io
https://strandsagents.com/docs/user-guide/concepts/multi-agent/swarm/
strandsagents.com
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d2908q01vomqb2.cloudfront.net
https://aws.amazon.com/amplify/
aws.amazon.com
https://aws.amazon.com/s3/
aws.amazon.com
https://github.com/aws-samples/sample-FAST-applications/tree/main/samples/dual-monitoring-system
github.com
https://github.com/awslabs/fullstack-solution-template-for-agentcore/blob/main/docs/AGENTCORE_EVALUATIONS_GUIDE.md
github.com
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aws.amazon.com
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d2908q01vomqb2.cloudfront.net
https://docs.aws.amazon.com/devopsagent/latest/userguide/getting-startedwith-aws-devops-agent-getting-started-with-aws-devops-agent-using-aws-cdk.html
docs.aws.amazon.com
https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/client/devops-agent/
docs.aws.amazon.com
https://strandsagents.com
strandsagents.com
https://github.com/sierra-research/tau-bench
github.com
https://github.com/aws/agentcore-cli
github.com