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Evaluate skill-equipped agents with Strands Evals and Amazon Bedrock AgentCore

AWS Machine Learning · published 22 September 2026

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https://strandsagents.com/docs/user-guide/evals-sdk/quickstart/
strandsagents.com
https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/evaluations.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/skill-evaluators.html
docs.aws.amazon.com
https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/prompt-templates-builtin.html
docs.aws.amazon.com
https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/09/16/ML-21794-1.png
d2908q01vomqb2.cloudfront.net
https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/09/16/ML-21794-2.png
d2908q01vomqb2.cloudfront.net
https://d2908q01vomqb2.cloudfront.net/f1f836cb4ea6efb2a0b1b99f41ad8b103eff4b59/2026/09/16/ML-21794-3.png
d2908q01vomqb2.cloudfront.net
https://github.com/awslabs/agentcore-samples/tree/main/01-features/06-observe-evaluate-optimize-your-agent/02-evaluate/skills-evaluation
github.com
https://github.com/awslabs/agentcore-samples/blob/main/01-features/06-observe-evaluate-optimize-your-agent/02-evaluate/utils/hr_assistant_agent.py
github.com
https://github.com/awslabs/agentcore-samples/blob/main/01-features/06-observe-evaluate-optimize-your-agent/02-evaluate/skills-evaluation/inner_loop_eval.py
github.com
https://github.com/strands-agents/evals
github.com
https://aws.amazon.com/blogs/machine-learning/evaluating-ai-agents-a-production-blueprint-with-strands-and-agentcore/
aws.amazon.com
https://www.linkedin.com/in/shruthirajoli
linkedin.com