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Amazon Bedrock AgentCore Evaluations is now generally available

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This article announces the general availability of Amazon Bedrock AgentCore Evaluations, an automated quality assessment service for AI agents.

  • Online evaluation continuously monitors agent performance in production environments
  • On-demand evaluation enables programmatic testing for CI/CD pipelines and development
  • 13 built-in evaluators assess response quality, safety, task completion, and tool usage
  • Ground Truth feature measures performance against reference answers and behavioral assertions
  • Custom evaluators support LLM-based evaluation or code-based logic via Lambda functions
  • Integrates with AgentCore Observability for unified monitoring and real-time alerts
  • Available in nine AWS regions across North America, Asia Pacific, and Europe

AgentCore Evaluations provides developers with comprehensive tools to validate, monitor, and optimize AI agent performance across production and testing environments.



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