Build reliable AI agents with Amazon Bedrock AgentCore Evaluations
AWS just shipped evaluation tooling that lets teams measure agent reliability before production—no more blind deployments.
Why it matters
Amazon Bedrock AgentCore Evaluations addresses a critical gap in AI agent development: the lack of standardized assessment frameworks across the build-to-production pipeline. This positions AWS as a managed evaluation provider and lowers the barrier for enterprises to ship agents with measurable confidence.
The key facts
9 to knowAmazon Bedrock AgentCore Evaluations launched as fully managed service
Measures agent accuracy across multiple quality dimensions
Two evaluation approaches: development and production
Designed for assessment across full development lifecycle
AWS blog announcement—March 31, 2026
Service measures agent accuracy across multiple quality dimensions
Two evaluation approaches: development and production workflows
Designed to de-risk agent deployment across enterprise use cases
Published March 31, 2026
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: In this post, we introduce Amazon Bedrock AgentCore Evaluations, a fully managed service for assessing AI agent performance across the development lifecycle. We walk through how the service measures agent accuracy across multiple quality dimensions. We explain the two evaluation approaches for…