AWS Machine Learning Blog
7/23/2026

The original title is "Evaluating AI Agents: A production blueprint with Strands and AgentCore"
Original: Evaluating AI Agents: A production blueprint with Strands and AgentCore
Short summary
Motorway and AWS built an end-to-end evaluation pipeline for AI agents using Strands Agents SDK and Amazon Bedrock AgentCore, reducing incorrect results from 1 in 8 queries to 1 in 50. Issue detection time dropped from hours to minutes. The post provides a blueprint for building similar evaluation pipelines for your own agents.
- •Pipeline reduced incorrect results from 1-in-8 to 1-in-50 queries
- •Issue detection time cut from hours to minutes
- •Combines Strands Agents SDK with Amazon Bedrock AgentCore
Generated with AI, which can make mistakes.
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