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AWS Machine Learning Blog
AWS Machine Learning Blog
7/23/2026
The original title is "Evaluating AI Agents: A production blueprint with Strands and AgentCore"

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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