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🟧AWS Machine Learning
July 23, 2026
Funding & Investment

Evaluating AI Agents: A production blueprint with Strands and AgentCore

Overview

Together, Motorway and AWS built an end-to-end evaluation pipeline that reduced incorrect results from 1 in 8 queries to 1 in 50 and cut issue detection time from few hours to few minutes. The pipeline combines the Strands Agents SDK with Amazon Bedrock AgentCore, a fully managed service for deploying and operating AI agents at scale. In this post, you will learn how to build this pipeline for your own agents.

Stats & Key Facts

  • #Together, Motorway and AWS built an end-to-end evaluation pipeline that reduced incorrect results from 1 in 8 queries to 1 in 50 and cut issue detection time from few hours to few minutes.
  • #Together, Motorway and AWS built an end-to-end evaluation pipeline that reduced incorrect results from 1 in 8 queries to 1 in 50 and cut issue detection time from few hours to few minutes.
Evaluating AI Agents: A production blueprint with Strands and AgentCore

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Originally published by AWS Machine Learning
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