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canonical_url: "https://aidr.today/331a5588?lang=en"
title: "Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore"
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published_at: "2026-10-16T20:48:16.000Z"
category: "Frameworks"
topics: ["amazon","agent","framework"]
source_urls: ["https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/"]
summary: "A nine-stage evaluation framework built on Amazon Bedrock AgentCore aims to detect silent quality regressions in autonomous AI agents across their full lifecycle from development to production."
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# Building trust in AI agents: A production\-ready evaluation framework with Amazon Bedrock AgentCore

> [Open the canonical story](<https://aidr.today/331a5588?lang=en>)

**Published:** 2026-10-16T20:48:16.000Z
**Category:** Frameworks
**Topics:** amazon, agent, framework

## Summary

A nine\-stage evaluation framework built on Amazon Bedrock AgentCore aims to detect silent quality regressions in autonomous AI agents across their full lifecycle from development to production\.

## Sources

- [Story source](<https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/>)