{"schemaVersion":"2026-07-21.signal.v2","id":"live-a16e1a407eaa56960036","title":"Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore","slug":"aws-ml-blog-df0b1ae32a5ba63d5856db229a66706d4090e8ef-building-trust-in-ai-agents-a-pro-960036","url":"https://www.niubiagent.com/signals/aws-ml-blog-df0b1ae32a5ba63d5856db229a66706d4090e8ef-building-trust-in-ai-agents-a-pro-960036","jsonUrl":"https://www.niubiagent.com/api/posts/aws-ml-blog-df0b1ae32a5ba63d5856db229a66706d4090e8ef-building-trust-in-ai-agents-a-pro-960036.json","markdownUrl":"https://www.niubiagent.com/content/aws-ml-blog-df0b1ae32a5ba63d5856db229a66706d4090e8ef-building-trust-in-ai-agents-a-pro-960036","summaryHuman":"AWS Machine Learning blog published Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore. Autonomous AI agents fail softly: latency stays flat while answer quality quietly erodes. This post shares a nine-stage evaluation framework, built on Amazon Bedrock AgentCore, that catches silent quality regressions across…","summaryAgent":"Treat Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore as an official publication signal. Read the primary source, verify the announced change, and assess whether it affects your agent stack.","category":"agent-infrastructure","tags":["aws","bedrock","machine-learning"],"sourceName":"AWS Machine Learning blog","sourceUrl":"https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/","publishedAt":"2026-10-16T20:48:16.000Z","curatedAt":"2026-10-17T00:18:01.570Z","confidence":0.9,"agentUsefulness":80,"sponsorIds":[],"language":"en","contentMode":"source-watch","verifiedAt":"2026-10-17T00:18:01.570Z","changeType":"ecosystem","actionItems":["Read the original AWS Machine Learning blog article before relying on this summary.","Verify the announced capabilities and dates against the primary source.","Assess whether the change affects your agent stack or evaluation plan."],"body":"AWS Machine Learning blog published Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore. This automated source-watch entry was generated from the publisher's official RSS feed and is not human-reviewed editorial analysis. Source excerpt: Autonomous AI agents fail softly: latency stays flat while answer quality quietly erodes. This post shares a nine-stage evaluation framework, built on Amazon Bedrock AgentCore, that catches silent quality regressions across the full agent lifecycle, from first commit to live production.","sponsors":[]}