{
  "id": 15044351,
  "title": "Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore",
  "url": "https://urgent.news/2026/10/16/building-trust-in-ai-agents-a-production-ready-evaluation-framework",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-16T20:48:16.000Z",
  "source": {
    "name": "AWS Machine Learning",
    "slug": "aws-machine-learning",
    "url": "https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/"
  },
  "original_language": "en",
  "account": null,
  "summary": "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.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 2,
    "also_reported_by": [
      {
        "outlet": "Google Research",
        "title": "Grounding AI agents in biological reality: Building blocks for autonomous wet labs",
        "url": "https://urgent.news/2026/10/16/grounding-ai-agents-in-biological-reality-building-blocks-for",
        "published": "2026-10-16T18:11:34.000Z"
      }
    ]
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}