Building trust in AI agents: A production-ready evaluation framework with Amazon Bedrock AgentCore
AWS Machine Learning Blog reports: 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 comm…
1 min read
· Oct 18, 2026
AWS Machine Learning Blog reports: 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
- Source: AWS Machine Learning Blog
- Published: October 16, 2026
- Topics: AI Agents, Amazon, Artificial Intelligence, AWS
AWS
Artificial Intelligence
AI Agents
Amazon
Cloud Computing