Keeping AI Agents Honest: Amazon Bedrock AgentCore's Quality Framework

AI agents can silently degrade in production while looking perfectly fine on the surface—a sneaky problem that's hard to catch. This article walks you through a nine-stage evaluation framework built on Amazon Bedrock AgentCore that spots quality regressions across your agent's entire lifecycle, from your first commit straight through to live deployment.