AWS Machine Learning Blog
7/23/2026

The original title is: "Detecting silent agent failures with Amazon Bedrock AgentCore optimization"
Original: Detecting silent agent failures with Amazon Bedrock AgentCore optimization
Short summary
Amazon Bedrock AgentCore optimization surfaces silent behavioral failures in production AI agents — issues that pass health checks but still deliver wrong outcomes. The tool discovers, explains, and ranks failure patterns across sessions so teams can prioritize the highest-impact issues. This addresses a critical gap in AI agent observability for production deployments.
- •AgentCore optimization detects silent agent failures that pass health checks
- •Discovers, explains, and ranks failure patterns across sessions
- •Enables prioritization of highest-impact issues for production AI agents
Generated with AI, which can make mistakes.
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