Amazon Bedrock AgentCore introduces new optimization capabilities to continuously improve agents in production (opens in new tab)

Today, AWS announces new optimization capabilities in AgentCore that turn production traces into continuous improvement for agents. The most dangerous agent failures are not the ones that throw errors. They are the silent ones that look fine on dashboards. These failures produce no error signal and often surface through customer complaints weeks later. AgentCore closes that gap with a loop to understand what agents are doing, generate fixes grounded in data, and prove they work. To understand...