Amazon Bedrock AgentCore launches capabilities for optimizing agent performance in preview
News
This article announces new optimization capabilities for Amazon Bedrock AgentCore, enabling developers to systematically improve AI agent performance in production.
- Recommendations capability analyzes production traces to optimize system prompts and tool descriptions
- Batch evaluations validate recommendations against pre-defined test cases
- A/B tests validate recommendations with statistical significance reporting
- Completes the observe, evaluate, improve loop for production AI agents
- All changes require developer approval before deployment
- Available in all AWS Regions where AgentCore Evaluations is supported
These tools enable developers to systematically improve agent quality over time rather than relying on manual intervention and intuition.
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
Apr 22
2026
2026
Amazon Bedrock AgentCore adds new features to help developers build agents faster
Jun 17
2026
2026
Amazon Bedrock AgentCore introduces new optimization capabilities to continuously improve agents in production
Apr 22
2026
2026
Get to your first working agent in minutes: Announcing new features in Amazon Bedrock AgentCore
Jul 16
2025
2025
Amazon Bedrock AgentCore now available in preview
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.