Today, AWS announces the general availability (GA) of multi-agent collaboration for Amazon Bedrock, allowing developers to create networks of specialized agents that communicate and coordinate under the guidance of a supervisor agent. This new capability allows you to tackle more intricate, multi-step workflows and scale your AI-driven applications more effectively.
Amazon Bedrock multi-agent collaboration GA introduces key enhancements designed to improve scalability, flexibility, and operational efficiency. Inline Agents allow you to dynamically adjust agent roles and behaviors at runtime, making workflows more adaptable as your business needs evolve. With Payload Referencing, supervisor agents can reference linked data instead of embedding it in every request, reducing data transfer, improving response times, and lowering operational costs. Additionally, multi-agent now offers CloudFormation (CFN) and Cloud Development Kit (CDK) support so you can create reusable teams of agents as templates that can be shared across accounts within an organization.
This release also introduces agent monitoring and observability features, helping you track, monitor, and optimize agent interactions more efficiently. These features improve debugging and traceability, ensuring better visibility into agent workflows and making troubleshooting easier for developers.
Multi-agent collaboration on Amazon Bedrock is now available in all AWS Regions where Amazon Bedrock is supported. To learn more about this feature and how it can help you build more sophisticated AI applications, see the Amazon Bedrock product page or refer to the documentation for detailed information on getting started.