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AWS shows how to deploy Bedrock AgentCore agents with CloudFormation

AWS published a walkthrough for provisioning Amazon Bedrock AgentCore-based agents using AWS CloudFormation. The post uses a weather activity planner example to show how agent infrastructure can be deployed consistently across environments.

Today, AWS published a guide to building AI agents on Amazon Bedrock AgentCore using AWS CloudFormation.

Key facts

  • The walkthrough demonstrates an end-to-end “weather activity planner” agent that pulls live conditions from weather.gov.
  • The sample’s scoring logic uses concrete thresholds, including temperatures below 50°F, rain probability above 30%, and wind speeds above 15 mph to adjust outdoor recommendations.
  • AWS says AgentCore can be managed via infrastructure-as-code using CloudFormation templates, alongside AWS CDK and Terraform.
  • The post frames IaC as a way to cut manual setup mistakes and claims deployments can drop from hours to minutes when templates are automated and reused.
  • A related GitHub sample library is referenced for IaC examples beyond CloudFormation (CDK and Terraform).