Integration & Automation
Category: AWS CloudTrail
Accelerate Region expansion with the AWS Knowledge MCP server
In this post, we demonstrate how to build a multi-agent AI system using the AWS Knowledge Model Context Protocol (MCP) server to automate Regional expansion analysis and planning for AWS workloads. The solution combines specialized AI agents with MCP servers to analyze CloudFormation stacks and CloudTrail logs, identify Regional capability gaps, and generate actionable migration strategies in hours instead of weeks, helping organizations accelerate their global cloud footprints while maintaining data security within their local environment.
Deploy bastion hosts into private subnets with AWS CDK
Learn how to use AWS CDK to deploy bastion hosts into private subnets of a VPC.
Automate VPC tagging with AWS Control Tower lifecycle events
Automatically tag resources in an AWS account created by AWS Control Tower.


