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AWS Transform custom uses agentic AI to modernize code at enterprise scale across thousands of repositories. This open-source solution provides production-ready infrastructure using AWS Batch and Fargate for parallel transformations, with REST API access for programmatic control, comprehensive CloudWatch monitoring, and automatic credential management. The architecture includes a multi-language container supporting Java, Python, and Node.js with pre-installed build tools, configurable retry logic, and real-time progress tracking. Deployment is automated via CDK or bash scripts, with support for private repositories, MCP integration for extending AI capabilities, and campaign management for tracking organization-wide modernization initiatives.

Building a scalable code modernization solution with AWS Transform custom

Requirements for Enterprise-Scale Code Modernization

The Solution: Batch Infrastructure with REST API