Agentic application modernization at scale with Strands and Amazon Transform custom
DevOps & Developer Productivity Blog
This article demonstrates how to build an AI-powered agentic system for large-scale application modernization using AWS Transform Custom, Amazon Bedrock AgentCore, and Strands Agents.
- Automates repository analysis to identify languages, dependencies, and required upgrades
- Dynamically generates missing transformations using natural language instructions
- Executes transformations in parallel across multiple repositories via AWS Batch
- Maintains workflow state and orchestration through Amazon Bedrock AgentCore Memory
- Provides React-based UI for single repository execution and batch CSV processing
- Includes complete deployment guide using AWS CDK and SAM CLI
- Replaces manual, sequential modernization with intelligent, automated scaling
The solution enables organizations to modernize large application portfolios faster and more consistently by combining intelligent decision-making agents with deterministic code transformation execution.
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