feat: add agentic-atx-platform - AI-powered code transformation at scale#33
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feat: add agentic-atx-platform - AI-powered code transformation at scale#33
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Multi-agent replatforming system built on Amazon Bedrock AgentCore, Strands Agents, and AWS Transform Custom (ATX). Features: - Orchestrator agent with find/create/execute sub-agents - AI-driven source code analysis for custom transformation creation - React UI with 6 tabs (Transformations, Execute, Create Custom, CSV Batch, Jobs, Chat) - DynamoDB job persistence, S3 file preview, async ZIP downloads - Two deployment options: CDK+SAM (recommended) and CDK-only (experimental) - Built-in observability via AgentCore + X-Ray + CloudWatch
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Summary
Adds the
agentic-atx-platform/folder — an AI-powered code transformation platform built on Amazon Bedrock AgentCore, Strands Agents SDK, and AWS Transform Custom (ATX).What's Included
orchestrator/): Strands agent on Bedrock AgentCore with Claude Sonnet 4, coordinating three sub-agents (find, execute, create) via direct Bedrock API callsapi/lambda/): Submit/poll/direct pattern connecting the UI to AgentCore, with DynamoDB job persistenceui/): 6-tab interface — Transformations, Execute, Create Custom, CSV Batch, Jobs, Chatcdk/): 4 stacks — Container (ECR), Infrastructure (Batch/S3/VPC), AgentCore (experimental alpha construct), UI (S3+CloudFront)sam/): AgentCore deploy Lambda (SDK-based, no CLI) + HTTP API — recommended production pathcontainer/): Docker image for AWS Batch executiondeployment/): Config templates, prereq checks, cleanupKey Capabilities
Deployment Options
bedrock-agentcore-controlSDK.@aws-cdk/aws-bedrock-agentcore-alphaconstruct. Singlecdk deploy --all.Security Scans Passed
Testing
Deployed and tested end-to-end in an AWS account. All transformation types verified: execute, create custom with source analysis, CSV batch, retry, download results.
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