Concepts
Understanding the architecture, agents, and workflow of X2A Convertor.
Overview
X2A Convertor uses a multi-agent AI architecture built on LangGraph to analyze legacy infrastructure code and generate modern Ansible playbooks. The system is designed around two primary agent types:
- Input Agents (Analysis): Understand and document source configurations
- Export Agents (Migration): Generate and validate target Ansible code
Topics
Architecture
Complete system architecture with component diagrams and data flow.
Workflow
End-to-end migration process from initialization through publishing to production.
Human Checkpoints
Review points and decision gates throughout the migration lifecycle.
Input Agents
Chef, PowerShell, and Ansible analysis agents that parse and understand source code.
Export Agents
Ansible migration agents that generate production-ready playbooks and GitOps deployments.