Transforming Legacy Monoliths with AI-Augmented Engineering
"A self-healing, agentic system that automates the transition from Java to Python/Pydantic, reducing manual refactoring overhead by 90%."
- Agentic Self-Healing: Powered by LangGraph, the agent utilizes a Verify-and-Retry loop to auto-correct syntax errors and LLM hallucinations.
- Type-Safe Models: Automatically generates Python models using Pydantic for runtime data validation and performance.
- Automated Reporting: Generates a comprehensive Setup & Migration Guide (PDF) for engineering handovers.
- Production-Ready: Fully containerized using Docker for seamless deployment in enterprise environments.
The system follows a state-machine architecture:
- Scout: Recursively maps Java source trees.
- Architect: Maps Java logic to Pythonic structures via Llama 3 / Groq.
- Inspector: Validates syntax and triggers self-healing if errors are detected.
- Secretary: Compiles the final migration report and documentation.
docker-compose up --build