Disclaimer: All calculations, models, and intelligence outputs are generated for informational purposes only and do not constitute legal, tax, or financial advice.
Prototype Demo Simulating tree-sitter AST validation + Qwen-Coder-14B on Modal A10G GPU.
B2B Workflow Prototype Backend: python/code_modernizer.py

Legacy Codebase & AST Modernizer

Refactor deprecated monoliths, eliminate SQL injection vulnerabilities, and generate clean Git patches in seconds.

Strategic Context & How To Use:

Enterprise codebase modernization pipeline utilizing Abstract Syntax Tree (AST) analysis to refactor legacy codebases into modern cloud-native architectures. Automates migration of legacy frameworks, deprecation replacements, and test suite generation across large-scale enterprise repositories.

legacy_handler.py
Vulnerabilities Detected
Detected: CWE-89 SQLi, Deprecated CGI library
main.py (FastAPI 3.12)
AST Verified 

                

                

                     Zero Security Warnings
                    Modal Latency: 780ms
                

            


        


        
        

            

                
Have a large legacy enterprise repository requiring automated refactoring?

                
We construct custom AST syntax transformers and LLM pipelines that generate verified GitHub Pull Requests across millions of lines of code.

            

            
                Book Modernization Review →