Pasting proprietary code into AI tools is a massive IP and data risk.We use a client-side Abstract Syntax Tree (AST) to "anonymize" your code, replacing all proprietary logic with generic placeholders (calculate_revenue becomes <>). The AI fixes the structure, and your browser restores it. Your IP and secrets never leave your machine.
Our "Anti-Hallucination Engine" runs every AI-generated fix through a validation suite (bandit, eslint, mypy) in a secure Docker sandbox.
