GRACE — Graph-RAG Anchored Code Engineering

GRACE is a methodology for AI-driven code generation that makes codebases navigable by LLMs. It solves the core problem of AI coding assistants: they generate code but can't reliably navigate, maintain, or evolve it across sessions.

The Problem GRACE Solves

LLMs lose context between sessions. Without structure:

• They don't know what modules exist or how they connect
• They generate code that duplicates or contradicts existing code
• They can't trace bugs through the codebase
• They drift from the original architecture over time

GRACE provides four interlocking systems that fix this: