AI
STATUS: LOGGED
CodeArchaeologist
This project is for the times I inherit a codebase with zero documentation. It’s an AI that reads the history, the comments, and the logic to give you a "ground truth" overview of what’s actually going on.
Core Stack
#AI#History#Analysis
The Intent
Legacy code is like an ancient scroll—hard to read and easy to misinterpret. Existing AI tools often give generic advice that doesn't fit the specific project history.
System Schematic
graph TD
A[Legacy Code] --> B[FAISS Index]
B --> C[Intent Decoder]
C --> D{Query Interface}
D -->|RAG| E[Explanation]
E --> F[Human Understanding]
The Build
I built a RAG system that uses AST analysis to ground the AI in the actual code structure. It creates a semantic index of the entire repo.
Reflections
The hardest part of code isn't the syntax—it's the intent. Building this taught me how much data is actually hidden in variable names.