Introduction: Why context windows are expensive and why static folder indexing fails to capture...
Introduction: Why context windows are expensive and why static folder indexing fails to capture structural relationships (like function calls or imports).
The Solution: Introducing Graphify Companion.
How the Architecture Works: Detail the combination of Node.js for the MCP Server Transport and Python for AST/graph parsing.
Step-by-Step Setup:
Cloning the repo(https://github.com/sreekanthap89/Graphify-Companion1).
Every developer working with LLMs on a large codebase eventually hits the same wall: context windows...
Introduction "~35% cheaper · ~70% fewer tool calls · 100% local" This is the No.71...
CodeGraph is the LLM-symbol-graph my prior retrieval post argued should exist. Read against its own SQLite index: why its…
Have you ever spent 15 minutes re-explaining your database schema, architecture, or codebase...
It was 2 AM on a Tuesday, and I was staring at a function I had never seen before. The codebase had...
You join a new team. The codebase has 200,000 lines of code, no docs worth reading, and the one...
