I Ran This Open-Source AI Tool on a Messy Codebase and Got 71x Fewer Tokens — Here Is Exactly What Happened

📰 Towards AI

Author(s): Muhammad Hassan Ali Originally published on Towards AI. I Ran This Open-Source AI Tool on a Messy Codebase and Got 71x Fewer Tokens — Here Is Exactly What Happened I have spent months watching developers copy-paste entire files into Claude, burn through context windows, and still get vague answers. Screenshot of Graphify Github Repo by AuthorThe article discusses the capabilities and benefits of Graphify, an open-source AI coding assistant that transforms files into a queryable knowle

Published 4 May 2026
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