Journal
Does Graphify Actually Cut Token Usage?
I committed a 15 MB knowledge graph and forced every agent to consult it before reading code, on the promise it would save tokens. So I ran a controlled test on a real task. It saved about 5%—but only by returning a worse, incomplete answer. Here is what I measured and why I pulled the whole thing out.
Read →