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Graphify Hit 450K Downloads in 26 Days. Here's Why the Economics of AI Coding Just Changed.
Knowledge graph context retrieval using Leiden community detection claims 71x fewer tokens per query. If that holds at enterprise scale, the cost problem that has been quietly killing agentic coding programs is solved.
We Cut 63% of Our LLM Costs by Sending Less Context
We moved from 128K to 32K context windows. Costs dropped 63%. Accuracy went up. Here is how metadata filtering, re-ranking, and dynamic budgets do it.