TL;DR: Large context windows and repetitive prompts lead to massive token consumption, high API costs, transmission latency, and RAM overhead on edge devices. JDA-ZIP Protocol is an open-source (GPLv3) deterministic semantic compression and anchoring protocol designed to reduce token payload size at the source before transmission.

🙋‍♂️ How This Idea Was Born

To be completely honest: I don't come from a traditional software engineering background.

This project started from a very simple, everyday frustration. I was trying to work with long context windows and heavy prompt sequences on mobile and edge devices.…