Paritok-4B: Intent-Conditioned Context Compression for Coding Agents

Jiayu Shi, Luzhuo Chen

Coding agents re-send large file reads and tool outputs to a frontier LLM every turn, and this context dominates their token bill. General-purpose prompt compressors are trained on…