Does a Language Server Save Tokens for Coding Agents? A Measurement Methodology and Preliminary Study

Pengcheng Xu

Coding agents spend most of their context budget on retrieval. Lexical retrieval (grep) is universal, instant, and zero-setup, but noisy: it cannot tell a definition from a call fr…