AI agents waste tokens reading irrelevant files. rawq returns only the relevant code — with file paths, line ranges, scope names, and confidence scores. Searching a 10k-file codebase yields 5-10 ...

This document specifies "compartments", a concept focused on making lightweight realms designed to be used with a shared immutable realm. The proposal here is intended to compose well with the various ...