Developer builds zero-dependency query-aware context compressor in Rust

On November 3, 2026 at 16:38, a developer published an article on Juejin announcing version 0.11.0 of a query-aware context compactor written in Rust from scratch, describing it as the point where design, evaluation, and release are fully closed out. According to the article, the tool's job is to smartly trim content before feeding logs, command output, diffs, or stack traces into an LLM, keeping what should be kept and dropping what should be dropped, without altering a single character of the retained content, so that the original material reaching the LLM stays accurate. The developer notes the project began a few months ago, and that 0.11.0 completes the full design and evaluation cycle. This is the only public report so far, and no further details on follow-up plans or actual usage are available.