⬢github Rust · 4 ★ · pushed 4 h ago · Apache-2.0
andreylukin/where-next
Ask your repo "where is X?" and get the 2–3 files to open. A local model that learns from your git history, for developers and coding agents (CLI + MCP).
where-next (wn) is a local CLI tool that answers plain-English 'where is X?' questions about a repo by returning the 2–3 most relevant files. It uses a model fine-tuned on ~1.1M real bug-fix pairs plus a per-repo adapter learned from your git history, runs at ~80–100 ms per warm query, and integrates with coding agents via skills, hooks, and MCP.
Why now: It just launched on Hacker News as a Show HN, with a notable demo (real bug titles on a kubernetes clone) and benchmark numbers beating grep, plain embeddings, and SweRankEmbed — plus unusually honest limits, admitting no measured agent cost savings.
Who it is for: Developers navigating unfamiliar codebases and users of coding agents like Claude Code, Codex, or Cursor who want file hints in their context.
claude-codeclicode-searchcoding-agentsdeveloper-toolsembeddingslocal-firstmcprustsemantic-search
Stars over our 36 snapshots: 4 to 4, since 8 h ago.
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