Git Blame Is Missing the Most Important Information
Git blame preserves authorship, but engineers often need intent. Git Explain uses deterministic local git retrieval and a bounded tiny local model pass to reconstruct why a line exists.
Developer Tools
3 articles in this category.
Reimagining Grep: Searching Code by Meaning Instead of Text
Grep is excellent at exact strings and weak at intent. A local semantic retrieval primitive lets developers search code by meaning under strict constraints: local-first, secure-by-default, CPU-friendly, and minimal dependencies.
Your Terminal Should Remember Solutions, Not Commands
Shell history stores actions, but engineers remember problems. Terminal Memory uses local embeddings to retrieve command sequences by intent with no cloud APIs and no generative layer in v1.