Projects

What I build on my own: products taken end to end, and open-source tools I ship and maintain.

Products

rustkit-ai logo

Open source

An open-source organization of Rust tools for AI-assisted development, co-founded with Gokhan Kabar. Below, the tools I built.

This tooling grew out of real R&D on client missions. See the rustkit-ai experience

Install any tool via Homebrew: brew install rustkit-ai/tap/semtree
  • semtree Semantic code search, local by default: tree-sitter parsing, on-device embeddings, hybrid vector and BM25 ranking, MCP server.
    • Rust
    • tree-sitter
    • RAG
  • trimcp MCP proxy that cuts LLM token costs by compressing tool output.
    • Rust
    • MCP
  • semstore Local semantic search for Rust apps: store text, search by meaning, no cloud. Co-written with Gokhan Kabar.
    • Rust
    • embeddings