Louis Forster

• Open-Jet

  Self-hosted coding agent for local LLMs. Point it at an Ollama, LM Studio or llama.cpp server you already run, or let it profile your GPU, pick a GGUF that fits, and drive llama-server itself — startup, context sizing, GPU offload, KV-cache save and restore. Scores 59.3 on Terminal-Bench 2.0 with Qwen3.6-27B.

• Treyspace

  Excalidraw with a chat sidebar that reads the board. The canvas is mirrored into HelixDB and clustered semantically, relationally and spatially, so the model traverses that graph through MCP tools instead of running flat vector search over the text. Open-sourced as an SDK.

• RV Chess

  Chess game review with the engine in the browser. Swap chess.com for rvchess.com in a game URL, or paste a PGN. Stockfish 18 NNUE runs as a pool of single-threaded WASM workers analysing different positions at once rather than one SMP instance grinding a single position, and moves are graded on winning-chance loss instead of raw pawn loss.

• DialectGuessr

  A map-first dialect survey. Everyone answers the same question bank and pins the town they grew up in, which is what builds the regional profiles each new set of answers gets scored against. The /guessr route reuses the same MapLibre map as a five-round game: read a speaker’s words, grammar and pronunciation, then drop a pin inside their dialect territory.