Bit-TTT is a high-performance AI engine implementing 1.58-bit quantization and Test-Time Training (TTT) entirely in Rust. Unlike typical PyTorch-based workflows, it provides an end-to-end ecosystem—handling tokenization, training, and streaming inference without any Python dependencies. Built on the Candle framework, it ensures memory safety and utilizes CUDA/AVX acceleration, offering a lightweight, standalone alternative for local LLM development.
An open-source Werewolf (Mafia) simulator where each player is an autonomous agent running on your chosen LLM. Compare models through real gameplay dynamics.
Tsuchinoko is an experimental language platform that explores transpiling Python into Rust to study safety, performance, and compilation design. Rather than aiming for production readiness, the project focuses on language transformation, intermediate representations, and compiler strategies in an AI-native development context.
Claude harness transforms Claude Code from a chat assistant into a disciplined development partner.
Take classic Tic Tac Toe to the next level with 3 players! Simple rules — line up three marks in a row to win — but clever strategies make every game exciting. Play with friends or family anytime, anywhere. Challenge Mode adds extra levels to test your skills. Quick to learn, fun to master — perfect for short breaks or casual gaming on the go!
Forget massive LLMs. Geode is a strictly local, ultra-lightweight (<1GB RAM) AI engine designed for personal computing. Unlike Transformers that predict tokens based on probability, Geode uses Hyperdimensional Computing (HDC) and Sedimentary Memory to create distinct, evolving conceptual associations. It doesn't hallucinate fluent lies; it builds a genuine, unique understanding of its user.
web-dlp APIA queue-based YouTube downloader API using yt-dlp. Download YouTube videos as MP4 or extract audio as MP3 through a simple REST API.Features✅ Format Selection: Download as MP4 (video) or MP3 (audio)✅ Queue System: Background job processing for stable performance✅ Auto Cleanup: Files automatically deleted after 10 minutes✅ Rate Limiting: 5 requests per IP per minute✅ YouTube Only: URL validation for security✅ Keep-Alive Support: Health check endpoint for uptime monitoring