Starred repositories
Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for L…
Image compression at 4bpp with extreme decompression speed
μRepRap - A 3D printer project designed to work at the micron scale
Free, local plugin that keeps tool output out of your coding agent's context window. Sandbox and SQLite FTS5 search, 99% fewer bytes in context. Works with Claude Code, Codex, Pi, OpenCode, Gemini …
Skills for Real Engineers. Straight from my .agents directory.
Spec-Driven Development skill pack for the Pi coding agent: steering docs, .status gates, EARS, and a PRD→SPEC→TASKS→EXEC→REVIEW pipeline.
The Open Source Strix Halo AI engine. Qwen 3.8 Flash Next Q4_K_XL: 1,801.01 pp, 73.17 tg single user, 194.37 tok/s 8 users; Qwen 3.8 27B Q4_K_XL: 656.33pp, 70.56tg tok/s single user with DFlash2
Reliable model swapping for any local AI server. Chosen by thousands of users. Batteries included. If we don't have it, you probably don't need it.
High-performance lightweight proxy and load balancer for LLM infrastructure. Intelligent routing, automatic failover and unified model discovery across local and remote inference backends.
LLM inference in C/C++
KVMem virtualizes KV memory across inference backends to make ultra-long-context local AI accessible on limited hardware.
An open-source database of AI models.
pi coding agent in a technicolor web trenchcoat
Benchmark for tracking model capability after release.
Uncensored AI models or those fine-tuned for cybersecurity tasks.
PiG (Pi in Go) is a faithful Go port of upstream Pi, the TypeScript codebase behind the Pi coding agent. It is a parity-bound translation, not a rewrite: upstream behavior is the contract, and Go i…
A directory of works discussed in the Launch80 discord server
A text diagram language where you say where things go. Playground: reladraw.github.io/reladraw
AMD-Ecosystem / llama.cpp
Forked from ggml-org/llama.cppLLM inference in C/C++
A set of performant RDNA/HIP patches against llama.cpp focusing on high speed inferencing with numerics assurance
On the fly syntax checking for GNU Emacs
Tree-first orchestration TUI for pi coding agents: run many pi sessions in parallel, keep them alive in the background 🌲
LLM speculative inference server for heterogeneous hardware & consumer GPUs
High-performance Lemonade alternative for AMD Strix Halo & Radeon — latest MoE models (Ling-3.0-Flash, Qwen 3.8 Flash Next, Ornith 1.5), bleeding-edge RDNA 3.5 Wave64/ROCmFP4 kernels, and silicon-t…