Building the primitive layer for production AI systems.
642,000+ lines of code across Rust, C++, and Python.
| Stars | Repo | What it does |
|---|---|---|
| 47 | tokio-prompt-orchestrator | Multi-agent LLM orchestration. Ran 24 simultaneous Claude Code agents. Circuit breaker, dedup, retry, backpressure. Self-improving loop live. |
| 23 | Every-Other-Token | Intercepts every other token mid-generation, scores confidence, visualizes perplexity in real time. Research tool for LLM interpretability. |
| 14 | LLM-Hallucination-Detection-Script | Framework-agnostic Python + Rust toolkit for detecting hallucinations in LLM outputs. |
| 7 | llm-cpp | 26 single-header C++20 libraries for LLM infrastructure. Zero dependencies. Drop in what you need. |
| 5 | Reddit-Options-Trader-ROT | Financial intelligence platform. 200+ users across 46 countries. Validated signals: MASI +34%, ZIM +25%, OLB +137%. |
rust-crates — 10 production libraries, all used inside tokio-prompt-orchestrator:
| Crate | What it does |
|---|---|
| tokio-agent-memory | Episodic, semantic, working memory with decay and multi-agent bus |
| tokio-memory | Ebbinghaus forgetting curve + async persistence |
| llm-budget | Hard budget enforcement across agent fleets |
| llm-wasm | LLM inference primitives for WebAssembly and edge |
| llm-diff | Semantic diff and versioning for LLM outputs |
| llm-sync | CRDTs and vector clocks for distributed agent state |
| wasm-agent | ReAct agent loop for WASM with resumable state |
| mem-graph | Knowledge graph: typed nodes, edges, BFS/DFS |
| fin-primitives | Price types, order book, OHLCV, indicators, PnL |
| fin-stream | Lock-free SPSC ring buffer, 100K+ ticks/second |
Special-Relativity-in-Financial-Modeling — What if price velocity has a speed limit? Lorentz transforms on OHLCV data. VR=1.27×, Bartlett p=6×10⁻¹⁶. DOI: 10.5281/zenodo.18639919
LLMTokenStreamQuantEngine — C++ engine that maps LLM token semantics to real-time trade signals at sub-second resolution.
12 DOI-indexed papers on Zenodo. Active DARPA ERIS submission.
Rust / C++ / Python / Tokio / WebAssembly / CRDT / MCP
New York / linkedin.com/in/matthewbusel / mattbusel@gmail.com / medium.com/@mattbusel
