projects
Open-source tools for AI agents.
research-loop
Agentic experimentation protocol inspired by @karpathy's autoresearch — enforces experiment discipline through tool visibility.
typescriptmcpai
protomcp
A language-agnostic MCP runtime with hot reload, dynamic tools, and server-defined workflows.
gomcptypescriptpythonrust
harness-ml
An Agent-Computer Interface for AI-driven machine learning — structured MCP tools replace boilerplate code.
pythonmlmcpreact
march madness
15-model stacked ensemble for NCAA tournament prediction — 250+ experiments, reverse-engineered Nate Silver Elo, and the project that inspired harness-ml.
mlpythonsports