Magnetron is a compact ML framework that reimplements core ML infrastructure including tensor system, autograd engine, operators, and execution model in C with a Python interface. It targets developers who want full control over execution and memory without the complexity of larger frameworks. Includes example implementations for running real models including Qwen3 and GPT-2 inference.