PotemkinOS is a minimalist Linux image with no userland that relies on a local AI model to generate user-space programs on demand through a chat interface. The system provides only a kernel, inference engine, C compiler, and eight basic tools, forcing the model to write its own shell, utilities, and applications as needed.