Understudy is an autonomous AI agent framework that operates computers through natural language instructions. It observes user actions to learn behaviors and can control GUI applications, browsers, shells, and messaging platforms. The system supports multiple model providers (OpenAI, Anthropic, Google) and emphasizes local execution with user-owned data.