The AutoGPT repository has surged on GitHub as a leading framework for autonomous AI agents. It enables LLMs to self-prompt and execute multi-step tasks without constant human intervention. This shift moves AI from a chat interface to an active worker. Developers can now build self-directed pipelines that automate complex research and coding workflows.