The Autonomous Stack provides a comprehensive architecture for building autonomous AI agents using Claude, including wake-cycle prompts, macOS launchd scripts, Postgres approval-inboxes, and live scoreboard templates. It is designed for developers who want to automate tasks with AI but need a structured approach to implementation. The stack simplifies the process by offering tested modules that handle various aspects of agent management.