This project demonstrates how to construct an AI Agent tool similar to Claude Code from the ground up, consisting of 12 lessons. Each lesson comes with a runnable Python file. The content progresses from the most fundamental Agent loop, incrementally incorporating functions like tool invocation, task planning, sub-agents, context compression, multi-agent collaboration, and autonomous execution, ultimately building a comprehensive AI Agent system.