How to Build a Self-Designing Meta-Agent That Automatically Constructs, Instantiates, and Refines Task-Specific AI Agents

This tutorial demonstrates building a Meta-Agent system that automatically designs and instantiates task-specific AI agents from simple descriptions. The system dynamically analyzes tasks, selects appropriate tools, configures memory architecture and planners, then creates fully functional agent runtimes without relying on static templates.