From “Zero to Five” AI Agents: What I Actually Learned Building My First Multi-Agent System

Plan of Multi Agent System. Designed by Gemini after explaning all my workflow A few weeks ago, I decided to build my first multi-agent AI system - an automated content pipeline that researches, strategizes, drafts, and edits financial articles. Here is the full GitHub project: GitHub - ingsanchezgarzon/agente-contenido As someone diving deep into tools like Claude Code, I read the tutorials. But the real magic (and the real struggles) happens when you actually start doing, testing, and failing in your own code editor.