Multi-Agent AI Systems: When to Use Them, How to Build Them, and Why So Many Fail

You know when you are trying to solve a complex problem with AI and it feels like a single model cannot handle the job? I have been through that several times. It is like when you ask an AI agent to do several things at once and it simply freezes, takes forever, or gives mediocre answers to everything. That is when I dove deep into the world of multi-agent systems, and man, I learned that this…