Multi-Agent AI Isn’t What You Think: Here’s What’s Really Happening Under the Hood
Danilo Casim Jr.2026-09-03T04:25:45+00:00Multi-Agent AI Isn’t What You Think: Here’s What’s Really Happening Under the Hood What if I told you that a “team of AI agents” can sometimes be the same language model being called multiple times with different instructions? No digital employees sitting inside a virtual office. No group of AIs secretly gathering around a table to discuss your request. Behind the scenes, many multi-agent systems are built from something much more familiar: LLMs, tools, shared data, and software that decides who does what next. Once you understand that architecture, multi-agent AI becomes much less mysterious. So, What Is an AI [...]
