In this session you will learn about multi-agentic AI systems and what their benefits over traditional single LLM applications are. Besides this generic overview I will introduce you to a framework for multi-agentic AI systems called Autogen and demonstrate in real world examples how such systems can be built, operated and tested and what we need to keep in mind when designing them.