Explore the intersection of team structure, software architecture, and complexity science in this thought-provoking conference talk from GOTO Amsterdam 2022. Delve into the concept of Team Topologies and its relationship with high-performing software development organizations. Examine the emergent phenomenon of complex adaptive systems and their implications for organizational design. Learn about corporate metabolism, identifying signs of aging in systems, and strategies for scaling complex adaptive systems. Gain insights into creating and scaling high-performing software teams and organizations through the lens of complexity science and modern software development practices.