Recent discussions highlight the challenges and complexities of managing multiple AI agents, emphasizing that increasing the number of agents can lead to greater cognitive overhead rather than enhanced productivity. Additionally, there is a growing recognition of the need for a centralized control plane in AI workflows to ensure cost management, security, and oversight as organizations transition these agents from local environments to cloud-based systems.