This is a great perspective on where automation is heading. The shift from single AI assistants to multi-agent systems feels less like adding more AI and more like designing a real collaborative team. What I find interesting is that the biggest challenge won’t only be creating smarter agents, but building better coordination, trust, and evaluation systems between them. A researcher agent, planner, executor, and reviewer working together can unlock much more reliable outcomes than one model trying to do everything alone. The future of AI automation will likely belong to those who understand both the technical architecture and the human workflow behind it. Exciting times ahead.