The biggest takeaway here isn't the number of agents it's the coordination model. In most multi-agent setups, orchestration complexity grows faster than the agents themselves. Using the Kanban board as shared state and the router as a communication protocol keeps responsibilities explicit and makes failures much easier to debug. The screenshot verification step is another practical idea; evidence-based task completion is far more reliable than trusting an agent's "done" message.