Hi, and thank you for this great article. The passage about the risk of turning every action into a confirmation is correct and particularly challenging. If the agent has to ask permission for everything, the system does not differ in any way from a “click-by-click” model, and maybe it would not even make sense.

Equally complex is understanding how to design thresholds, rollback and history well, therefore thinking not only about what AI can do, but also about how to make it possible to recover when it makes a mistake.