Most Real-Time Platforms Don't Fail From Scale. They Fail From Ambiguity

A lot of engineering teams spend time preparing for scale before they prepare for ambiguity. That sounds backward at first, but in practice ambiguity is what breaks many real-time systems long before traffic does. Not infrastructure ambiguity. Operational ambiguity. The kind that shows up when a system technically works, but nobody can clearly answer basic questions like: What state is this request in right now? Why was this user routed here? What happens if the assigned expert never responds? W