Regardless of how often you ship, things still break sometimes though right? And you still need to find out why when they do.

The point is that under the traditional model, ops is responsible for the debugging, and they are typically already familiar with the infrastructure. Of course, things in organizations are rarely neatly isolated like this, so certainly developers would help with the debugging in many other, and having infra expertise will help.