[bhuber]

I should have been more clear; I was mainly disagreeing with your first sentence. The rest mostly makes sense to me. Ad-hoc analysis was only one example, you could easily replace it with working on a prototype, where part of your goal is to find mistakes by making them, as that is often the most efficient way to discover what the problems with your design are.