Knowing what you don't know and knowing how to get qualified information from people around you makes up for a lot of not having a programming background.
If anything, the managers with technical backgrounds who weren't active programmers tended to significantly underestimate the difficulty of doing something because back in their day, things were different or some such nonsense.