Learning code even pseudo code will teach you to think about how you solve something, it will allow you to think with the developer and most importantly you will be able to have informed opinions about the development phase.
The world would be a much better place if more people knew about coding, what it is and what it isn't.
Thats at least my experience from working with developers and being able to do some coding without ever calling myself a developer.