And what about knowing a reasonable amount of a few topics? In this case, knowing a little bit of operating systems, computer architecture and computer science

And what about knowing a reasonable amount of a few topics? In this case, knowing a little bit of operating systems, computer architecture and computer science (the more theoretical things as algorithms, complexity...) will make you a better programmer, if only because you will be able to think about your program at different levels if needed.