Did you know where every page fault would happen, and manually check every memory access and fix the situation?

You didn't have to because there is an precise, robust non-checked exception handling system which takes care of that: the hardware catches the situation, dispatches a handler in the operating system which fixes it and re-starts your program at the original machine instruction to try the memory access again.