It's amazing how often highly-polished web infrastructure gets put into the trash in pursuit of narrow objectives like avoiding a full page load. Very few applications actually benefit from being a single page. You tend to lose a lot more than you gain in terms of UX.

There are frameworks that navigate like this. Laravel is the first that comes to mind. I think Django and Spring do this as well.