I've become accustomed to the fact that it's beyond clear that pre-Musk engineers pushed changes to the servers live without testing them first, and didn't even bother doing an incremental roll-out either. Either they had no engineering culture, or that culture was gutted long before he arrived, because Twitter had problems with frightening regularity.