Genuine question, what would you use instead and why?
Commodity equipment running specialized distros of Linux is a growing thing however.
Linux RT merge: https://git.kernel.org/pub/scm/linux/kernel/git/torvalds/lin...
Also RTOS tend to have a lot of verification work applied so that you can be confident some facilities just won't fail.