OP here.
I fixed it.
If you're experiencing this problem, do the following,
>Click Steam in the top left
>Click Go offline...
>Click on Update for the Steamworks games that wont launch
>Should replace Update with Play
>Play one or two of them
>Exit
>Switch back to Online mode
>Steamworks updates without issue
I am afforded more time before switching to Linux.