I am using MX Keys with Options+ Beta. The keyboard is plugged in and fully charged. Options+ shows a warning message about low battery (see attached image). The warning message disappears as soon as the keyboard is unplugged.

I love the backlighting features of the keyboard. It would be nice if there is an option to keep the backlight stays ON when the keyboard is plugged in.