May I recommend you try Debian and its package `unattended-upgrades`.

Besides, I recommend servicing the device every so often. People create weird failure modes (putting too many files onto the device, clicking at random in menus). I also recommend setting up a backup.

As a figure of speech: Nobody is expected to service a car on his own. You'll get professional help every so often.