If you want stability I would go with a custom OS, eg. no auto updates, only update parts of the system if you need/want to. And apply security/hardening in several layers. Make backups of course. Then you could leave it running, with really nothing to worry about except hardware failure. The problem is that when the hardware do fail, it might be difficult to get a CPU with the same architecture. (like 50 years from now)