Seedvault as Backup Solution
I really like Havoc OS and have been using it on my OnePlus3 for years. Thanks for all the work!
So far my (data) backup strategy is a combination of Nandroid backups before every update (~so almost every month) and a mirroring of photos and important folders using SyncThing.
Backing up the apps and app data automatically currently only works with root, as far as I know, which I don't consider oiptimal.
Apparently, LineageOS and other custom roms have implemented an open-source solution for backing up data with seedvault, which does not require root, but should be integrated directly into the system (ROM). That would be a very desirable feature in my opinion.
Usefull Links
https://www.xda-developers.com/lineageos-seedvault-open-source-backup-solution/
https://github.com/seedvault-app/seedvault