Once had problems with an internal drive so each device I run uses an external SSD/HDD. Anything important that has an “export data” or backup option such as Paperless I’ll export/backup & put that into Nextcloud. Nextcloud files are synced between multiple desktops, one of which then gets automatically backed up to a separate drive each week.

For all my other self host stuff I since deployed Kopia to perform nightly local backups of each thing I self host. Once per month a Kopia backup for each software gets moved to a separate drive.

On top of that, things I deem as particularly important get encrypted in Cryptomator & uploaded off site.

No doubt there’s probably better/easier ways but thats my current workflow.

Until they enforce government ID verification on every website & ban VPN’s. Mark my words, that’s what they’ll try to push under the guise of “save the children”

Actual AI for scientific research I’m OK with.

But AI shit crammed into literally everything. No sir, I hate it sir.

I dont work in IT so I may have misconceptions so I’m open to being corrected. What I dont understand is general AI/LLM usage. One place I frequent, one guy literally answers every post with “Gemini says…”. People just dont seem to bother thinking any more. AI/LLM doesnt seem to offer any advantage over traditional search & you constantly gave to fact check it. Garbage in, garbage out. Soon it’ll start learning from its own incorrect hallucinations & we won’t be able to tell right from wrong.

I have succumbed a couple of times. One time it actually helped (I’m not a coder, it was a coding related question which it did help with). With a self host/Linux permissions question it fucked up so badly I actually lost access to an external drive. Im no expert with linux, Im learning & managed to resolve it myself.

AI answers have been blocked from DDG on all my devices.