I’m not the person you asked the question of. I’m a fellow novice homelaber.
I use Kopia to backup my data folders and Docker container data. Works really well. The project for this weekend is to set offsite backups to be uploaded to iDrive.
When I update I use this:
sudo apt update && \ sudo apt upgrade -y && \ sudo apt full-upgrade -y && \ flatpak update -y 2>/dev/null; \ sudo apt autoremove -y && \ sudo apt autoclean && \ sudo journalctl --vacuum-time=7d








My organisation has fired a bunch of people and plans to replace them completely with AI. They’re pushing us to use it. Soon it will be mandatory to use ambient, always on AI for all information recording. There’s mention of working areas AI camera surveillance to monitor for efficient use of man hours (don’t know whether the tech is developed enough for this or how practical this is). The guy working above me is doing some sort of degree in implementation of AI in business and his answer to a lot of problems is “AI could probably do that for us”. Meanwhile we get training to tell us that we will personally be held accountable for any errors in the AI output we use, and we will be held responsible if we input any information that was would be deemed confidential or sensitive. BTW, copilot is already activated for all our work outlook, calendar and one drive accounts and has all that data; so not sure what would be considered more sensitive information to give.