How to stop sharing browsing with other apple decives?

I have multiple devices linked onto one apple id. I dont want to remove any devices, so how can I stop this? The tabs just pop up and its kind of annoying when someone else is using it. Also, i dont use safari, i use opera gx, so when i disabled icloud on safari it still syncs browing. How do I stop this?