I use a self-hosted wallabag for long-form articles that I want to get back to or are part of a particular string of research and it ensures I can always read it even if it disappears.

Bookmark wise I mostly just use the standard bookmark manager. I have considered a self-hosted syncing mechanism but I only have a few hundred bookmarks, it is stuff I use.