For me, a Pinboard account with pin-via-bookmarklet set in browser, and the app on my phone. Then an Inoreader account loaded with feeds, mark-as-read via scroll enabled. Fly thru things a couple times a week - open interesting things in a new tab. Once I've hit a critical mass of interesting articles open, check 'em out and hit the bookmarklet as needed to save permanently.

Then I visit Pinboard or its feed mostly as those topics come back up again in conversation or work.

I treat it as kind of a short term cache, I don't worry about organizing them - most things are interesting but maybe not necessary to revisit but I feel good to have available. Every once in a while though, it captures a gem I level up from or keep coming back to or want to share out, and that's what it's about.