Social and Web Networks are caves of knowledge, how do you save and organise everything you learn?

I've spent so much time on the web learning new ways of doing things, then seeing them summarized perfectly in Twitter threads. The problem is - it's cumbersome to save everything in one place and I haven't found a tool for easy tagging of Twitter threads + web links + my own notes. How do you guys do this?