RSS Is Still A Thing
But I got a bit bored with all that and wanted to give something else a try. Enter Tiny Tiny RSS.
Open source, self hosted web app with community themes. As long as you have a host and a DB, you point the installer at it, import your OPML file, add the cron job to crawl for updates and then it "just works".
Hey @kapgar, look what I'm reading.