Azure goes down all the time. On Friday we had an entire regional service down all day. Two weeks ago same thing different region. You only hear about it when it's something everyone uses like the portal, because in general nobody uses Azure unless they're held hostage.
(couldn't resist adding it. i acknowledge this comment adds no value to the discussion)