The availability expectations gap is interesting from an education standpoint. Students are tought that 99.9% sounds impressive without contextualizing what that means in practice — roughly 8 hours of downtime per year. For a platform that millions of developers depend on as critical infrastructure during work hours, that math hits very differently than it does for a consumer app.