What always got me is that, for at least the first several years, Google couldn't get their store page to handle the load when they were releasing a new phone and it'd be crapping out for days.
Steam still craps out during large sales. I really wonder how Valve calculates that it's fine to keep losing out on (cumulatively) hours of sales each time.
