Even things that do scale, don't often scale automatically. If I spring for Heroku to host my blog over GoDaddy, it's still going to go down the minute it hits

Even things that do scale, don't often scale automatically. If I spring for Heroku to host my blog over GoDaddy, it's still going to go down the minute it hits the front page of Hacker News.