Then I discovered Heroku. I would have done anything to have this when I started out. The platform teaches (forces) you how to build a scalable architecture. You can try out new ideas for apps for essentially nothing (1 dyno is zero dollars). Since moving to Heroku I spend about 5% of my time working ops. The craziest thing is I've actually saved money since switching from dedicated hardware to Heroku. I was really bad at configuring servers and the stuff I built was inefficient and expensive. Heroku's cloud stacks are optimized better than my old hardware environment.
Heroku's architecture is great for wild traffic swings common with Facebook apps. Well except for their database services. They don't seem reliable or scalable. I prefer RDS.
In sum, Facebook and Heroku is a great starting place for learning to build web apps. I would have done anything to have this tech four yeas ago.