Search around on HN.You will find a lot threads with Single Founder success stories in recent times.Probably more than Startup Success stories.Two names that come to mind are Instapaper and BigNoggins productions.
I think that a few posts on HN is hardly enough evidence to say that if you make apps you'll probably be making enough money to support yourself within a year of starting.