It's funny because he didn't actually abandon it: he finished it, and just found he didn't need it anymore. It's still there, it's still done, and still could be useful to someone (or perhaps himself, in the future, who knows).

I did find it to be a funny twist that, in the act of building the app, he taught himself the thing that the app was supposed to teach him when it was done.