I Don't Trust Apps

I don't trust those internet and TV ads about apps. They say they are free, but how do I know I'm not getting charged hidden fees after I download them? Do they really do what they say they're going to do? And all those gigabytes they use up! I just feel very uneasy when it comes to this kind of cell phone technology. I guess that makes me… app-rehensive?