Chips?
 

I was eating a bad of Sunchips earlier and suddenly felt like inquiring about adding a chip/tuner to my truck. I don't honestly have the time to search through wydopnthrtl's thread right now, as I'm sure it would answer my question.
What are the pros/cons of doing something like this to my engine? What all would be required?