I know that if you are from the United States you don't need a Tourist Visa, you only need your passport to visit. But I hear that you can stay almost three months without applying for a Visa?
I think that is about right with one catch. Tourists can not work in Aruba so if you were to find any sort of work then you would have to apply for a Visa.