This presentation presents approaches to using games in the college classroom with an eye toward avoiding frequent pitfalls, especially with regards to assessment. It explores the types of skills that are best learned through games, misconceptions about the possibility of learning through play, and ways in which ungrading strategies can be used to appropriately assess desired student learning outcomes.