One pitfall might be how much ram is in your system? If it's only 2GB stick with Snow Leopard. If it's 4 GB check out Mountain Lion as suggested.
Also, how much longer before you think you will be replacing the Air? If it's under a year and the features in Mountain Lion don't matter to you it may not be worth upgrading.