Overbaking pumpkin pie can cause moisture and cracks to form on top of your pie filling while it cools. Be sure to take your pie out of the oven when the edges look dry but the center still jiggles slightly when the pie dish is gently shaken. Don't worry, the filling will continue to set as it cools.