To avoid a runny pie filling make sure you use enough cornstarch in the homemade blueberry pie filling and cook it an additional few minutes after it starts to thickens. Never cut into a warm pie. It needs time to cool completely so the filling can set and thicken. A warm pie will definitely be runnier if you cut into it early.