I did find out that the post office is selling "forever stamps" at 41 cents each that are valid forever no matter what the price of stamps goes up to. You can purchase them here:
https://shop.usps.com/webapp/wcs/stores/servlet/ProductDisplay?langId=-1&storeId=10001&catalogId=10152&productId=36553&parent_category_rn=