This depends on how you plan to administer your system:
If you are going to store the links locally, archive them and have an admin system so you can remove links that you notice are going dead. Then you can store the links indefinitely.
If you are not going to have a local admin system then it is best to only store the links for a day or two before either removing them or verifying they are still on the feed