There is nothing wrong with giving him supplements for stronger joints. I would disuss this would the vet to make sure that you are giving the correct types of supplements.
I had a cat that needed cosequin. At one point I stopped giving it to her because I thought she was "all well" and she started her symptoms up again. Best of luck.