There's nothing particularly bad about JJs - they are extensively used in the front end of guitar amplifiers that get a much harder life than hi fi. It's relatively unusual for small signal tubes to fail early in their life, but it does occasionally happen.
@OP - it's not guaranteed that it's the tubes that are at fault. It could be a dry joint on a tube base, for example.