Super caps last a life time and don't fail like just like LED's vs. lamps. They are not like the old conventional caps which swell and fail due to cycle, age and heat.
No worries here, I have 4 in operation for several years now and 12 more in stock ready to retrofit should I need them.
If you experience a failure , it's most likely been self induced by operator error.