Using the same participants

I ran 2 user testing with a 3 months gap between. In the first one, I've tested the current design and functionality of the app with 6 scenarios. The later one, I conducted the test with new design prototype by utilising same scenarios.

I used same participants in both study. Is it harmless to use same participants or would it be better to use same profile but different participants?