Does your equipment always change on its own?

[Jarazz]

So does it always change on its own in every new memory or does that magic armor somehow let you keep the equipment from previous memories or etc?

Because i grinded (did not get magic armor) but then next memory i had weaker equpment and i dont want to do that again.