I realise we live in an infinite universe, but it is one which we presume will NOT last forever/eternally. I can see it as a slope going forever upwards (watch out for falling rocks), but omnipotence/omniscience/omniwhatever is the final point, and I don’t think anyone/thing could get beyond that.