The most obvious solution, especially in the short term, is to take out a jointcard with your spouse or request to be added as an additional card-holder for their preexisting card.
But we both keep an eye on our joint accounts (which makes good sense for a number of reasons, including monitoring identity and credit card theft), and we both discuss how our money is being saved and spent.