On My Own Account. It can be a real savings account at the bank or just a ledger or spreadsheet. Every time you do not buy the extended warranty, or trip insurance, or decline the collision damage waiver on a car rental (which is probably covered by your credit card anyway), or take a larger deductible on an insurance policy, deposit the money you saved into that account.
