Calling it the "California Summer BOGO," you'll need a coupon to take advantage of the offer. You can print out the coupon from here and see the list of participating locations as well.
As is typical of these deals, it is one coupon per person per visit and is not valid at supermarket locations (specifically Safeway, Vons, and Pavillions). Further details are on the coupon.