Two words: selective herbicide.

Keep it away from flowers and the like, but it will kill all kinds of weeds and the grass will continue to flourish. Go to your neighborhood Home Depot (I can think of at least three in the Mesa/Chandler area) and ask someone in the lawn and garden section.