Sure, Conan and Andy could have rented a car to make the drive down to San Diego, but then they wouldn't get to play that cool flame-thrower guitar on the way. 

Remember, if you're going to be traveling on Fury Road, be sure to pack plenty of snacks and spray paint. There are like, ZERO rest areas.