Even towns in the 'habitable' area get in the upper 40C [115F] regularly during summer. The last three years have been relatively cool, but in between 2008-2012 there were days where Melbourne and Sydney basically had to shut down because the heat made infrastructure unusable without damaging it.
There is hardly any water and the cities were designed around cars far more than any city outside Los Angeles. Add a population that's three times what the neighborhoods were planned for and you see why Mad Max was thought up here.
[0] https://www.theatlantic.com/international/archive/2013/01/it...