I think we would have been okay in Austin, but the things I've heard from close friends from Texas are:
1) Austin is not like SF Bay Area at all. People around here seemed convinced by the myths that Austin was like a liberal oasis in a Republican desert but it's not like that at all. It's more liberal than rural Texas but it's still Texas.
2) There's only desert and rolling hills for 3+ hours around. No water, no mountains, etc unless you make a long road trip. It's not like the SF Bay Area where you have water, desert, mountains, etc all very close by.