Most states have written into laws/codes that transport of species listed as protected within the state, or states that require importation permits have a 3 day grace period to make it across the state before having to obtain licenses or permits. NM is one such state, if memory serves me correctly.
I'm not recalling CA regs specifically on native stuff, but I do remember something about having a permit for keeping/breeding. Hopefully one of the CA folks will chime in.
The other option is having the animals shipped overnight once you're in CA. The problem with that is having someone back in ATL that you can trust and has the knowledge/ability to package up and ship your stuff properly.