It???s really just a question of emphasis??? if you work in a context where the microscopic distribution is what matters, then ???adiabatic??? means slow, and everything is over long before heat is an issue; if you work in a context where heat flow is important, then ???adiabatic??? means fast, but the individual gas molecules are moving so fast that you can???t keep track of them.