Decentralization is not atomization. It is self determination with properly sized groups of people where their views can be better expressed in legislation as needed.

It could be at the level of a state, or if the state is too tyrannical at the level of a county. It can be done peacefully as many states have already shown can be done over recent decades. They are able to defy federal orders without bloodshed.