My "city" and "county" are both controlled by Republicans, and have been for their entire history essentially. When it comes to permits and other invasions of privacy and land ownership, they don't really differ in any way from the bigger city they neighbor. There is no rule that the suburbs of cities like Austin, Dallas, Houston, etc.. have to have nearly the exact same rules as their "hub" city when it comes to permits and other such things. We can blame it on the larger city that is run by Democrats, but that seems to be passing the buck in this situation.
It's a too many bu**holes per square inch issue. The more people, (regardless of what political affiliation they have), the less freedom you are going to have. The types of people that like getting into everyone else's business are going to show up, regardless of what letter they need to have next to their name on the ballot.