We're in Massachusetts, and our chickens are permitted by zoning, but we still had to answer to the Board of Health before the Town would issue a permit. The Board of Health wanted to know mostly about chicken manure management, which I think is valid.
I read the article in the original post and voted yes on behalf of the family, but perhaps if they could address any concerns the Board of Health had, it would solve itself.