amphibia was already in full production by 2018
From The Lost Media Wiki
amphibia was greenlit in its finalized form in april 2017, and we know they were storyboarding epiosdes by november 2017 at the absolute latest. in all likelihood, amphibiland was probably made in 2016/early 2017