co-pilot excels in writing tests. It removes so much of the tedium and boilerplate. It seems to understand fixtures once you define one and understands subsequent changes to the boilerplate such as changing usernames, ids, appending items to lists. It is such a massive boost in productivity that those using it are way ahead of those who resist.