IME when starting a project from scratch, detailed upfront architecture specs are pretty much required to keep LLMs from flailing around too much (unless of course you build another cookie cutter CRUD webpage, those can simply copy paste from the millions of examples on the internet).

In a way it's a return to waterfall, just with faster implementation phases.