This reads exactly like 'model driven development' and 'language workbenches' hype from 20 years ago.
Uncanny. Jet Brains has had that on early access since 2005. Literally 20 years ago people were dreaming about this new abstraction thing.
Text source code is a low energy configuration for representing software. Using LLMs is a much higher energy state.