There’s an emerging pattern in agentic systems and this project is a great example.
A deterministic layer like a compiler or generator of code with some kind of IR that the LLM generates and feeds it with.
I feel we will be seeing this more and more in the near future.
A well designed intermediary enables both validation and control over the output independent of the AI. This changes the interaction model between human and AI from delegation to collaboration.
When I first saw Claude generating PPT decks by writing Python code instead of making the XML directly, it was sort of an "aha moment" for me. This seems to be the path for many things. It also feels slightly limiting, and like a hack LONG term, but 100% correct approach for a while.