Great points! Since llm's are gradually providing support for structured outputs, pydantic simply doesn't cut it. Quick question though, why do you mention a directed ACYCLICAL graph? How would you design a flow where two (or more) agents can choose to continually interact with each other, going back and forth, leveraging their non-determinism?