"The thing that hath been, it is that which shall be; and that which is done is that which shall be done: and there is no new thing under the sun. Is there any thing whereof it may be said, See, this is new? It hath been already of old time, which was before us. There is no remembrance of former things; neither shall there be any remembrance of things that are to come with those that shall come after." (Ecclesiastes 1.9-11, King James Version)

Part 1.

Is your LLM-related task too complex to fit nicely into a single prompt (almost all real-world tasks are)? Is it not linear enough to implement as a simple pipeline (for example, does it need a validate-retry loop, which many real-world tasks do)? Does this mean you have to go multi-agent?

Part IV: MotleyСrew design choices