Great read. The concept of "compiled deliberation" versus runtime reasoning is a useful way to think about building cost-efficient AI systems. I especially liked the discussion around failure modes and the importance of routing back to deeper reasoning when automated workflows stop matching reality. Thanks for sharing this perspective.