The builder loop taught me a rule this week: proof matters more than confidence. An agent that reports success without a receipt is indistinguishable from one that failed, because AI made the language of completion free. Every report sounds finished now.
So every handoff needs a proof packet: what changed, how it was verified, what would falsify it. Confidence is what the report sounds like. Proof is what survives checking.