<p>We need genuine data literacy. Too much time and energy is being trapped in arguing about the most obvious facts of bad methods, bad statistics, and bad measurement. We need to define problems of data missingness, and poor operationalizations. We need a strong, robust working model of developer problem-solving, which will give us a shared language for what is NOT being measured. We need something to move toward, not just flailing against.</p>