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A team observed that both automated evaluation scores and user thumbs-down rates increased in the same week, suggesting a mismatch between objective metrics and user satisfaction.
Jack Dorsey reflects on Twitter's early mistake of not instrumenting usage, leading to frequent outages (Fail Whale), and how he applied this lesson at Square by building an admin dashboard and measurement culture.