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Introduction: The Cost Visibility Crisis In the tumultuous world of cloud computing, many engineering teams find themselves drowning in unforeseen costs—arising primarily from poor resource visibility. A staggering 60% of firms I've encountered struggle with exorbitant bills stemming from a lack of robust tagging practices. Unlabelled resources