Cloud cost surprises in Kubernetes environments often stem from late feedback — developers learn about expensive architectural decisions weeks after deployment. The solution is to embed cost awareness directly into the internal developer platform (IDP) using the same shift-left approach that transformed security and compliance.
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The Timing ProblemGolden Paths Already Encode This LogicCost Visibility at the Point of DecisionCost Annotations in Pull RequestsCost Gates: From Visibility to GovernanceAI Workloads Demand a Different Cost ModelMeasuring Whether it WorkedThe Shift That RemainsRelatedSort: