AWS Cost Optimization: Eight Technical Strategies for Continuous Cloud Spend Control

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A senior cloud operations engineer with over six years of AWS experience has outlined eight practical strategies for controlling cloud costs without sacrificing performance or scalability. The approaches span compute right-sizing, storage tiering, commitment-based pricing, and non-production environment shutdowns, with AWS advertising savings of up to 90% on certain workloads. Each strategy integrates automation tools such as EventBridge Scheduler, Lambda, and Karpenter to reduce reliance on manual intervention. The framework treats cost optimization as a continuous control loop — measure, detect, act, and govern — rather than a one-time exercise. Key AWS services involved include Cost Explorer, Compute Optimizer, Savings Plans, Aurora Serverless, and Organizations SCPs for governance.

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