Cutting Cloud Waste Systematically

You have the vocabulary. You can read the bill. Now the CFO wants twenty percent out and engineering wants none of it broken.This is the optimization playbook of the FinOps track. Written for the FinOps practitioner, cloud engineer, platform lead, or optimization analyst who needs to actually cut the bill - safely, defensibly, and without a Monday-morning outage.Follow the fictional Alderline optimization team - five named practitioners each owning a specific waste surface - through ten practical chapters:* Where waste actually hides - the six categories, why the biggest line item is rarely the wastiest* The waste detection playbook - observation windows, percentile-based rightsizing, confidence tiers* Rightsizing compute - workload shape not average, containers and serverless, the safe-resize workflow* Rightsizing storage - the tier ladder, lifecycle policies, snapshots as compound cost, data egress* Idle and orphan resources - the taxonomy, the ownership problem, safe decommission, preventing regrowth* Autoscaling done right - scale-out is easy, scale-in is hard, target tracking vs step vs schedule* Commitment discounts, Part One - RIs and Savings Plans, coverage vs utilization, sizing a first commitment* Commitment discounts, Part Two - portfolio-scale management, layered coverage, exchanges and renewals* Automation and guardrails - rightsizing as code, scheduled scale-down, the automation escalation ladder* Building a continuous optimization cycle - a working quarter-by-quarter programTen chapters. Safety first, then rightsizing, then commitments, then automation. The FinOps optimization playbook.