Default cloud configurations are expensive. Right-size VMs to actual usage. Use Reserved Instances or Savings Plans for steady workloads.
Autoscale stateless tiers. Apply lifecycle policies to object storage (move cold data to archive).
Tag everything for showback/chargeback. Bills hidden in 'Untagged' are bills nobody fights to reduce.