We hit a cloud bill spike — and it triggered a deep audit.
Wins:
- Moved to spot instances for stateless workloads
- S3 lifecycle policies cleaned up old logs
- Consolidated VPC endpoints
Tip: tag aggressively and review cost by tag monthly. A single forgotten NAT gateway can cost a lot.