Chase, a developer, accidentally left a box unchecked while updating an Amazon Machine Image, causing hundreds of 100 GB storage volumes to persist after instances terminated. This mistake resulted in a $40,000 AWS bill, which was partially forgiven. Chase advises setting alarms for unexpected cost increases.