It was a Tuesday morning. The AWS bill had jumped from $6,200 to $8,700 in a single month.

My first instinct was to open Cost Explorer. I filtered by service, drilled into EC2, switched to daily granularity, added a usage type dimension. Two hours later I had a beautiful set of charts showing me that yes, EC2 costs had gone up. I still had no...