Cloud problems rarely start as one obvious failure.

-> Sometimes the bill improves, but nobody can explain which product benefited.

-> Sometimes GPUs are reserved, but the workload is not ready for the window.

-> Sometimes caching makes the product faster, but nobody owns refresh.

-> Sometimes the provider looks available, but users in one region still feel slow paths.