Cloud cost ops worksheets for unpredictable training spend

Every squad maintains a rolling four-week forecast with optimistic, expected, and stress columns.

Spot usage includes a manual “pain budget” column for teams to note how many interruptions they can tolerate per week.

We reconcile invoices against tagged projects every month; discrepancies become curriculum examples in the cloud cost ops module.