LLM API cost monitoring best practices

LLM API cost is one of those production problems that looks small until the first real usage spike. A demo can run for a week and cost almost nothing. Then someone connects it to support tickets, batch processing, or an internal search tool, and the invoice starts teaching the architecture lesson nobody budgeted for. The mistake I see is tracking only total monthly spend. That number is too late …