Why LLM Cost Dashboards Are Not Enough — The Runtime Enforcement Gap

The author identifies a critical gap in LLM cost management in production: while observability tools exist, runtime budget enforcement is largely missing. He argues that discovering high bills at month-end via dashboards is too late and introduces LLMeter, an open-source tool for per-user cost attribution and budget alerts.