OpenAI Billing

AI Observability Bill Shock — 200% Cost Increase

The author experienced a 200% increase in their OpenAI bill due to untracked silent failures and inefficient prompt testing, highlighting a common problem of 'flying blind' with LLM API costs. They advocate for tracking costs per model, per user, and per day with budget alerts, as aggregate dashboards are insufficient for attribution.