Token bloat can make AI pipelines cost ten times more – optimize prompts before production
Most AI pipelines explode in cost after demo because hidden token waste multiplies with traffic. Every system prompt, history, and retrieval adds tokens, inflating API bills, latency, and hallucinations. Treat token usage as an architectural concern and redesign prompts, caching, and routing to slash expenses before scaling.