Why Your LLM Agent Costs 10x More Than Your Estimate

A detailed breakdown of why production LLM agent costs typically exceed estimates by 10-12x, covering token multiplication from system prompts, retry loops, conversation history, and tool calls, with concrete examples and solutions.