PROBLEM

Optimizing AI Agent Token Costs

Relying solely on Anthropic/OpenAI APIs for an AI agent can result in token costs exceeding $10,000 per month at maximum usage.

Updated: 4/10/2026

Host a virtualized large language model (vLLM) server, such as Qwen or DeepSeek, to power the AI agent's inference and reduce the token costs associated with external API usage.

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