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vCodeX's API bill hit $14,200 in March, mostly waste from routing every query to premium models. An automated gateway that inspects payloads and routes to appropriate tiers slashed LLM API spend by 40% to 60%. The gateway uses deterministic local processing, not a classification LLM, to stay under a 10-millisecond processing ceiling.
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Summary by ByteBrief
Local LLM controls Proxmox node