How I Built a Multi-LLM AI Agent System for Hospital Management
Dev.to AI
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Generative AI
How I Built a Multi-LLM AI Agent System for Hospital Management When your LLM provider goes down, the hospital can't wait. Here's how I designed a system that never stops. Every AI you see on Twitter works with one LLM provider. But what happens when that provider hits rate limits at 8 AM - exactly when your hospital staff needs their morning revenue report? I learned this the hard way. After my AI agent failed three mornings in a row because OpenRouter was rate-limited, I rebuilt the entire system from scratch.