How I Built a Multi-LLM AI Agent System for Hospital Management

A hospital management system using multiple LLM providers was built to prevent downtime. The system uses a router with structured output, fallback mechanisms, and optimized tool selection to ensure continuous operation. This design is critical for hospital management systems where downtime is not an option. To replicate this, over-engineer the router and optimize each AI agent for its specific task.