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10 min readAI & ML

Practical Multi-Model AI Agent Orchestration

Building an MCP Agent Dispatcher: how circuit breakers prevent API cost overruns, how Registry/Strategy pattern unifies three AI model interfaces, and lessons learned from real collaboration incidents.