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Agent Orchestrator is a robust solution designed for managing and coordinating AI agent systems in production settings. It offers four distinct, production-oriented orchestration strategies, each packaged as a separate server, allowing users to select the most suitable model for their specific workload requirements. These strategies range from predictable centralized queues to dynamic market-based bidding systems, ensuring flexibility and efficiency in managing heterogeneous agents and long-horizon tasks, with detailed guidance on deployment, reliability, security, and observability.