Swarm Orchestration

概要

Swarm Orchestration enables the management of complex multi-agent workflows by leveraging advanced coordination patterns like mesh, hierarchical, and adaptive topologies. It provides a robust framework for scaling beyond single-agent interactions, offering automatic task distribution, load balancing, and fault tolerance to ensure resilient distributed AI systems. By integrating shared memory and performance monitoring, it allows developers to build sophisticated pipelines where specialized agents collaborate seamlessly on large-scale engineering tasks and automated workflows.

主な機能

• Performance monitoring with throughput and agent utilization metrics
• Dynamic load balancing and automated fault tolerance
• Parallel and sequential pipeline task execution modes
• Support for Mesh, Hierarchical, and Adaptive topology patterns
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• Shared memory coordination for cross-agent state management

ユースケース

• Scaling complex software builds across specialized coder, tester, and reviewer agents
• Implementing distributed AI workflows that require dynamic resource allocation
• Managing multi-stage production tasks with built-in resiliency and state persistence