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Introducing CLI Agent Orchestrator: Transforming Developer CLI Tools into a Multi-Agent Powerhouse

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AWS introduces the CLI Agent Orchestrator (CAO), an open-source multi-agent orchestration framework that transforms developer CLI tools into a collaborative system for complex software development projects.

  • Enables multiple specialized AI agents to work together on complex tasks
  • Features hierarchical orchestration with a supervisor agent and worker agents
  • Provides session-based isolation and intelligent task delegation
  • Supports three orchestration patterns: Handoff, Assign, and Send Message
  • Maintains strong privacy by operating entirely in the local environment

Currently supports Amazon Q Developer CLI and Claude Code, with plans to expand to other developer CLI tools. The framework aims to solve complex development challenges by coordinating specialized agents across different disciplines.



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