Orchestrated System

A coordinated framework where multiple autonomous agents collaborate through shared context, workspace, and file systems to execute complex tasks without manual intervention, moving beyond isolated chatbot interactions.

Key Characteristics

• Shared Context: Agents maintain persistent context across interactions (no copy-pasting between sessions)
• Unified Workspace: Collaborative environment with shared files and state
• Task Coordination: Agents dynamically assign roles (e.g., Planner, Worker, Critic) under a coordinating “Orchestrator” layer for complex workflows
• Autonomy: Agents operate independently while adhering to shared objectives

Implementation Examples

• Claude Code AI Work Team: Demonstrates building an orchestrated system using claude-code where agents share workspace/files to collaborate on tasks (e.g., code generation, analysis). Includes comprehensive tutorial by Grace Leung: Building an Autonomous AI Work Team with Claude Code.
• IBM AI Trends: Multi-agent Orchestration in Practice showing Planner/Worker/Critic agent collaboration.

References

• 2026 04 14 Claude Code and agent team Grace Leung