agent-collaboration

Agent Orchestration

A method for multiple AI agents to work together on complex tasks by sharing a common workspace, context, and files—eliminating manual handoffs between separate interactions.

Core Principles

• Shared workspace: Agents collaborate within a single environment instead of isolated chat sessions
• Context preservation: Continuity of task context across agent interactions
• File sharing: Agents access and modify shared documents during collaboration
• Orchestration: Central system (e.g., claude-code) coordinates agent roles and handoffs
• Sub-agents: Specialized assistants within Claude Code that address challenges in context management and tool selection by using task-specific configurations (customized system prompts and tools) 2026 04 14 Mastering Claude Code sub agents

Implementation Example

• Claude Code AI Work Team (Grace Leung, 2026): Uses claude-code to build orchestrated agent teams where:
  • Agents share context and files without user intervention
  • Complex tasks (e.g., code generation, analysis) are decomposed across sp

Source Notes

• 2026-04-14: # Detailed use of agents for a SME business --- --- https://www.youtube.com/watch?v=_PxkYZ_4z50 Patrick Ellis This video features Patrick, a CTO and co-founder of a startup, sharing insights from his talk at Microsoft on achievi (Detailed use of agents for a SME business)
• 2026-04-08: Obsidian and Claude Code AI for Automated PKM with GitHub Sync Clip title: Obsidian + Claude Code: The Second Brain Setup That Actually Works Author / channel: Eric Tech URL: https://www.youtube.com/watch?v=Y2rpFa43jTo Summary The video demonstrates how to cons (Obsidian and Claude Code AI for Automated PKM with GitHub Sync)
• 2026-04-10: Claude Managed Agents: API Suite for Building and Deploying Autonomous AI Agents Clip title: What is Claude Managed Agents? Author / channel: Claude URL: https://www.yo (Claude Managed Agents API Suite for Building and Deploying Autonomous AI Agents)
• 2026-04-10: OpenClaw and Obsidian Integration for Enhanced AI Agent Memory and Collaboration Clip title: OpenClaw + Obsidian gives you super powers Author / channel: Alex Finn URL: https:// (OpenClaw and Obsidian Integration for Enhanced AI Agent Memory and Collaboration)