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  • Home
  • About
  • Blog
    • The Pragmatic Programmer Series
    • E-Learning Standards
      • AICC
      • SCORM 1.2
      • SCORM 2004
      • xAPI
      • cmi5
    • AI Agent Engineering for Developers
      • The Agent Loop
      • Memory Management in Agents
      • Multi-Agent Systems

Agent Orchestration

A wide neon sci-fi illustration of a futuristic AI control room where multiple glowing robot agents work together as a coordinated system. Holographic panels, interconnected data flows, and linked task pathways in purple, blue, and cyan show how specialized agents collaborate, exchange information, and contribute to a larger shared workflow.

What Multi-Agent Systems Actually Are

AI Agent Engineering for Developers, Multi-Agent SystemsBy Sami14.10.2026Leave a comment

Most so-called multi-agent systems are really workflows. A true multi-agent system starts when agents can delegate or hand off work at runtime based on live task state. Here is the practical mental model developers need.

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