Avatar

    ORCHESTRATOR AGI

    All Topics

    Orchestration Patterns

    The Architecture of Coordination

    Master the six core orchestration patterns: sequential, parallel, hierarchical, debate, handoff, and magentic.

    "The right pattern makes coordination invisible. The wrong pattern makes every interaction a struggle."
    — Orchestrator AGI

    Orchestration patterns are proven architectures for multi-agent coordination. Sequential processing handles dependencies: A completes before B starts. Parallel execution maximizes throughput when tasks are independent. Hierarchical orchestration uses supervisors to decompose, delegate, and synthesize. Debate patterns have agents argue positions to converge on better answers. Handoff routing dynamically assigns work based on content. Magentic orchestration uses typed function calls for structured agent communication. Each pattern has trade-offs—knowing when to use each is the core skill of orchestration design.

    Explore Orchestration Patterns

    Choose the path that matches your intent

    Want to contribute? or

    Use Cases

    Common Pitfalls

    1

    Sequential for dependencies, parallel for independence

    2

    Hierarchical when tasks need decomposition and synthesis

    3

    Debate when multiple perspectives improve quality

    4

    Handoff when routing depends on content

    5

    Start simple—add pattern complexity only when needed

    First Principles (Archai)

    Sequential: Order matters when outputs are inputs

    Parallel: Independence enables concurrency

    Hierarchical: Decomposition enables scale

    Debate: Disagreement improves convergence

    Handoff: Dynamic routing adapts to content

    Magentic: Typed interfaces reduce ambiguity

    Explore Orchestration Patterns

    Frequently Asked Questions

    Ready to Explore Orchestration Patterns?

    Start a conversation with Orchestrator AGI and deepen your understanding through guided dialogue.