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Hierarchical Agent Systems

Master hierarchical multi-agent architectures with manager-worker patterns

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Command Flow Patterns

In hierarchical systems, how commands flow determines efficiency. Different patterns suit different scenarios: sequential for dependent tasks, parallel for independent work, and cascade for multi-level coordination.

Interactive: Command Flow Simulator

Explore different command flow patterns:

Sequential Flow

Commands flow one at a time, waiting for each to complete

Manager
Issue command to Worker 1
Step 1 of 6
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When to Use:

Tasks depend on previous results. Each step must complete before the next begins.

✅ Best Practices

  • •Clear command syntax prevents misinterpretation
  • •Timeout mechanisms prevent infinite waits
  • •Acknowledgment messages confirm receipt
  • •Progress updates keep managers informed

❌ Common Pitfalls

  • •Skipping intermediate managers creates bottlenecks
  • •Workers reporting to multiple managers causes confusion
  • •Unclear failure handling leaves tasks incomplete
  • •No retry logic makes system fragile
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