Day 43: When hierarchy helps multi-agent work scale
Why hierarchy helps when work has real layers of authority and responsibility.
Jul 4, 20263 min read
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Series
Multi-Agent Design Patterns
A practical pattern catalog for multi-agent systems. This series explains hierarchy, dynamic dispatch, pipeline handoffs, peer collaboration, shared blackboard state, and debate-with-judge patterns through production ownership and reliability questions.
Day 44: Why dynamic dispatch needs ownership rules
Why dynamic dispatch needs visible routing decisions and clear final ownership.
Jul 5, 20263 min read
Day 45: Why pipelines make AI handoffs inspectable
Why predictable AI workflows often benefit from pipeline structure before agent autonomy.
Jul 5, 20263 min read
Day 46: Why peer agents need protocols, not vibes
Why peer agents need communication rules, round limits, and a final decision owner.
Jul 6, 20263 min read
Day 47: Why shared state needs structure and attribution
Why shared state needs structure, attribution, and versioning to stay debuggable.
Jul 8, 20263 min read
Day 48: Why AI debate needs a reliable judge
Why AI debate is only useful when the judge has reliable criteria.
Jul 11, 20263 min read