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Practice — Multi-Agent Orchestration (5 questions)

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Single Agent or Five? Justifying the Architecture Permalink →

A product manager asks you to design "an agent that reviews a pull request and leaves comments." A colleague's first sketch: a supervisor agent that spawns five parallel review agents (correctness, security, performance, style, test coverage), plus a synthesis agent that merges their comments — six agent invocations per PR.

  1. Before accepting or rejecting that design, what questions do you ask to determine whether it's justified?
  2. Give a rough cost comparison (in agent-invocations or token terms) between the six-agent design and one agent reviewing the PR end to end.
  3. Under what conditions is the six-agent design actually the right call, and under what conditions would you push back and recommend a single stronger-model pass instead?

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Designing the Handoff Between a Research Agent and a Writing Agent

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Pipeline or Barrier: Auditing 200 Config Files

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Debugging a Multi-Agent System That Costs 4x More Than Planned

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Blackboard vs. Isolated Workers for a Multi-Service Incident Investigation

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