Multi Agent & Parallelization — CCAR-F Practice Question
A representative Claude Certified Architect - Foundations (CCAR-F) exam question on Multi Agent & Parallelization. Work through it below, then read why each option is right or wrong.
Short answer
The correct answer is C. A coordinator delegates bounded parallel analyses to specialists, then synthesizes their structured evidence-backed reports.
The domains are separable and benefit from specialist context. Structured parallel handoffs preserve independence and keep the coordinator's context focused.
The Question
A due-diligence system must independently analyze legal, financial, and security evidence before a final synthesis. What topology is most appropriate?
Why C is correct
The domains are separable and benefit from specialist context. Structured parallel handoffs preserve independence and keep the coordinator's context focused.
Why the other options are wrong
Option A does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.
Option B does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.
Option D does not satisfy the requirement in the scenario. Review the explanation above: the correct choice (C) is the only one that fully meets every constraint stated in the question.
Key idea: Multi Agent & Parallelization
The domains are separable and benefit from specialist context. Structured parallel handoffs preserve independence and keep the coordinator's context focused. On the CCAR-F exam, questions in the "Agentic Architecture and Orchestration" domain test whether you can map a scenario's constraints to the right choice. Read the requirement carefully, eliminate options that violate any single constraint, and pick the one that satisfies all of them with the least operational overhead.
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