Orchestration scenarios — CCA-F Exam Prep

L3.03|Orchestration scenarios

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Orchestration decision tree

Not everything needs an agent. Not everything needs multiple agents.

The CCA-F exam loves to test whether you can pick the right orchestration level. Too simple and you miss capabilities. Too complex and you've over-engineered.

NO AGENT

Deterministic task. Clear rules. Known inputs and outputs. Just run code.

SINGLE AGENT

Needs judgment. Shared context. Sequential steps. One conversation flow.

MULTI-AGENT

Truly independent subtasks. Different data sources. Parallel execution beneficial.

5 scenarios. For each one, pick the right level.