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Anthropic · CCDV-F

Agent architecture

CCDV-F · Lesson 1 of 21 · 3:51

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In this lesson

Prepare for the Claude Certified Developer – Foundations exam, on the exam guide version 1.0, effective July 2026. In this lesson: workflows versus agents, starting with the simplest design, the workflow patterns (prompt chaining, routing, parallelization, orchestrator-workers, and evaluator-optimizer), supervisors that plan, delegate, and synthesize, and when subagents help or hurt. Includes three original practice questions.

Preview the topics
  • Driftwood’s refund requests follow a fixed policy: check the order, check the delivery date, then apply one of three outcomes. Which architecture fits best?
  • A lead agent sends each subagent the same short line: “research the competitors”. Three subagents return the same three companies. What is the most likely fix?
  • Driftwood’s team wants to split a tightly coupled refactor across five parallel subagents, each editing related files. What is the best advice?