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Anthropic CCA-F Exam Syllabus Topics:

Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions:

Question 1

An engineering team notices that Claude occasionally provides answers beyond the company's internal policy documents. They want responses to rely only on approved documentation whenever possible. Which solution is MOST appropriate?

A. Disable system prompts
B. Use Retrieval-Augmented Generation (RAG)
C. Shorten every prompt
D. Increase temperature to 1.0

Question 2

A company is building its first production Claude application. Which principle should guide the initial deployment?

A. Maximize prompt complexity immediately.
B. Start with a simple design and iteratively evaluate improvements.
C. Disable monitoring to reduce costs.
D. Optimize only for response speed.

Question 3

A financial services company plans to integrate Claude into an internal document analysis platform. The architects want to minimize exposure of confidential client information while maintaining high-quality responses. Which approach BEST aligns with Anthropic's recommended architecture?

A. Store every prompt permanently for auditing.
B. Replace Claude with a smaller local model regardless of task complexity.
C. Send every document without preprocessing to maximize context.
D. Remove unnecessary sensitive information before sending prompts whenever possible.

Question 4

Your control_device tool manages smart home devices through external APIs. When a device doesn't respond within the timeout period, the tool returns an error. Production logs show that the agent simply tells users "the device is not responding" without offering helpful next steps. Which error response structure would best enable the agent to provide useful follow-up?

A. Set is_error: true with a structured technical error containing the device ID, timeout duration, and raw API response code for debugging purposes.
B. Set is_error: true with a brief "Device offline" message and provide a separate tool the agent can call to retrieve context-specific troubleshooting suggestions.
C. Set is_error: false with an optimistic message indicating the command was dispatched successfully but device acknowledgment is still pending.
D. Set is_error: true with a message explaining the likely cause and suggesting troubleshooting steps the agent can offer the user.

Question 5

The coordinator agent has AgentDefinitions configured for all four specialized subagents, each with appropriate descriptions, prompts, and tool restrictions. During testing, you notice the coordinator correctly reasons about when to delegate - it generates messages like "I'll ask the web search agent to find sources on this topic" - but no subagent execution ever occurs. The coordinator then proceeds as if the delegation happened and continues with incomplete information. Logs show no errors. What is the most likely cause?

A. Subagent context isolation means task descriptions from the coordinator don't automatically reach subagents; you need to configure explicit context forwarding in ClaudeAgentOptions.
B. The coordinator's max_tokens setting is too low, causing the Task tool invocation to be truncated before the subagent type parameter can be specified.
C. The AgentDefinitions are configured correctly, but the coordinator's system prompt doesn't explicitly list the available subagent types, preventing the model from knowing they can be invoked.
D. The coordinator's allowedTools configuration doesn't include "Task", so while it can reason about delegation, it cannot invoke the tool required to spawn subagents.

Solutions: