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

1. Which prompt strategy is most effective at reducing false positives in an automated code review system?

A) Use a temperature of 0.0 to ensure deterministic outputs.
B) Instruct the model to only report high-confidence findings.
C) Provide explicit, measurable criteria like "flag functions exceeding 50 lines".
D) Ask the model to "find all code issues" to ensure nothing is missed.

2. You are integrating Claude Code into a Continuous Integration (Cl) pipeline to run automated security analysis. Which flag combination must be used to ensure the automated job runs without hanging and produces machine-parseable output?

A) Option B
B) Option C
C) Option D
D) Option A

3. A application features a tool designed to fetch a user's profile. During execution, the tool fails to connect to the database due to a timeout. Why is silently returning an empty array [ ] in this scenario considered a catastrophic anti-pattern?

A) It prevents the use of few-shot prompting in the next iteration.
B) It causes the agent to misinterpret an access failure (could not check) as a valid empty result, wrongly concluding the user does not exist.
C) It forces the model to ignore all subsequent tool calls in the session.
D) It causes the Claude API to throw a 400 Bad Request error due to missing required schema fields.

4. Which of the following statements correctly describe the behavior of session management commands in Claude Code? Choose 2 correct answers.

A) Option B
B) Option C
C) Option D
D) Option A

5. You are reviewing the escalation logs for a customer support agent. The agent currently escalates cases whenever it detects an angry customer tone, even for simple tasks like password resets. What is the architectural flaw in this escalation design?

A) The agent lacks a PreToolUse hook to normalize the customer's text input before processing.
B) The agent should have processed a refund automatically to calm the customer down before escalating.
C) Sentiment does not equal task complexity; the agent should escalate based on objective criteria like policy gaps or explicit human requests, not emotion.
D) The sentiment threshold is set too low; it should only escalate if the customer uses specific profanity.

Solutions: