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

1. When a tool lookup (e.g., get_customer) returns multiple matches, what is the most reliable way for the agent to proceed?

A) Instruct the agent to ask the user for additional identifiers for clarification.
B) Automatically escalate to a human agent.
C) Return a structured error and terminate the workflow.
D) Select the most recently active account using a heuristic.

2. While working in Claude Code, you press Shift + Tab to enter Plan Mode. Which subagent is typically associated with isolating the verbose discovery phase to prevent context window exhaustion during planning?

A) The Review subagent
B) The Plan-Executor subagent
C) The Write subagent
D) The Explore subagent

3. Under which condition is a validation-retry loop fundamentally ineffective for improving data extraction quality?

A) When the required information is entirely absent from the provided source document.
B) When the model outputs a format mismatch.
C) When there is a structural output error in the response.
D) When the line items fail to sum to the stated total.

4. A developer at quicktechie.com wants to configure Claude Code to always use their preferred Vim keybindings, without enforcing this standard on the rest of their team. Where must this configuration be placed?

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

5. Which of the following statements correctly describe best practices for few-shot prompting? Choose 2 correct answers.

A) Every few-shot example provided should use a completely different output format to show flexibility.
B) Few-shot examples are highly effective for demonstrating ambiguous-case handling.
C) Few-shot examples should be avoided when extracting data from documents with highly varied structures.
D) The examples provided should maintain identical formatting to establish a clear pattern for the model to follow.

Solutions: