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

1. You need to deterministically block any refund transaction that exceeds $500, escalating it to a human instead. What is the architecturally correct method to enforce this critical business rule using the Agent SDK?

A) Add a strong, capitalized warning in the agent's system prompt forbidding refunds over $500.
B) Provide 5 negative few-shot examples showing the agent successfully refusing high-value refunds.
C) Implement a hook (e.g., PostToolUse or PreToolUse) to programmatically intercept and block the tool call execution.
D) Set the agent's tool_choice parameter to auto so it can assess the financial risk dynamically.

2. A pull request modifies 14 files across the stock tracking module. A single-pass self-evaluation review analyzing all files together produces inconsistent results: detailed feedback for some files but superficial comments for others. How should you restructure the evaluation architecture?

A) Split into focused passes: analyze each file individually for local issues, then run a separate integration-focused pass examining cross-file data flow.
B) Require developers to manually split the PR into smaller submissions before the automated review runs.
C) Run three independent review passes on the full PR and only flag issues that appear in at least two of the three runs.
D) Switch to a higher-tier model with a larger context window to give all 14 files adequate attention in one pass.

3. According to best practices, which of the following scenarios should trigger a developer to use Plan Mode in Claude Code? Choose 2 correct answers.

A) When implementing multi-file architectural changes.
B) When evaluating multiple valid approaches for a new feature implementation.
C) When fixing a minor typo in project documentation.
D) When adding a single console. log statement to a known file.

4. A developer wants to create a reusable behavior for performing extensive, multi-step codebase refactoring. The behavior needs to explore the codebase without polluting the main conversation's context window. Which extension mechanism should be used?

A) A PostToolUse hook running a background Bash script.
B) A custom command in . claude/commands/.
C) A skill defined in a SKILL.md file with context: fork in its frontmatter.
D) A project-scoped CLAUDE .md configuration file.

5. What is the primary architectural purpose of defining MCP Prompts within an MCP server integration?

A) To trigger asynchronous webhooks in external systems when an agent initiates a task.
B) To provide pre-built, high-quality instruction templates that clients can fetch and use to achieve consistent, tested results for complex tasks.
C) To automatically validate user input against a JSON schema before passing it to an execution tool.
D) To define the mandatory system prompt overriding the underlying Claude model.

Solutions: