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

1. Production logs indicate that Claude is frequently misrouting requests to an analyze_content tool when the analyze_document tool should have been selected. Both tools currently have simple, one-sentence descriptions. What is the most effective architectural fix?

A) Use a PreToolUse hook to programmatically redirect analyze_content calls to analyze_document.
B) Rename the tools to eliminate functional overlap and expand descriptions to explicitly state boundaries explaining when to use each.
C) Increase the model's temperature parameter to encourage more diverse tool selection.
D) Provide negative few-shot examples in the system prompt instructing Claude not to confuse the two tools.

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

3. Why is implementing an escalation rule based on a customer's negative sentiment considered an architectural anti-pattern?

A) Sentiment analysis requires fine-tuning a custom embedding model, which introduces latency.
B) Negative sentiment triggers the model's Constitutional A1 safety filters, automatically terminating the session.
C) Sentiment does not correlate with task complexity; an angry customer may have a straightforward request that the agent can resolve autonomously.
D) The system prompt naturally overrides sentiment triggers using the tool_choice: "auto" command.

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

5. You want to expose a static content catalog, such as a large database schema or internal API specification, to an MCP client without requiring Claude to make exploratory tool calls. Which MCP feature is specifically designed for this?

A) MCP Subagents
B) MCP Hooks
C) MCP Resources
D) MCP Prompts

Solutions: