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Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions:
1. When designing JSON schemas for an extraction tool, which of the following practices are highly recommended for reliability? Choose 2 correct answers.
A) Including an other enum value alongside a detail string field to handle ambiguous or extensible categories.
B) Omitting the required array entirely to give the model maximum flexibility.
C) Setting tool_choice: "auto" to guarantee structural compliance across all documents.
D) Defining fields as optional or nullable (e.g., "["string "null"]) to prevent fabrication of missing data.
2. Which of the following scenarios is the most appropriate use case for selecting Direct Execution rather than Plan Mode?
A) Adding a date validation conditional to a single, specific utility function.
B) Evaluating multiple integration approaches for a new third-party payment provider.
C) Redesigning the database schema and updating all corresponding data access objects.
D) Restructuring a monolithic application into discrete microservices.
3. 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) Sentiment does not equal task complexity; the agent should escalate based on objective criteria like policy gaps or explicit human requests, not emotion.
B) The agent should have processed a refund automatically to calm the customer down before escalating.
C) The sentiment threshold is set too low; it should only escalate if the customer uses specific profanity.
D) The agent lacks a PreToolUse hook to normalize the customer's text input before processing.
4. When a tool lookup (e.g., get_customer) returns multiple matches, what is the most reliable way for the agent to proceed?
A) Automatically escalate to a human agent.
B) Select the most recently active account using a heuristic.
C) Instruct the agent to ask the user for additional identifiers for clarification.
D) Return a structured error and terminate the workflow.
5. To integrate an MCP server providing database tools for a team, you must configure it so that all developers share the integration but do not leak secrets into version control. What is the correct configuration approach?
A) Hardcode an encrypted API token directly in the .mcp.json file.
B) Configure the server in the user-scoped ~/. claude. json file to keep credentials local.
C) Configure the server in the project-scoped .mcp. j son file using environment variable expansion like ${DB_TOKEN}.
D) Store the credentials in an ignored secrets. json file referenced by CLAUDE. md.
Solutions:
| Question # 1 Answer: A,D | Question # 2 Answer: A | Question # 3 Answer: A | Question # 4 Answer: C | Question # 5 Answer: C |








