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

1. You are using Claude Code to accelerate software development. Your team uses it for code generation, refactoring, debugging, and documentation. You need to integrate it into your development workflow with custom slash commands, CLAUDE.md configurations, and understand when to use plan mode vs. direct execution.
You need to add a date validation check ensuring event dates are in the future. This requires adding a conditional statement to one existing function in a single file. What is the most appropriate approach?

A) Use direct execution to make the change.
B) Enter plan mode first to create a detailed implementation strategy before making the change.
C) Start with extended thinking mode enabled to ensure thorough reasoning about the validation logic.
D) Enter plan mode to analyze how the validation might impact other parts of the reservation flow.

2. Your MCP server implements a check_availability tool that queries an external calendar API.
During testing, you encounter three error conditions: (1) the tool is called with a malformed request missing the required user_email parameter, (2) the calendar API returns a 404 because the specified user doesn't exist in the calendar system, and (3) the calendar API returns a 503 because the service is temporarily unavailable. How should each error be reported according to MCP's error handling design?

A) Report error 1 as a JSON-RPC protocol error; report errors 2 and 3 as tool results with isError:
true.
B) Report errors 1 and 2 as JSON-RPC protocol errors; report error 3 as a tool result with isError:
true.
C) Report all three as tool results with isError: true.
D) Report all three as JSON-RPC protocol errors.

3. An enterprise wants Claude responses to remain professional across every interaction. Where should tone instructions primarily reside?

A) API key description
B) Retrieved documents
C) System prompt
D) User prompt only

4. Your update_user_profile tool accepts a user_id (required) and an optional fields_to_update object. In testing, Claude frequently omits user_id or passes incorrectly structured data. What is most critical for helping Claude understand what parameter values to provide?

A) Detailed error responses explaining why invalid parameter values were rejected
B) Verbose parameter names encoding format hints, such as user_id_string_uuid_format
C) Strict JSON Schema type constraints marking user_id as required and defining fields_to_update as an object type
D) Clear parameter descriptions explaining expected format, such as "user_id: UUID of the user to update (required)"

5. An architect needs Claude to produce structured JSON that downstream software can parse automatically. Which prompting strategy is BEST?

A) Ask Claude to "respond normally."
B) Increase maximum output tokens only.
C) Use multiple unrelated examples.
D) Explicitly specify the required JSON schema and formatting rules.

Solutions: