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Anthropic CCA-F Exam Syllabus Topics:

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

1. Your product search tool queries an external catalog API and returns matching items. In production, you observe the agent frequently retries searches immediately after receiving zero results, treating "no matches found" as a failure requiring retry. The external API returns HTTP 200 with an empty results array - a valid response. How should you restructure the tool's result to help the agent correctly interpret empty result sets?

A) Add a suggestions field containing alternative search strategies when results are empty, helping guide the agent toward more productive follow-up queries.
B) Return a natural language string describing the outcome, allowing the agent to interpret the result contextually based on the message content.
C) Return a result object with isError: true and a message explaining no products matched.
D) Return a structured result with a success boolean and results array, reserving isError: true for actual execution failures only.

2. A company wants Claude to summarize thousands of support tickets efficiently. Which design scales BEST?

A) Send all tickets in one request.
B) Increase temperature.
C) Process tickets individually and combine summaries.
D) Remove system prompts.

3. 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.
Your team has connected a custom MCP server that provides DevOps workflow templates. The server exposes several MCP prompts (such as deploy_checklist and incident_response) in addition to tools. How do these MCP prompts become accessible within Claude Code?

A) They are surfaced as @-mentionable resources alongside files, fetched and attached to your message when referenced.
B) They appear as slash commands (e.g., mcp_servername_deploy_checklist) that you can invoke, with arguments passed after the command name.
C) They are automatically prepended to every conversation as additional system-level context, influencing Claude's behavior throughout the session.
D) They are added to Claude Code's tool registry alongside the server's tools, invoked automatically by the model when relevant to the task.

4. An organization wants predictable outputs for automated invoice classification. Which API parameter should generally be LOWER?

A) Temperature
B) Max tokens
C) Context window
D) Prompt length

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

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

Solutions: