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

1. An agentic loop is the core execution pattern for Claude-based agents. When building an agent, how should the loop reliably determine when to terminate and return a final response to the user?

A) Set a hard maximum iteration cap of 10 loops to prevent infinite execution and terminate when reached.
B) Parse the assistant's natural language text output to check for keywords like 'task complete' or 'l am done'.
C) Monitor the token count of the conversation and stop when it approaches the context window limit.
D) Check the stop_reason field of the API response and exit the loop when it equals end_turn.

2. When configuring a project-level Jira Model Context Protocol (MCP) server for a development team, what is the required method for securely managing authentication credentials?

A) Define the server in the project-scoped .mcp.json file using environment variable expansion like ${JIRA_TOKEN}.
B) Hardcode the API tokens directly in the .mcp.json file to ensure all team members can access the integration.
C) Configure the server in the user-scoped ~/ . claude. json file so credentials remain local to each developer.
D) Store the credentials in an encrypted secrets .json file referenced by the CLAUDE .md configuration.

3. A developer at quicktechie.com is assigned a task to migrate a core utility library that is imported by over 45 different files across the repository. Which execution approach should the developer take?

A) Use Direct Execution to make incremental changes and let the implementation naturally reveal dependency boundaries.
B) Use Plan Mode to explore the codebase, understand dependencies, and design an architectural approach before committing to file modifications.
C) Use a custom slash command designed to bypass context limits.
D) Start with Direct Execution, and manually switch to Plan Mode only if unexpected compilation errors occur.

4. You are tasked with integrating Claude Code into a Continuous Integration (CI) pipeline to run an automated security analysis on pull requests. Which execution flag must be included to ensure the automated job does not hang indefinitely?

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

5. How should you configure a shared MCP server for a team project to ensure that API keys are managed securely and not leaked into version control?

A) Use environment variable expansion like "$ { API_TOKEN}" inside the project-scoped .mcp.json file.
B) Encrypt the keys and place them directly in the frontmatter of the root CLAUDE.md file.
C) Store the API keys in -/.claude.json because it is user-scoped and inherently protected.
D) Hardcode the API keys in .mcp.json but ensure the file is added to the repository's .gitignore.

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