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

1. According to architectural best practices, which of the following characteristics describe tasks that necessitate the use of Plan Mode over Direct Execution? Choose 2 correct answers.

A) Tasks involving a single-file bug fix with a clear stack trace.
B) Tasks requiring architectural decisions and evaluation of multiple valid approaches.
C) Tasks involving large-scale changes and multi-file modifications.
D) Tasks involving minor style updates or typo corrections in documentation.

2. What is the primary architectural difference between enforcing a business rule via a system prompt versus using an Agent SDK hook?

A) Hooks provide 100% reliable deterministic enforcement, whereas prompts are probabilistic and can occasionally be ignored by the LLM.
B) Prompts require an active MCP server connection, while hooks run strictly within the Claude desktop application.
C) Prompts execute after the tool runs, while hooks execute before the prompt is processed.
D) Prompts are deterministic, while hooks rely on the model's probabilistic reasoning.

3. When allocating tools to agents in a multi-agent system, what is the architectural impact of giving a single agent access to an excessive number of tools (e.g., 18 tools)?

A) The Claude API enforces a hard limit and rejects requests with more than 10 tools.
B) Tool selection reliability degrades significantly due to increased decision complexity and ambiguity among similar tools.
C) The agent automatically splits itself into multiple subagents to handle the load.
D) The model's temperature automatically drops to 0.0 to compensate for the large tool space.

4. When providing Claude with a 50-page document, you notice it accurately recalls details from the first and last pages but misses a critical instruction buried on page 25. What is this phenomenon called?

A) The "lost in the middle" effect
B) Progressive summarization
C) Context truncation
D) Attention dilution

5. A coordinator agent needs to delegate a broad research topic. How can the coordinator efficiently spawn multiple parallel subagents instead of executing them sequentially?

A) By emitting multiple Task tool calls within a single response turn.
B) By invoking the parallel_execute method provided natively in the Agent SDK.
C) By using the fork_session command for each subagent in separate turns.
D) By defining a PostToolUse hook that duplicates the prompt to multiple endpoints.

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