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

1. In which scenario is it architecturally more reliable to start a fresh session injected with a structured summary rather than using - - resume to continue an existing session?

A) When executing a fast, single-file typo correction.
B) When the target codebase has not undergone any structural changes.
C) When the prior tool results in the existing session's context window have become completely stale.
D) When you want to maintain the exact reasoning chain from the previous generation steps.

2. According to best practices, which of the following scenarios should trigger a developer to use Plan Mode in Claude Code? Choose 2 correct answers.

A) When adding a single console. log statement to a known file.
B) When evaluating multiple valid approaches for a new feature implementation.
C) When fixing a minor typo in project documentation.
D) When implementing multi-file architectural changes.

3. In a multi-agent orchestration, the synthesis agent occasionally misuses a web search tool instead of synthesizing the provided findings. How should you prevent this cross-role misuse according to the principle of scoped tool access?

A) Use the fork session command to isolate the web search tool execution.
B) Implement a PostToolUse hook to silently drop web search results when executed by the synthesis agent.
C) Remove the web search tool from the synthesis agent's allowed tool set entirely.
D) Add a capitalized warning in the system prompt instructing the synthesis agent to ignore web search capabilities.

4. When implementing structured data extraction for a application, what does utilizing tool_use with a strict JSON schema explicitly guarantee?

A) Elimination of all hallucinations and inaccurate data extraction.
B) Both structural compliance and semantic correctness of the extracted data.
C) Automatic retry loops if the extracted values fail business logic validation.
D) Structural compliance, ensuring valid JSON syntax and required fields, but not semantic accuracy.

5. What is a primary architectural limitation of using a fixed prompt chaining pipeline for a complex debugging task?

A) It cannot dynamically adapt its approach if an intermediate analysis step reveals an unexpected root cause.
B) It inherently exceeds the maximum token limit of the context window faster than single prompts.
C) It forces the agent to use tool_choice: any, bypassing deterministic programmatic hooks.
D) It requires the use of the Message Batches API, adding a 24-hour latency to the execution.

Solutions: