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

1. A large pull request modifies 15 files. A single-pass review produces superficial comments and misses obvious cross-file bugs. How should you restructure the automated review architecture? Choose 2 correct answers.

A) Run three independent full reviews and require consensus before posting comments.
B) Split into focused passes: analyze each file individually for local issues.
C) Run a separate integration-focused pass examining cross-file data flow.
D) Switch to a higher-tier model with a larger context window to give all 15 files adequate attention in one pass.

2. During an extended codebase exploration session, the context window fills with verbose discovery output and tool results, leading to degraded reasoning. Which built-in command is designed to mitigate this issue while preserving key session findings?

A) fork_session
B) / clear
C) / compact
D) / init

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

4. When orchestrating an agentic workflow using the Claude Agent SDK, you must enforce a strict business rule: the agent is never allowed to issue refunds over $500. What is the most robust and deterministic method to implement this constraint?

A) Provide few-shot examples showing the agent refusing to process a $600 refund.
B) Implement a PostToolUse hook that intercepts the process_refund tool inputs, checks the amount, and programmatically blocks execution if it exceeds 500.
C) Add a capitalized warning in the system prompt: NEVER process a refund exceeding $500.
D) Configure the agent's tool_choice parameter to auto so it can decide when a refund is inappropriate.

5. Which of the following strategies effectively manage context degradation in long-running exploratory sessions? Choose 2 correct answers.

A) Persisting key findings and intermediate states in external scratchpad files that survive context resets.
B) Continuously summarizing 'case facts' blocks to free up space.
C) Delegating verbose exploration output to subagents to keep the main coordinator's context clean.
D) Increasing the model's temperature parameter to encourage creative context recovery.

Solutions: