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

1. A developer needs to safely explore two completely different architectural approaches for refactoring a database module without polluting the main conversation's context. Which Claude Code session command should be used?

A) / clear
B) --resume
C) fork_session
D) / compact

2. You are tasked with using Claude Code to add comprehensive unit tests to an unfamiliar legacy codebase at quicktechie.com. Which approach represents the recommended decomposition strategy for this open-ended task?

A) Start by writing tests for the first file in the directory structure and proceed sequentially through the codebase.
B) First map the project structure, identify high-impact areas, and create a prioritized plan that adapts as dependencies are discovered.
C) Request Claude to automatically generate a monolithic test suite in a single prompt execution.
D) Use a fixed prompt chaining pipeline that executes npm test after generating each line of code.

3. A developer is using a multi-agent system to analyze a massive legacy codebase. The coordinator agent is running out of context window space because the search tool returns verbose file contents and exploration noise. What is the best pattern to mitigate this context degradation?

A) Switch from dynamic adaptive decomposition to static prompt chaining to force a linear review path.
B) Force the coordinator agent to use the Bash tool to run grep manually instead of reading files.
C) Delegate the verbose file-by-file exploration to a subagent, which then returns only a synthesized summary of its findings back to the coordinator's context.
D) Share the full coordinator conversation history with all subagents to ensure maximum context propagation.

4. Why is returning an empty array [ ] for a database timeout considered an architectural anti-pattern in error propagation?

A) It automatically triggers an infinite retry loop within the subagent.
B) It violates strict JSON schema syntax requirements for tool results.
C) It misleads the coordinator into concluding the data does not exist, rather than knowing an access failure occurred.
D) It exceeds the context window limits of the coordinator.

5. When designing an automated code review system for a large repository, you notice that developers are experiencing 'alert fatigue' because the AI flags too many non-issues and stylistic preferences. What is the most effective prompt engineering technique to reduce these false positives?

A) Instruct the model to be thorough and flag everything suspicious to ensure no bugs are missed.
B) Set the model's temperature to 0.0 to ensure deterministic output and eliminate all false positives.
C) Provide at least 15 few-shot examples covering every possible coding style in the repository.
D) Define explicit, measurable review criteria, such as flag functions exceeding 50 lines of code, instead of relying on vague instructions.

Solutions: