Anthropic CCAR-F : Claude Certified Architect - Foundations

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Anthropic CCAR-F Exam Syllabus Topics:

Anthropic Claude Certified Architect - Foundations Sample Questions:

Question 1

You are building developer productivity tools using the Claude Agent SDK. The agent helps engineers explore unfamiliar codebases, understand legacy systems, generate boilerplate code, and automate repetitive tasks. It uses the built-in tools (Read, Write, Bash, Grep, Glob) and integrates with Model Context Protocol (MCP) servers.
Your agent needs to insert a new helper function into the middle of a 150-line utility module, between two existing functions. The Edit tool fails because its old_string parameter cannot find unique text to match - the file has repetitive docstrings, variable names, and structural patterns.
What's the most reliable way to complete this insertion?

A. Use Bash to append the function definition to the end of the file using heredoc syntax
B. Use Edit with an extremely long old_string capturing 30+ lines of context to guarantee uniqueness
C. Use Edit's replace_all parameter to target a common pattern and embed the new function in the replacement text
D. Use Read to load the file, add the function at the appropriate location, then Write the updated file

Question 2

Why is evaluation important after deploying a Claude application?

A. It measures response quality against defined objectives.
B. It permanently changes model parameters.
C. It reduces network latency.
D. It increases context size.

Question 3

An organization wants predictable outputs for automated invoice classification. Which API parameter should generally be LOWER?

A. Max tokens
B. Temperature
C. Context window
D. Prompt length

Question 4

Which practice MOST improves prompt maintainability?

A. One paragraph containing all instructions.
B. Clearly separated sections with headings.
C. Random ordering.
D. Minimal punctuation.

Question 5

A healthcare company processes long clinical reports. Some exceed Claude's practical context requirements. What is the BEST architectural approach?

A. Increase temperature.
B. Randomly remove paragraphs.
C. Chunk documents before processing.
D. Ignore the excess text.

Solutions: