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Anthropic CCDV-F Exam Syllabus Topics:

Anthropic Claude Certified Developer-Foundations Sample Questions:

Question 1

You are extending a Claude agent with a capability that needs to be reusable across multiple teams in the organization, with each team able to invoke and use it independently.
How would you build the capability?

A. As a wrapper around an existing built-in tool that adds the missing functionality, on the grounds that built-in tools cover the reuse pattern when extended carefully.
B. As a shared library that each team imports into its own Claude application code, with each team responsible for keeping the library up to date in its integration.
C. As a Skill or MCP server because both are purpose-built for cross-team reuse independently by each consuming team.
D. As a custom tool embedded in this team's agent only, with other teams able to copy the implementation into their own agents when they need the capability.

Question 2

You are designing a Claude application that will process customer support tickets in two stages: a triage stage that classifies tickets and a response stage that drafts replies. The team is debating whether to use a single Claude call that handles both stages or separate Claude calls for each stage.
How would you structure the application?

A. Use multiple Claude calls in parallel that each draft a complete ticket reply, then have a fourth Claude call select the best one to send to the customer.
B. Use separate Claude calls for triage and response, because each stage has distinct inputs, outputs, and success criteria that benefit from focused prompts.
C. Use a single Claude call for triage and then use a non-Claude rule-based system for response generation, on the grounds that rule-based systems are more reliable for drafting replies.
D. Use a single Claude call for both stages, on the grounds that a single call is cheaper than multiple calls in any production Claude application setup.

Question 3

You are setting up a Claude application that requires API keys for several external services.
What is the best way to store the keys?

A. Email the keys to each developer as needed and have each developer paste the keys into their local environment when they begin working on the application's code.
B. Put the keys in the application's configuration file and check the configuration file into the team's repository alongside the rest of the source code.
C. Use a single shared key across all external services, so any developer working on the application can find the keys easily during development.
D. Store the keys in a secrets manager or environment-specific configuration that is not checked into source code, and load them at runtime.

Question 4

Your Claude application's content policy specifies categories of content it should not produce under any circumstance. The application currently has no mechanism to enforce this policy, and content matching these categories is appearing in the application's output.
How would you enforce the content policy?

A. Add deterministic output filtering that checks responses against the content policy before they reach users.
B. Enhance the system prompt to contain explicit instructions for the categories to avoid, complete with examples of each category. Treat the strengthened prompt as the primary enforcement mechanism for the application's content policy across all responses.
C. Move enforcement to users by asking them to report content policy violations after the violating content has already reached them in the application's responses.
D. Remove the content policy entirely and let any output reach users during normal operation, accepting whatever content the application produces in response to incoming traffic.

Question 5

The product team has asked you to choose a Claude model for a new feature. The team has provided functional requirements but has not specified performance, cost, or quality targets. The team's product manager says, "Use whatever model gives us the best results." How would you respond?

A. Choose the largest, highest-capability Claude model, on the grounds that "best results" is most likely to mean highest quality.
B. Choose a mid-tier model and ship the feature, because mid-tier models work for most use cases without specified targets.
C. Run every Claude model on a representative sample and pick whichever scores best on a generic benchmark.
D. Ask the product team to specify quality, latency, and cost targets, then select the model whose tradeoffs best fit those targets.

Solutions: