Anthropic CCDV-F : Claude Certified Developer-Foundations

Pass CCDV-F Exam Cram

Exam Code: CCDV-F

Exam Name: Claude Certified Developer-Foundations

Updated: Aug 30, 2026

Q & A: 97 Questions and Answers

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Anthropic CCDV-F Exam Syllabus Topics:
SectionWeightObjectives
Evaluation, Testing, and Debugging2.6%- Error handling and debugging
- Output evaluation and validation
Applications and Integration33.1%- SDK and third-party integration
- Streaming and Batch API
- Vision capabilities
- Claude Messages API
Security and Safety8.1%- Guardrails and safety controls
- AI application security
Agents and Workflows14.7%- Claude Agent SDK usage
- Agent architecture principles
- Memory and context management
- Workflow vs autonomous agents
Claude Code3.1%- Claude Code configuration and usage
Model Selection and Optimization16.8%- Cost and token optimization
- Latency and performance trade-offs
- Claude model family characteristics
Tools and Model Context Protocol (MCP)10.6%- MCP server development
- Tool integration and usage
Prompt and Context Engineering11%- Context window management
- Structured output handling
- Prompt design and structuring
Anthropic Claude Certified Developer-Foundations Sample Questions:

Question 1

You are configuring Claude Code for a new project. The team needs to set permissions, default model selections, and environment-specific behavior at the project level so the configuration is consistent across all developers working on the repository.
The Claude Code mechanism you would use is...

A. Environment variables that each developer sets on their own machine when working with Claude Code on the project.
B. The settings.json file, scoped at the project level so the configuration applies consistently across developers and persists with the repository.
C. A shared spreadsheet that lists configuration values for team members to reference and update by hand as the project evolves.
D. A system prompt embedded in every Claude Code conversation by each developer at the start of every session in the project.


Question 2

You are setting up Claude Code for a new project repository. Your team has shared coding standards, preferred libraries, and project-specific context that every developer working on the repository should have available when they use Claude Code.
How would you set this up?

A. Document the standards in a separate wiki page maintained outside the repository so the documentation stays decoupled from the source code.
B. Initialize Claude Code in the repository and document the standards and project-specific context in a CLAUDE.md file at the repository root.
C. Add the coding standards and project context to the repository's existing README file and direct developers to reference it when starting Claude Code sessions.
D. Configure Claude Code through environment variables that each developer sets on their own machine when they begin working in the repository.


Question 3

You are reviewing an architectural diagram for a Claude-powered travel-booking system. The diagram shows a top-level component that interprets user requests and three subordinate components that handle flights, hotels, and ground transportation. The top-level component is responsible for routing each request, sequencing the subordinate components, and reconciling their outputs into a final itinerary. The diagram also shows that each subordinate component has its own tool list and own short conversation history that is not shared with the others.
Which architectural pattern does this diagram most closely describe?

A. A pipeline pattern, where each component processes the user request in sequence and passes the full conversation history along with the request to the next component in the pipeline.
B. A retrieval-augmented pattern, where the top-level component retrieves relevant context from the subordinate components' indexed data stores before generating each response.
C. A manager and supervisor pattern with isolated context per subagent, where the top-level agent coordinates specialized subagents that each maintain their own conversation history and tool list.
D. A manager and supervisor pattern with shared context, where the top-level agent and the subagents all share a single conversation history that grows as the request flows through the system.


Question 4

Your Claude agent has too many tools, and many of them have overlapping functionality. The agent often picks an inappropriate tool when several could plausibly handle a request.
How would you address the tool selection problem?

A. Add detailed examples to each tool's description so the agent can match incoming requests to the right tool by example, treating the examples as the team's selection mechanism.
B. Remove all tools and rely on the agent's general capability instead, with the application losing the workflows that previously relied on tools.
C. Add more tools to cover every variation of the requests the agent handles, on the grounds that more tools give the agent more accurate options to choose from.
D. Restructure the tool set by consolidating overlapping tools, removing unused tools, and clarifying tool descriptions so each tool has a distinct purpose.


Question 5

Your Claude application has multi-step workflows where each step's output is needed only briefly before the agent moves on. The cumulative tool output is filling the context window with content that is no longer relevant.
How would you handle the accumulating tool output?

A. Switch to a smaller Claude model that processes context more efficiently and treat any quality loss as a tradeoff for the cost reduction.
B. Apply prompt caching to the accumulated tool outputs so the application does not re-pay for the older content on each subsequent step.
C. Apply tool output pruning to remove tool outputs that are no longer needed by later steps in the workflow.
D. Keep every tool output in the context indefinitely so the agent has the full record of every step it has executed during the workflow.


Solutions:

Question 1
Answer: B
Question 2
Answer: B
Question 3
Answer: C
Question 4
Answer: D
Question 5
Answer: C

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