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Anthropic Claude Certified Developer CCDV-F

CCDV-F

Exam Code: CCDV-F

Exam Name: Claude Certified Developer-Foundations

Updated: Sep 09, 2026

Q&A Number: 97 Q&As

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Anthropic CCDV-F Exam Syllabus Topics:

SectionWeightObjectives
Agents and Workflows14.7%- Agent Architecture and Tradeoffs
  • 1. Evaluate tradeoffs between agentic approaches and traditional workflows
    • 2. Select appropriate agent architectures and patterns
      - Subagents and Agentic Frameworks
      • 1. Use subagents and coordinate multi-agent workflows
        • 2. Apply appropriate agentic frameworks and orchestration patterns
          - Claude Agent SDK and Agent Loops
          • 1. Implement and manage custom agent loops
            • 2. Build and configure agents using the Claude Agent SDK
              Security and Safety8.1%- Secure Application Design
              • 1. Apply secure-by-design practices to Claude-powered applications
                • 2. Protect sensitive data and manage access appropriately
                  - Safety and Guardrails
                  • 1. Implement safety controls and guardrails
                    • 2. Use hooks and other mechanisms to enforce application controls
                      Claude Code3.1%- Claude Code Configuration and Usage
                      • 1. Use Skills, plugins, and Claude Code capabilities effectively
                        • 2. Configure settings and development environments
                          • 3. Use CLAUDE.md and project configuration
                            Model Selection and Optimization16.8%- Performance and Cost Optimization
                            • 1. Apply prompt caching and other cost optimization techniques
                              • 2. Use batching and other approaches to improve efficiency
                                - Model Selection
                                • 1. Evaluate quality, latency, capability, and cost tradeoffs
                                  • 2. Select appropriate Claude models for task requirements
                                    Applications and Integration33.1%- Claude API and Client SDKs
                                    • 1. Implement streaming and handle API errors
                                      • 2. Integrate applications with the Claude API and supported client SDKs
                                        • 3. Construct and process API requests and responses
                                          - Application Development and Integration
                                          • 1. Build and ship production-grade Claude-powered applications
                                            • 2. Handle multimodal and structured application inputs and outputs
                                              • 3. Integrate Claude capabilities into existing software systems and workflows
                                                Tools and MCPs10.6%- Model Context Protocol
                                                • 1. Apply MCP concepts and patterns for connecting models to external capabilities
                                                  • 2. Build and integrate MCP servers
                                                    - Tool Development and Integration
                                                    • 1. Design and implement custom tools for Claude applications and agents
                                                      • 2. Handle tool schemas, invocation, and tool-use results
                                                        Eval, Testing, and Debugging2.6%- Testing and Debugging
                                                        • 1. Test Claude integrations and agentic systems
                                                          • 2. Diagnose and debug application, agent, and integration issues
                                                            - Evaluation
                                                            • 1. Interpret evaluation results and improve application quality
                                                              • 2. Design and run evaluations for Claude-powered applications
                                                                Prompt and Context Engineering11%- Prompt Engineering
                                                                • 1. Apply prompting techniques to improve reliability and output quality
                                                                  • 2. Design prompts appropriate to application requirements
                                                                    - Context Engineering
                                                                    • 1. Apply context management strategies for agents and long-running workflows
                                                                      • 2. Manage context windows and application context

                                                                        Anthropic Claude Certified Developer-Foundations Sample Questions:

                                                                        Question #1

                                                                        You are designing an agent that handles a complex claim-processing workflow. Each claim moves through fact extraction, eligibility evaluation, and a decision step. The three subtasks have distinct success criteria, and some claims require iteration between fact extraction and eligibility evaluation before a decision can be reached.
                                                                        Which agent pattern would you apply?

                                                                        A. A linear chain pattern that processes every claim through fact extraction, then eligibility evaluation, then decision, with no return paths between subtasks.
                                                                        B. A single tool-use loop pattern that gives one agent access to all the tools needed for fact extraction, eligibility evaluation, and decision-making.
                                                                        C. A streaming pattern that emits partial decisions as the agent processes each claim, refining the output until a final decision emerges from the stream.
                                                                        D. A graph-based pattern that lets the agent move between subtasks based on the state of each claim, with each subtask evaluated against its own criteria.


                                                                        Question #2

                                                                        Your team uses Claude Code across multiple repositories. You want the team's rules and general coding standards to apply to all repositories, and other rules to apply only to specific repositories. The team is currently duplicating instructions across every repository's CLAUDE.md file.
                                                                        How would you address this?

                                                                        A. Stop using CLAUDE.md altogether and ask each developer to configure Claude Code manually for each project they work on.
                                                                        B. Use a single repository's CLAUDE.md as the central source of truth and link to it from every other repository's CLAUDE.md file.
                                                                        C. Use a CLAUDE.md hierarchy that scopes general standards broadly and project-specific context within each repository's local CLAUDE.md.
                                                                        D. Move all instructions to a separate documentation site that developers consult during Claude Code sessions across all repositories.


                                                                        Question #3

                                                                        You are designing a multi-step Claude workflow where some steps must reason without seeing the full prior conversation history. The team wants to keep specific context isolated to specific steps.
                                                                        The context engineering technique you would use is...

                                                                        A. Embedding the full prior history in each step regardless of whether the step needs the prior history for its reasoning.
                                                                        B. Context isolation through subagents or multi-step agentic workflows that scope each step's context to only what the step needs.
                                                                        C. Using a single global prompt that applies to every step in the workflow no matter what each step is reasoning about during its run.
                                                                        D. Augmenting the context with all available content at every step so each step has access to the entire prior history of the workflow during its reasoning.


                                                                        Question #4

                                                                        Your team is integrating Claude into an existing REST API service. The service handles concurrent requests, and you are deciding how to structure the Claude API calls within the existing async codebase.
                                                                        How would you structure the Claude calls?

                                                                        A. Run Claude API calls in a separate thread pool isolated from the rest of the service so the main event loop is not affected.
                                                                        B. Use the Claude SDK's async client and structure Claude calls as awaitable operations alongside the rest of the service's async code.
                                                                        C. Make synchronous Claude API calls and block the async event loop until each call completes before processing the next request.
                                                                        D. Replace the existing async REST service with a synchronous service to match the call style of synchronous Claude SDK clients.


                                                                        Question #5

                                                                        You are running Claude Code as part of an automated continuous integration pipeline. The pipeline needs Claude Code to execute a set of well-defined tasks without prompting for confirmation, and the output needs to be captured for downstream processing.
                                                                        How would you configure the pipeline?

                                                                        A. Run Claude Code in headless mode with the required permissions configured in settings.json and capture its output for downstream processing.
                                                                        B. Replace Claude Code with a different tool that does not require any configuration to operate without confirmation prompts in the pipeline.
                                                                        C. Run Claude Code in interactive mode and have a developer manually approve every confirmation prompt while the pipeline executes its tasks.
                                                                        D. Disable Claude Code's confirmation prompts globally across all environments so the pipeline runs without interruption from any prompt.


                                                                        Solutions:

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

                                                                        Related Certifications
                                                                        Claude Certified Architect
                                                                        Claude Certified Developer
                                                                        Claude Certified Associate
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