Claude Certified Architect Foundations (CCA-F): CCA-F Exam

"Claude Certified Architect Foundations (CCA-F)", also known as CCA-F exam, is a Anthropic Certification. With the complete collection of questions and answers, ExamcollectionPass has assembled to take you through 112 Q&As to your CCA-F Exam preparation. In the CCA-F exam resources, you will cover every field and category in Claude Certified Architect Certification helping to ready you for your successful Anthropic Certification.

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  • Exam Code: CCA-F
  • Exam Name: Claude Certified Architect Foundations (CCA-F)
  • Certification Provider: Anthropic
  • Corresponding Certification: Claude Certified Architect
  • Updated: Aug 06, 2026
  • No. of Questions: 112 Questions & Answers with Testing Engine
  • Download Limit: Unlimited

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Anthropic CCA-F Exam Syllabus Topics:

SectionWeightObjectives
Prompt Engineering & Structured Output20%- Reliable structured generation
  • 1. Schema-guided outputs
    • 2. Prompt patterns for agents
      Claude Code Workflows & Configuration20%- Claude Code operational patterns
      • 1. CI/CD and workflow integration
        • 2. Plan mode vs execution mode
          Context Management & Reliability15%- Long-context optimization
          • 1. Reliability and retry strategies
            • 2. Context window management
              Agentic Architecture & Orchestration27%- System orchestration patterns
              • 1. Hub-and-spoke agent systems
                • 2. Task decomposition strategies
                  - Agentic loop design and execution lifecycle
                  • 1. Tool use decision flow (tool_use vs end_turn)
                    • 2. Multi-agent coordination and delegation patterns
                      Tool Design & MCP Integration18%- Model Context Protocol (MCP)
                      • 1. MCP client/server integration patterns
                        • 2. Tool schema design

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

                          1. A financial services company plans to integrate Claude into an internal document analysis platform. The architects want to minimize exposure of confidential client information while maintaining high-quality responses. Which approach BEST aligns with Anthropic's recommended architecture?

                          A) Remove unnecessary sensitive information before sending prompts whenever possible.
                          B) Replace Claude with a smaller local model regardless of task complexity.
                          C) Send every document without preprocessing to maximize context.
                          D) Store every prompt permanently for auditing.


                          2. 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.
                          An engineer asks the agent to understand how the caching layer works before adding a new cache invalidation trigger. After initial Grep searches, the agent has identified that caching logic spans 15 files including decorators, middleware, and service classes (~8,000 lines total). What's the most effective next step for building understanding while managing context constraints?

                          A) Use Glob to find files matching common caching patterns (cache.py, caching/), prioritize the largest files by reading them first, then check smaller files for gaps.
                          B) Use the Read tool to sequentially load all 15 files, building complete understanding across the full caching implementation.
                          C) Analyze imports and class hierarchies to identify the base cache class, Read that file to understand the interface, then trace specific invalidation implementations.
                          D) Use Grep to search for "invalidate" and "expire" patterns across all files, then Read only those specific line ranges with minimal surrounding context.


                          3. A chatbot frequently receives greetings, policy questions, and technical support requests. Which architecture improves maintainability?

                          A) One prompt for every scenario.
                          B) Maximum temperature.
                          C) Prompt routing based on request type.
                          D) Disable retrieval.


                          4. You are using Claude Code to accelerate software development. Your team uses it for code generation, refactoring, debugging, and documentation. You need to integrate it into your development workflow with custom slash commands, CLAUDE.md configurations, and understand when to use plan mode vs. direct execution.
                          You need to add a date validation check ensuring event dates are in the future. This requires adding a conditional statement to one existing function in a single file. What is the most appropriate approach?

                          A) Enter plan mode first to create a detailed implementation strategy before making the change.
                          B) Use direct execution to make the change.
                          C) Start with extended thinking mode enabled to ensure thorough reasoning about the validation logic.
                          D) Enter plan mode to analyze how the validation might impact other parts of the reservation flow.


                          5. The synthesis agent completes its initial pass but flags that three key research questions remain unanswered because the web search and document analysis agents didn't find relevant information on those specific subtopics. The coordinator currently proceeds directly to report generation, producing reports with incomplete coverage. What change would most effectively improve research completeness?

                          A) Increase the initial breadth of queries sent to web search and document analysis to reduce the probability of missing relevant information.
                          B) Give the synthesis agent direct access to web search tools so it can autonomously fill knowledge gaps without returning control to the coordinator.
                          C) Have the coordinator evaluate synthesis output for gaps, then re-delegate to web search and document analysis with targeted queries before invoking synthesis again.
                          D) Have the report generation agent note which research questions couldn't be answered, so users understand the limitations of the final output.


                          Solutions:

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

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