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

CCA-F Exam Simulator
  • Exam Code: CCA-F
  • Exam Name: Claude Certified Architect Foundations (CCA-F)
  • Updated: Sep 09, 2026
  • Q & A: 112 Questions and Answers

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Anthropic CCA-F Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Agentic Architecture & Orchestration27%- Agent design patterns
  • 1. Agent loops and control flow
    • 2. Hub-and-spoke multi-agent systems
      - Anthropic Agent SDK usage
      • 1. Task spawning and tool management
        • 2. Session state and context handling
          Topic 2: Claude Code Configuration & Workflows20%- Configuration files and structure
          • 1. Custom commands and workflows
            • 2. CLAUDE.md and rules system
              - CI/CD and development integration
              • 1. Pipeline automation and review
                • 2. Plan mode vs direct execution
                  Topic 3: Context Management & Responsible AI15%- Safety and compliance
                  • 1. Refusal handling and risk mitigation
                    • 2. Constitutional AI principles
                      - Context window optimization
                      • 1. Token management and truncation strategies
                        • 2. Context retention and summarization
                          Topic 4: Prompt Engineering & Structured Output20%- Structured data generation
                          • 1. JSON schema enforcement
                            • 2. Output validation and reliability
                              - Advanced prompting techniques
                              • 1. System prompts and role framing
                                • 2. Few-shot and chain-of-thought prompting
                                  Topic 5: Tool Design & MCP Integration18%- Tool definition and best practices
                                  • 1. Tool descriptions and selection logic
                                    • 2. Error handling and validation
                                      - Model Context Protocol (MCP)
                                      • 1. Tools, resources, and prompts integration
                                        • 2. MCP server and client setup

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

                                          Question #1

                                          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've asked Claude to write a data migration script, but the initial output doesn't correctly handle records with null values in required fields. What's the most effective way to iterate toward a working solution?

                                          • A. Manually edit the generated code to fix the null handling, then continue working with Claude on other parts.
                                          • B. Provide a test case with example input containing null values and the expected output, then ask Claude to fix it.
                                          • C. Describe the null value problem in detail and ask Claude to regenerate the entire script with improved edge case handling.
                                          • D. Add "think harder about edge cases" to your prompt and request a complete rewrite of the migration logic.
                                          Answer: B

                                          Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).

                                          Question #2

                                          Which statement BEST describes Retrieval-Augmented Generation?

                                          • A. It supplies relevant external knowledge during inference.
                                          • B. It changes token pricing.
                                          • C. It compresses model weights.
                                          • D. It permanently retrains Claude.
                                          Answer: A

                                          Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).

                                          Question #3

                                          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 find all files in the monorepo that import the @company/auth package to understand how authentication is used across services. Which built-in tool is most appropriate for this task?

                                          • A. Grep, to search for the import statement pattern across file contents
                                          • B. Read, starting with package.json files to trace dependency declarations
                                          • C. Bash, to execute find. -type d -name "*auth*" and explore matching directories
                                          • D. Glob, to find files with "auth" in their filename or path
                                          Answer: A

                                          Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).

                                          Question #4

                                          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 Grep to search for "invalidate" and "expire" patterns across all files, then Read only those specific line ranges with minimal surrounding context.
                                          • 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 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.
                                          Answer: C

                                          Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).

                                          Question #5

                                          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 codebase exploration tool stores session IDs to allow engineers to continue investigations across work sessions. An engineer spent an hour yesterday analyzing a legacy authentication module, building context about its architecture and dependencies. They want to continue today.
                                          The session ID is valid, but version control shows 3 of the 12 files the agent previously read were modified overnight by a teammate's merge. What approach best balances efficiency and accuracy?

                                          • A. Start fresh session to ensure the agent works with current codebase state without stale assumptions
                                          • B. Resume the session and inform the agent which specific files changed for targeted re-analysis
                                          • C. Resume the session without informing the agent about the changed files
                                          • D. Resume the session and immediately have the agent re-read all 12 previously analyzed files
                                          Answer: B

                                          Explanation: Only visible for ITExamSimulator members. You can sign-up / login (it's free).

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