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Anthropic CCA-F guide torrent - Claude Certified Architect Foundations (CCA-F)

Updated: Aug 06, 2026

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CCA-F guide torrent
  • Exam Code: CCA-F
  • Exam Name: Claude Certified Architect Foundations (CCA-F)

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Anthropic CCA-F Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Claude Code Configuration & Workflows20%- Claude Code configuration
  • 1. CLAUDE.md hierarchy and scoping
    • 2. Project-level vs user-level configuration
      - CI/CD and workflow integration
      • 1. Automated pipeline integration
        • 2. Command vs plan mode usage
          Topic 2: Agentic Architecture & Orchestration27%- Agentic loops & lifecycle design
          • 1. Stop reason handling and control flow
            • 2. Tool use loop execution (request → tool_use → result → next step)
              - Multi-agent orchestration
              • 1. Coordinator / sub-agent patterns
                • 2. Parallel task decomposition
                  Topic 3: Tool Design & MCP Integration18%- Tool interface design
                  • 1. Structured tool input/output schemas
                    • 2. Clear tool descriptions and boundaries
                      - Model Context Protocol (MCP)
                      • 1. MCP server integration patterns
                        • 2. Tool selection and routing strategies
                          Topic 4: Context Management & Reliability15%- System reliability
                          • 1. Error propagation handling
                            • 2. Escalation strategies (fail vs retry vs human)
                              - Context window optimization
                              • 1. "Lost in the middle" mitigation strategies
                                • 2. Managing long conversation degradation
                                  Topic 5: Prompt Engineering & Structured Output20%- Instruction design
                                  • 1. Deterministic output formatting (e.g., JSON)
                                    • 2. Few-shot prompting strategies
                                      - Tool-augmented prompting
                                      • 1. Tool-use driven reasoning patterns
                                        • 2. Validation and retry loops

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

                                          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.
                                          Your team wants Claude to follow a detailed code review checklist (8 items covering API changes, test coverage, documentation, security, etc.) when reviewing pull requests. The team also uses Claude extensively for other tasks: writing new features, debugging production issues, and generating documentation. Currently, developers paste the checklist at the start of each review session. Which approach best addresses this workflow need?

                                          A) Add the checklist to the project's CLAUDE.md file under a "Code Review" section.
                                          B) Configure plan mode as the default for code review sessions.
                                          C) Create a /review slash command containing the checklist, invoked when starting reviews.
                                          D) Create a dedicated review subagent with the checklist embedded in its configuration.


                                          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.
                                          Your agent has spent 25 minutes exploring a game engine's rendering subsystem -reading shader code, buffer management, and frame synchronization logic. An engineer now asks it to understand how the physics engine integrates with rendering for collision debug overlays. You notice recent responses reference "typical rendering patterns" rather than the specific VulkanPipeline and FrameGraph classes it discovered earlier.
                                          What's the most effective approach?

                                          A) Continue in the current context with more targeted prompts referencing the specific classes by name.
                                          B) Spawn a sub-agent to explore physics independently, then manually synthesize its findings with the rendering knowledge accumulated in the main conversation.
                                          C) Use /clear to reset context completely, then start fresh with physics exploration using file paths from the project's CLAUDE.md.
                                          D) Summarize key rendering findings, then spawn a sub-agent for physics exploration with that summary in its initial context.


                                          3. 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.
                                          Your team has three requirements for Claude Code's behavior in your project
                                          1. Claude must never modify files in the db/migrations/ directory
                                          2. Claude should prefer your custom logging module over console.log
                                          3. All TypeScript files must be auto-formatted with Prettier after
                                          every edit
                                          All three are currently written as instructions in your project's CLAUDE.md. During a complex refactoring session, a developer discovers that Claude edited a migration file, violating requirement #1. How should you restructure these requirements across Claude Code's configuration mechanisms?

                                          A) Rewrite all three requirements in CLAUDE.md using stronger directive language and add few- shot examples that demonstrate Claude refusing to edit migration files and running Prettier after edits.
                                          B) Configure hooks for all three: a PreToolUse hook script that blocks Edit calls targeting db/migrations/,a PreToolUse hook script that adds logging convention context before edits, and a PostToolUse hook that runs Prettier after TypeScript edits.
                                          C) Move all three requirements into .claude/rules/ as path-scoped rules: one targeting db/migrations/** that forbids editing those files, and others targeting **/*.ts for the logging convention and formatting instruction.
                                          D) Add Edit(./db/migrations/**) to permissions.deny in the project settings, keep the logging preference in CLAUDE.md, and add a PostToolUse hook on the Edit tool that runs Prettier on changed TypeScript files.


                                          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 sees an unfamiliar error message "SYNC_CONFLICT: entity version mismatch detected" in production logs but doesn't know which of the 12 services in the codebase generates it. They ask the agent to help locate the source code. What exploration approach will most efficiently find the responsible code?

                                          A) Use Glob to find files in directories commonly associated with error handling (such as errors/, exceptions/,or handlers/) across all services, then Read each matching file.
                                          B) Use Grep to search for distinctive text from the error message (like "SYNC_CONFLICT" or "entity version mismatch"), then Read the matching files to understand context.
                                          C) Read the project's README and service configuration files to understand the architecture, then systematically Read source files in each service directory.
                                          D) Use Grep to find all files that import the project's error handling module, then Read those files to locate custom error definitions.


                                          5. A customer writes: "I've been going back and forth on this return for days. I just want to speak to someone who can actually help me." The agent has confirmed via lookup_order that the return is straightforward - within policy and eligible for immediate processing. What should the agent do?

                                          A) Call escalate_to_human immediately to honor the customer's request
                                          B) Ask what specifically hasn't worked in previous attempts before deciding whether to escalate or resolve automatically
                                          C) Process the refund via process_refund to resolve the underlying issue, then inform them it's complete
                                          D) Acknowledge frustration, inform them this is resolvable now, and offer to complete it or escalate


                                          Solutions:

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

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