100% Pass 2026 Anthropic Authoritative CCA-F: Claude Certified Architect Foundations (CCA-F) Exam Materials

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Anthropic CCA-F Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Prompt Engineering & Structured Output	20%	- Instruction design 1. Few-shot prompting strategies 2. Deterministic output formatting (e.g., JSON) - Tool-augmented prompting 1. Tool-use driven reasoning patterns 2. Validation and retry loops
Topic 2: Claude Code Configuration & Workflows	20%	- Claude Code configuration 1. Project-level vs user-level configuration 2. CLAUDE.md hierarchy and scoping - CI/CD and workflow integration 1. Automated pipeline integration 2. Command vs plan mode usage
Topic 3: Context Management & Reliability	15%	- Context window optimization 1. "Lost in the middle" mitigation strategies 2. Managing long conversation degradation - System reliability 1. Error propagation handling 2. Escalation strategies (fail vs retry vs human)
Topic 4: Agentic Architecture & Orchestration	27%	- Multi-agent orchestration 1. Coordinator / sub-agent patterns 2. Parallel task decomposition - Agentic loops & lifecycle design 1. Tool use loop execution (request → tool_use → result → next step) 2. Stop reason handling and control flow
Topic 5: Tool Design & MCP Integration	18%	- Tool interface design 1. Clear tool descriptions and boundaries 2. Structured tool input/output schemas - Model Context Protocol (MCP) 1. Tool selection and routing strategies 2. MCP server integration patterns

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Anthropic Claude Certified Architect Foundations (CCA-F) Sample Questions (Q38-Q43):

NEW QUESTION # 38
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 to analyze how the validation might impact other parts of the reservation flow.
B. Use direct execution to make the change.
C. Enter plan mode first to create a detailed implementation strategy before making the change.
D. Start with extended thinking mode enabled to ensure thorough reasoning about the validation logic.

Answer: B

Explanation:
This is a small, well-defined modification in one function and one file. Plan mode is better suited to complex, high-impact, or multi-file changes that require review before editing.

NEW QUESTION # 39
When implementing custom subagents to delegate tasks, how do these subagents access and inherit your configured project skills?

A. Subagents do not automatically see skills; skills must be explicitly listed in the skills : field of the custom subagent's markdown definition.
B. Custom subagents automatically inherit all skills loaded by the parent coordinator agent.
C. Built-in agents (like Explorer) automatically cascade project skills to newly spawned subagents.
D. Skills are passed to subagents dynamically by declaring them as parameters in the Task tool call.

Answer: A

Explanation:
Subagents start with a clean context and do not automatically inherit skills from the main conversation. To use a skill, it must be explicitly defined in the custom subagent's configuration frontmatter using the 'skills' field.

NEW QUESTION # 40
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 needs to insert a new helper function into the middle of a 150-line utility module, between two existing functions. The Edit tool fails because its old_string parameter cannot find unique text to match - the file has repetitive docstrings, variable names, and structural patterns.
What's the most reliable way to complete this insertion?

A. Use Edit with an extremely long old_string capturing 30+ lines of context to guarantee uniqueness
B. Use Bash to append the function definition to the end of the file using heredoc syntax
C. Use Edit's replace_all parameter to target a common pattern and embed the new function in the replacement text
D. Use Read to load the file, add the function at the appropriate location, then Write the updated file

Answer: D

Explanation:
When Edit cannot identify a unique match, rewriting the fully read file is the most reliable way to control the exact insertion point. The other options are brittle, place the function incorrectly, or risk unintended replacements.

NEW QUESTION # 41
To locate all test files written in TypeScript within a specific directory subtree (e.g., **/*. test. tsx), which built-in tool is architecturally correct to use?

A. Read
B. Bash
C. Glob
D. Grep

Answer: C

Explanation:
The Glob tool is specifically designed to find files matching naming or path patterns (e.g., finding all test files via globbing). Grep is used for searching file contents, and using Bash (e.g., via the 'find' command) is an anti-pattern when a purpose-built tool like Glob exists.

NEW QUESTION # 42
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 the Read tool to sequentially load all 15 files, building complete understanding across the full caching implementation.
B. Use Grep to search for "invalidate" and "expire" patterns across all files, then Read only those specific line ranges with minimal surrounding context.
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:
This top-down approach establishes the caching abstraction first, then follows only the relevant implementations. It builds architectural understanding without loading all 8,000 lines or relying on narrow keyword matches that may omit important control flow. Anthropic recommends scoping exploration to task-relevant code to avoid filling the context window with unnecessary file reads.

NEW QUESTION # 43
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