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

1. A PreToolUse hook is configured to intercept and block unauthorized file reads based on restricted file paths. How does the hook properly communicate the specific blocking reason back to Claude so the model can adapt?

A) By returning an exit code of 2 and writing the explanation to standard error, which is fed back as context.
B) By silently returning an empty JSON array [ ] to the context window.
C) By completely terminating the session and initiating a new one with a revised system prompt.
D) By overriding the context window entirely with an 'access denied' templated message.

2. What is the specific behavior of the Claude Agent API when the tool_choice parameter is set to "any"?

A) The agent randomly selects a tool to execute to improve creative variability in testing.
B) The agent is forced to call at least one tool, but it dynamically decides which tool to use based on the context.
C) The agent determines whether or not to use a tool at all, sometimes opting to return only natural language text.
D) The agent must execute all available tools in parallel.

3. Which of the following scenarios is the most appropriate use case for selecting Direct Execution rather than Plan Mode?

A) Redesigning the database schema and updating all corresponding data access objects.
B) Restructuring a monolithic application into discrete microservices.
C) Adding a date validation conditional to a single, specific utility function.
D) Evaluating multiple integration approaches for a new third-party payment provider.

4. A developer is designing a JSON schema to extract contract details from unstructured documents. Sometimes the 'termination_fee' is not mentioned in the source document. How should the schema be designed to prevent the model from fabricating a value?

A) Use a PreToolUse hook to verify the field exists in the document before extraction.
B) Set the field type to strictly number and add a system prompt forbidding hallucination.
C) Set the tool_choice parameter to auto so the model can skip the tool call.
D) Design the field as optional or nullable, such as ["number , " " null" ].

5. A developer needs to perform a monolith-to-microservices migration spanning 45+ files. Why is Plan Mode recommended over Direct Execution for this task?

A) It uses the Message Batches API to reduce token costs by 50 percent during execution.
B) It enables safe codebase exploration and design to determine architectural approaches before making costly file modifications.
C) It bypasses the token limit context window by executing across multiple continuous sessions automatically.
D) It automatically forks the session into a persistent subagent.

Solutions: