Free Anthropic CCA-F Exam Dumps Questions & Answers

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

An organization wants predictable outputs for automated invoice classification. Which API parameter should generally be LOWER?

• A.  Temperature
• B.  Prompt length
• C.  Context window
• D.  Max tokens

Which statement BEST describes Retrieval-Augmented Generation?

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

The agent verifies customer identity through a multi-step process before resetting passwords.
During testing, you notice that after the customer answers the third verification question, the agent asks them to provide their name again, as if the earlier exchange never happened. What's the most likely cause of this behavior?

• A.  The prompt lacks instructions telling Claude to remember information across multiple exchanges.
• B.  Claude's memory retention is limited to two conversational turns by default, requiring explicit configuration to extend it.
• C.  The conversation history isn't being passed in subsequent API requests.
• D.  The verification tool is clearing the agent's internal state after each successful validation step.

Your send_notification tool calls third-party messaging APIs. When these services time out during delivery, you cannot determine whether the message was actually sent. Currently, the tool returns is_error: true with a generic "Notification failed" message for all timeouts. Production monitoring reveals agents automatically retry these failures, frequently causing users to receive duplicate notifications. How should you modify the error response?

• A.  Return is_error: true with a structured field retry_safe: true for timeouts, distinguishing them from permanent failures that should not be retried.
• B.  Return is_error: true with the original message content echoed back.
• C.  Return is_error: true with a message communicating uncertainty: "Timeout - status unknown.
  Message may have been sent. Avoid retry."
• D.  Return is_error: true with a message encouraging retry: "Delivery service temporarily unavailable.
  Please retry the notification."