Free Anthropic CCA-F Exam Dumps Questions & Answers

Compliance requires that refunds exceeding $500 must automatically escalate to a human agent
- this rule cannot be left to model discretion. Despite clear system prompt instructions, production logs show the agent occasionally processes high-value refunds directly (3% failure rate). How should you achieve guaranteed compliance?

• A.  Add few-shot examples to the prompt showing correct escalation behavior at various refund amounts ($400, $500, $600).
• B.  Strengthen the system prompt with emphatic language: "CRITICAL POLICY: Refunds over $500 MUST trigger human escalation. NEVER process these directly."
• C.  Implement a hook to intercept tool calls; when the refund process amount exceeds $500, block it and invoke human escalation.
• D.  Modify the refund tool to return an error with message "Amount exceeds policy limit - please escalate" when threshold is exceeded.

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're implementing a caching layer for API responses to speed up the /products endpoint. You have a rough idea-Redis with a 5-minute TTL-but you're new to production caching and aren't sure what other considerations a robust implementation requires. What's the most effective way to start your iterative workflow?

• A.  Use plan mode to analyze the current/products endpoint implementation, then provide your caching requirements once Claude explains how the existing code is structured.
• B.  Write a specification with your known requirements and "TBD" markers for uncertain areas, having Claude propose solutions for each TBD as it implements.
• C.  Ask Claude to interview you about the caching requirements before implementing, surfacing considerations like invalidation strategies, cache layers, consistency guarantees, and failure modes.
• D.  Start with a minimal request: "Add Redis caching to /products with 5-minute TTL." Add features and fix issues through follow-up prompts as problems surface during testing.

Your agent is handling a billing dispute. After calling get_customer and lookup_order, it identifies that the dispute involves a promotional pricing error requiring manager approval - beyond the agent's authorization level. How should the workflow handle this mid-process escalation?

• A.  Attempt the refund with process_refund anyway, escalating only if the system rejects the transaction.
• B.  Call escalate_to_human passing only the customer's original message.
• C.  Compile a structured handoff with customer details, order info, and the identified issue before calling escalate_to_human.
• D.  Persist the complete conversation and tool response history to a database, then call escalate_to_human with a reference ID.

The web search agent has gathered several relevant sources for a research topic. The document analysis agent now needs to examine these sources. How does information typically flow between these two specialized subagents?

• A.  Both agents access a shared memory store where the web search agent writes findings and the document analysis agent reads them.
• B.  The web search agent directly invokes the document analysis agent, passing the discovered sources as parameters.
• C.  The coordinator agent receives the web search agent's output and includes relevant findings in the prompt when invoking the document analysis agent.
• D.  The agents communicate through an event-driven message queue, with the document analysis agent subscribing to web search completion events.

Your MCP server implements a check_availability tool that queries an external calendar API.
During testing, you encounter three error conditions: (1) the tool is called with a malformed request missing the required user_email parameter, (2) the calendar API returns a 404 because the specified user doesn't exist in the calendar system, and (3) the calendar API returns a 503 because the service is temporarily unavailable. How should each error be reported according to MCP's error handling design?

• A.  Report all three as tool results with isError: true.
• B.  Report errors 1 and 2 as JSON-RPC protocol errors; report error 3 as a tool result with isError:
  true.
• C.  Report all three as JSON-RPC protocol errors.
• D.  Report error 1 as a JSON-RPC protocol error; report errors 2 and 3 as tool results with isError:
  true.