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You are building developer productivity tools using the Claude Agent SDK.

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 used the agent yesterday to analyze a legacy authentication module, identifying two distinct refactoring approaches: extracting a microservice versus refactoring in-place. Today, they want to explore both approaches in depth—having the agent propose specific code changes for each—before deciding which to implement.

What’s the most effective way to structure this exploration?

A.

Use fork_session to create two branches from yesterday’s analysis, exploring one approach in each fork.

B.

Resume yesterday’s session and explore both approaches sequentially within the same conversation thread.

C.

Resume yesterday’s session to explore the first approach, then start a new session for the second, manually recreating the original context.

D.

Start two fresh sessions, manually providing a summary of yesterday’s analysis findings to establish context.

Anthropic CCAR-F Summary

  • Vendor: Anthropic
  • Product: CCAR-F
  • Update on: Aug 26, 2026
  • Questions: 152
Price: $52.5  $149.99
Buy Now CCAR-F PDF + Testing Engine Pack

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