Anthropic CCAR-F Question Answer
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 submits two requests:
Request A: “Rename the getUserData function to fetchUserProfile everywhere it’s used.”
Request B: “Improve error handling throughout the data processing module—add try/catch blocks, meaningful error messages, and ensure failures don’t silently corrupt data.”
For which request does specifying an explicit multi-phase workflow (such as analyze → propose → implement with review) most improve outcome quality?

