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4.1 Using Claude to Identify and Fix Bugs
Hands-On Example
Let’s walk through a practical example of using Claude Code as an automated reviewer for a FastAPI service. You’ll see how to feed code context, guide its reasoning, and interpret its feedback.
练习题
What is the first step in using Claude Code as an automated reviewer for a FastAPI service?
A. Interpret its feedback
B. Feed code context
C. Write the FastAPI service
D. Deploy the FastAPI service
Which of the following is NOT a step in using Claude Code for FastAPI service review?
A. Feed code context
B. Guide its reasoning
C. Write unit tests
D. Interpret its feedback
What are the key principles of conversational precision when using Claude Code? (Select all that apply)
A. Context anchoring
B. Instruction clarity
C. Progressive refinement
D. Immediate execution
Which of the following are elements of a precise prompt when using Claude Code? (Select all that apply)
A. Context Definition
B. Clear Objective
C. Behavioral Constraints
D. Random Thoughts
Claude Code operates through command execution rather than dialogue.
Progressive refinement means rewriting the entire code from scratch in each iteration.
The principle of ___ means giving Claude enough background to understand the environment it’s working within.
The element of a precise prompt that focuses on the task’s goal is called ___.
Explain the importance of instruction clarity in using Claude Code.
How does combining context anchoring and instruction clarity improve the quality of code generated by Claude Code?
Which of the following is an example of an instruction conflict in prompts?
A. Asking Claude to write a function that processes data
B. Asking Claude to write short, minimal code with detailed explanations in-line
C. Asking Claude to validate JSON input in a FastAPI service
D. Asking Claude to include input validation and error handling
Behavioral constraints in a prompt are used to add rules and structure to the generated code.
When using Claude Code as an automated reviewer for a FastAPI service, which of the following is a key principle to ensure conversational precision in your prompts?
A. Use vague language to allow Claude more creativity
B. Provide context anchoring, instruction clarity, and progressive refinement
C. Avoid specifying the framework to keep the prompt general
D. Give minimal instructions to see what Claude comes up with
Which of the following are examples of prompting errors that can occur when using Claude Code for FastAPI service review, and how can they be solved?
A. Ambiguity in prompts - Be explicit about the task
B. Context overload - Add file markers and summaries
C. Instruction conflict - Prioritize one goal per prompt
D. Lack of creativity - Use more general language
When using Claude Code for FastAPI service review, providing a clear objective in the prompt is important to ensure that Claude generates targeted results.
To avoid context overload when using Claude Code for FastAPI service review, you should add ___ and summaries to structure the information.
Explain how progressive refinement can be applied when using Claude Code for FastAPI service review.
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