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Demonstrate effective AI-assisted coding workflow

DiscordSoftware Engineer · Onsite
MediumSoftware EngineerOnsiteSoftware Engineering Fundamentals

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This question evaluates a candidate's proficiency with AI-assisted coding workflows, including prompt formulation, tool and library selection, design critique, testing approaches, and iterative feature development to demonstrate engineering judgment and ownership.

In an interview where you are allowed to use an AI coding assistant, you are given a large scoped task (e.g., implementing a TCP chat server). The interviewer asks follow-ups such as:

  • Why did you write your AI prompt that way?
  • Are the suggested libraries/frameworks appropriate? Why?
  • Do you agree with the assistant’s design decisions and added functionality?
  • How would you test the solution?
  • If asked to add a new feature, how would you continue using AI effectively and verify correctness?

Explain a strong, professional workflow for using AI during the interview while still demonstrating your own engineering judgment and ownership.