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Live coding with AI assistants: what interviewers now expect

Assisted coding is allowed at more companies than you think — here is how they judge your judgement.

AFACRY FacultyProfessional level teaching team Jul 19, 2026 8 min read

Key takeaways up front

  • More companies allow assistants than ban them
  • Scoring shifted to review quality and debugging
  • Silent copy-paste is the fastest way to fail

Interview formats caught up with reality this year. Being allowed an assistant does not make the round easier — it moves the bar to how you supervise it.

1What is being scored

Assume the code will work. They are watching everything around it.

  • Do you state the approach before generating anything?
  • Do you read and correct the generated code out loud?
  • Do you test edge cases the assistant ignored?
  • Can you explain any line if asked?

2How to practise

Record yourself solving a problem with an assistant and watch it back. Most candidates go silent for several minutes — that silence is what costs the offer.

What to do next

  • Narrate your plan before you prompt.
  • Always review generated code aloud.
  • Bring your own test cases.
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