AI-Assisted Coding Interview Prep Guide

Built by engineers who coached interviewers at Meta and evaluated thousands of candidates, this guide reveals a framework for separating a “hire” from a “no hire” in AI-assisted coding interviews—the round Meta has rolled out and Google has begun piloting.

You’ll get an operating model for when AI is in the room—confirming the rules, keeping AI in a narrow supporting role, and stating a problem contract before you prompt—plus work through a hire-vs-no-hire transcript scored against a rubric modeled on how top companies evaluate engineers.

• A minute-by-minute breakdown of an AI-enabled coding round
• A four-pillar rubric for grading your AI-assisted practice reps
• A hire-vs-no-hire transcript you can score against realistic criteria