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How To Master AI-Assisted Coding Interviews

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Sophie NovatiFounder @ Formation (ex-Nextdoor/Meta Staff Engineer)
How To Master AI-Assisted Coding Interviews poster
1 hour
Course Overview

This course prepares software engineers for the growing shift toward AI-assisted coding interviews, where the rules of engagement have fundamentally changed. You'll learn how to strategically approach the first 10 minutes by gathering requirements and writing tests before touching any code, how to leverage AI for generating test cases while knowing when to rely on your own judgment for debugging, and how to communicate your thought process in a way that sounds controlled and intentional.

The course also covers how advanced data structures like tries, heaps, and LRU caches are re-entering the interview landscape now that AI handles their boilerplate implementation — and how to study for them by focusing on the "why" over the "how." To match what these interviews actually test, you'll also learn to shift your practice habits toward reading and tracing code rather than writing it from scratch. The core theme throughout is that AI changes the weight of each skill, not the skills themselves: typing speed matters less, while verification, clear communication, and strategic judgment matter more than ever.

Meet Sophie Novati

Sophie Novati is the founder and CEO of Formation, an interview prep platform that has empowered hundreds of engineers to secure top-paying roles in the tech industry. With extensive experience in interviews, Sophie understands the common challenges and strategies that lead to success.

Through Formation, she provides tailored coaching to help engineers advance their careers with confidence and earn more while doing it — on average, individuals increase their total comp by $127k after going through Formation.

Before founding Formation, Sophie served as a staff-level engineer at Meta and Nextdoor, where she conducted interviews and mentored over 100 engineers through pivotal moments in their careers.

In her spare time, Sophie loves traveling the world with friends, enjoying great food, and snowboarding.

Learn more about Sophie and what she is building at Formation: https://formation.dev/