Free Form AI
Free Form AI

AI FDE at Databricks (E.42)

24 May 2026 45:29 Michael Berk

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About this episode

Building a great AI team takes more than hiring smart people. In this episode, Brooke Wenig breaks down how Databricks built the AI FDE organization, why culture compounds faster than technical skill, and what separates high-trust engineering teams from teams that slowly degrade over time. We also get into mentoring, hiring in the age of AI coding tools, and why software engineering fundamentals matter more than ever.

00:00 — How Databricks built the AI FDE team
08:00 — AI cheating in technical interviews
19:00 — Why culture degrades as teams scale
31:00 — Building a team brand around specialists
43:00 — What skills matter most in the AI era

Great AI teams aren’t built through rules. They’re built through people who reinforce the right standards every day.

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