EPISODE · May 24, 2026 · 45 MIN
AI FDE at Databricks (E.42)
from Free Form AI · host Michael Berk
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 team08:00 — AI cheating in technical interviews19:00 — Why culture degrades as teams scale31:00 — Building a team brand around specialists43:00 — What skills matter most in the AI eraGreat AI teams aren’t built through rules. They’re built through people who reinforce the right standards every day.
What this episode covers
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 team08:00 — AI cheating in technical interviews19:00 — Why culture degrades as teams scale31:00 — Building a team brand around specialists43:00 — What skills matter most in the AI eraGreat AI teams aren’t built through rules. They’re built through people who reinforce the right standards every day.
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AI FDE at Databricks (E.42)
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