Agent Bricks, MLflow 3.0 and Use Cases

Everyone’s excited about GenAI — but building real, reliable agents? That’s where it gets tricky. I chatted Holly Smith and Nick Karpov from Databricks at the Data + AI Summit on The Ravit Show to talk about the tools that are actually making agentic AI work in the enterprise.

We covered two big launches:

🔹 Agent Bricks – Designed to reduce the cost and complexity of deploying AI agents in production. Holly and Nick walked me through how it’s solving real-world problems — and what kinds of use cases are already gaining traction across industries.

🔹 MLflow 3.0 – The latest update has been reimagined for GenAI workflows, with better support for LLMs and more streamlined experimentation. It’s a big step toward faster iteration and safer deployment of AI models.

We also geeked out a bit on how Databricks uses its own platform internally — always fun to hear how the builders are also the power users.

Great convo with two people who live and breathe this stuff.

#data #ai #databricks #DataAISummit #theravitshow