In this tutorial, you will learn how to build interactive data and AI applications directly within the Databricks environment using Lakebase (managed Postgres), Databricks Apps, and AI-assisted development in your IDE. 🎯 What You'll Learn: • Why traditional AI app builders create expensive data duplication • How to build full-stack apps inside your secure Databricks environment • The 4-step Context Engineering workflow for productive AI coding ⏱️ CHAPTERS: 00:00 The Enterprise AI App Challenge 01:54 Project Overview: Knowledge Testing App 02:54 Architecture: The Vibe-Coding Stack Explained 04:59 Setup: Lakebase + Databricks Apps (5 Minutes) 07:27 The Context Engineering Workflow 12:20 Wrap-Up & Next Steps 📚 Resources: • Apps Cookbook: • GitHub repo with Databricks Apps Templates: • Blogpost with working code: 🤝 Connect with us: Website: LinkedIn: Instagram: Facebook: #Databricks #Lakebase #VibeCoding