Vibe Coding Workshop Template

Build end-to-end data products on Databricks with AI-assisted development

This template is a complete data product builder powered by vibe coding. Start from a raw customer schema or existing data, and build your way through the full Databricks stack — Databricks Apps with Lakebase, medallion architecture (Bronze, Silver, Gold), semantic layer, Genie Spaces, ML pipelines, and GenAI agents — all guided by 77 accelerator skills, a standalone GenAI agent course, and your AI coding assistant.

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What is Vibe Coding?

Vibe Coding is an AI-assisted development approach where you collaborate with AI tools (like Cursor, GitHub Copilot, Claude Code, Windsurf, or similar) to rapidly build, iterate, and deploy production-quality data products. Instead of writing every line from scratch, you describe what you want and let the AI handle the implementation — guided by structured agent skills that encode best practices.

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Quick Start

Workshop participants: See PRE-REQUISITES.md for the full setup checklist (workspace access, CLI, IDE, and authentication).

Prerequisites

Clone the Template

git clone https://github.com/databricks-solutions/vibe-coding-workshop-template.git my-project
cd my-project

Choose Your Starting Point

Path A: Build and Deploy a Databricks App

Build a full-stack TypeScript app on Databricks AppKit, guided by 10 agent skills:

1. Read the workshop guide: apps_lakebase/Instructions.md
2. Open your AI coding assistant and prompt:

I want to build a Databricks App. Read @apps_lakebase/skills/01-appkit-scaffold/SKILL.md and scaffold a new AppKit project.

3. Follow the branch-aware workflow in Instructions.md:
   • Phase 1: Scaffold + build UI from a PRD, test locally (uses 01-appkit-scaffold and 02-appkit-build skills)
   • Phase 2: Deploy to Databricks Apps with mock data (uses 03-appkit-deploy skill)
   • Phase 3: Setup Lakebase bundle resources (uses 04-appkit-plugin-add and apps_lakebase/prompts/03-setup-lakebase.md)
   • Phase 4: Wire Lakebase backend locally (uses 04-appkit-plugin-add and 05-appkit-lakebase-wiring skills)