Use Profiles IDE with Rudder AI Beta

The new Profiles IDE is an AI-powered web-based editor in the RudderStack dashboard that lets you develop your Profiles projects in a production-ready environment with version control.

The new Profiles IDE is currently in beta — it is included with your Profiles plan at no additional cost.

Overview

Profiles IDE provides a development environment where you build Profiles projects through file editing and AI chat. You can use it to:

• Build new Profiles projects from scratch with AI guidance
• Edit existing projects with warehouse-aware suggestions
• Iterate quickly without local setup or environment configuration
• Work with git-native workflows including branching and pull requests

The IDE includes:

• AI chat interface: Ask questions, generate code, get warehouse-aware suggestions
• Code editor: View and edit project files directly
• Git integration: Built-in version control with branching and commits

The AI assistant uses your warehouse schema, project files, and Profiles best practices to guide you as you work.

How the IDE works

When you launch the IDE from your Profiles project, you enter a hosted development environment. The AI assistant can see your warehouse connection details, project files, and schema information to help you build models, define features, and configure entities.

Git automatically tracks changes you make. You can save work in progress, publish to your deployment branch, and raise pull requests for team review. Learn more about the Git workflow in the Version Control guide.

Security and isolation

Each Profiles IDE session runs in an isolated environment with scoped access to only your warehouse credentials and project files. Sessions are ephemeral and cleaned up after inactivity.

For complete security details, see Profiles IDE Security.

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Questions? Contact us by Email or on Slack