Profiles: Use Profiles IDE with Rudder AI

Mon, 01 Jan 0001 00:00:00 +0000

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 Private Beta — it is included with your Profiles plan at no additional cost.

Reach out to Customer Success if you are interested in enabling this feature for your workspace.

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.

In this section

Guide	Description
Profiles IDE Quickstart	Launch your first session in Profiles IDE
Profiles IDE Version Control	Understand how Profiles IDE uses Git to track changes, manage sessions, and enable team collaboration
Understand Rudder AI Context	Understand what context Rudder AI has access to, including warehouse information, project files, and configuration details
Rudder AI Security and Compliance in Profiles IDE	Learn about Rudder AI’s security model, data access scope, and privacy guarantees when building Profiles projects
Profiles IDE FAQ	Answers to common questions about using Profiles IDE with Rudder AI

RudderStack Docs – Create and Manage Profiles Projects with Profiles IDE

Profiles: Use Profiles IDE with Rudder AI

Overview

How the IDE works

Security and isolation

In this section