Bubble Lab

What is Bubble Lab?

Bubble Lab is a developer-focused workflow automation platform that transforms conversational prompts into clean, exportable TypeScript code. Unlike traditional visual workflow builders that lock users into proprietary JSON formats, Bubble Lab provides complete code ownership and transparency. The platform features Bubble Studio, a visual editor with side-by-side execution logs, and allows developers to seamlessly migrate from tools like n8n. With built-in AI assistance through Pearl, users can describe workflows in plain language and instantly generate working automations using composable bubbles (integrations, tools, and logic nodes).

Key Features

• Prompt-to-Workflow Generation

  Natural language interface powered by Pearl AI assistant that instantly converts descriptions into functional workflows using composable bubble architecture.

• TypeScript Export & Code Ownership

  Export visual workflows as clean, production-ready TypeScript that runs anywhere—integrate with existing codebases, CI/CD pipelines, and infrastructure without vendor lock-in.

• Full Observability & Debugging

  Built-in execution tracing with detailed logs, token usage tracking, performance metrics, and real-time visibility into every workflow step for transparent debugging.

• Visual Studio Editor

  Bubble Studio provides intuitive visual workflow building with side-by-side execution monitoring, enabling both no-code creation and code-level control.

• Seamless Migration Tools

  Import existing n8n workflows automatically, with instant translation from proprietary JSON into Bubble Lab's modular bubble architecture.

• Flexible Deployment Options

  Deploy via hosted cloud platform, self-host with open-source packages, or run locally in development mode with SQLite—complete flexibility for any infrastructure.

Use Cases

• Operations Automation : BizOps and SalesOps teams can build production workflows in minutes by describing tasks, eliminating manual processes without writing code.
• Data Processing Pipelines : Developers rapidly scaffold web scraping, data processing, and AI-powered summarization pipelines, then export them as TypeScript for backend integration.
• Document Workflow Automation : Teams automate document parsing, filing, and processing tasks with pre-built tools like DocuBubble for intelligent document management.
• Team Automation Standardization : Engineering teams create observable, testable, and maintainable automation workflows that can be version-controlled and shared across the organization.
• AI Agent Prototyping : Rapidly prototype and demonstrate agentic automation workflows with minimal setup, leveraging built-in AI capabilities and extensive integration options.

FAQs