Natural Language to Playwright Scripts
- Write tests in plain English
- AI interprets intent and generates robust selectors
- Outputs executable Playwright code for CI/CD integration
Completed
DrCode UI Testing Automation
Technologies Used
Playwright Node.js Socket.IO LangChain TypeScript OpenAI
Tags
testing automation ai playwright
Project Links
DrCode is a "Text-to-Test" platform developed as an in-house product at Airia. It enables users to articulate test scenarios in natural language, and the system automatically executes the tests and generates corresponding executable Playwright scripts.
Key Features
Real-Time Execution Feedback
- Designed real-time feedback loop using Socket.IO
- Watch browser automation live via web interface
- Debug tests as they execute
AI-Powered Adaptation Layer
- Handles dynamic UI changes automatically
- Reduces test script maintenance overhead significantly
- Self-healing tests that adapt to DOM changes
Architecture
Core Components
- LangChain: Natural language understanding and test generation
- Playwright: Browser automation framework
- Socket.IO: Real-time bidirectional communication
- OpenAI: LLM for test interpretation