In this video, we will learn how to build a simple AI Agent framework using Playwright and OpenAI. This video explains the concept of AI agents in test automation and how AI can generate Playwright automation scripts dynamically based on user instructions.
We start by understanding the theory behind AI agents, including Planner, Generator, and Healer concepts, and then we move to a practical implementation where we build a simple AI agent structure inside a Playwright project.
In this project, instead of writing Playwright automation scripts manually, we give instructions in plain English like:
"Open Google, search Playwright, click first link and take screenshot"
and the AI generates Playwright automation code and executes it automatically.
This video covers:
What is an AI Agent in automation
Planner, Generator, and Healer concepts
How AI can generate Playwright automation scripts
Project folder structure for AI agent framework
Prompt Engineering and Prompt Template
OpenAI Client integration
Agent Executor logic
Dynamic code execution using JavaScript
Execution flow from test file to AI to Playwright
How to generate and use OpenAI API Key
End-to-end architecture explanation
Project Flow Explained:
Spec File → Agent → OpenAI Client → Prompt Template → OpenAI → Generated Playwright Code → Agent Executes Code → Browser Automation
This is a beginner-friendly introduction to AI-powered test automation using Playwright and AI models.
This video is useful for:
Playwright Automation Engineers
QA Automation Engineers
SDET Engineers
AI in Test Automation learners
Developers interested in AI Agents
Anyone who wants to learn the future of automation testing
Tools Used:
Playwright
Node.js
OpenAI API
JavaScript
VS Code
To use OpenAI API, generate your API key here:
https://platform.openai.com/api-keys
Then set your API key as an environment variable:
Windows:
set OPENAI_API_KEY=your_api_key
Mac/Linux:
export OPENAI_API_KEY=your_api_key
The future of test automation is moving towards AI-driven automation where we give instructions and AI writes automation scripts automatically.
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