AI-Driven Test Automation: Playwright, Selenium, LLMs & More

About this course

Transform Your Test Automation Code (Selenium & Playwright) with AI-Powered Intelligence

This comprehensive course teaches you how to build intelligent, resilient test automation frameworks that leverage local LLMs to reduce maintenance, improve test stability, and accelerate bug detection—all while maintaining complete test integrity.

What You'll Learn:

• Foundation & SetupInstall and configure local LLMs using Ollama
• Understand prompt engineering, context engineering & model behavior
• Master the fundamentals of effective AI communication

Understanding Automation Problems & AI Solutions

Identify common automation pain points

Analyze traditional automation limitations

Learn how AI enables self-healing of locators in Selenium

Master prompting LLMs for alternative locators

Building Foundation - Local & Cloud LLM Communication

Build code to access local LLMs via Ollama API

Build code to access cloud LLMs via OpenAI API

Create centralized configuration to access LLMs

Understand how to extract LocatorType and LocatorValue from Selenium POM

Understand passing PageSource and Locator Context to LLMsBuilding Intelligent Locator Strategy for Selenium

Understand deserialization of LLM responses

Implement AI Healing to get alternative locators from LLMs

Build AI Healing for different locator types (XPath, CSS, ID, Name)Perform AI Healing code within self-healing logic

Building Intelligent Playwright Automation

Implement Self Healing for Playwright Handle Different Locator Types

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