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

AI-Driven Test Automation: Playwright, Selenium, LLMs & More - Build Resilient Test Automation Frameworks from scratch with Self Healing, Caching, Visual Testing & Local LLMs

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Description

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 & Setup

Install 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 LLMs

Building 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 AI Healing in Playwright

Ensuring existing Selenium Test code logic works for Playwright with POM

Building Visual Testing with Vision LLM Model

Understanding Vision Models and using them for Testing

How to prompt Vision model to get Page comparison

Implementing E2E Vision comparison

By completing this course, you'll master building intelligent test automation frameworks using Selenium and Playwright enhanced with local LLMs through Ollama. You'll confidently implement AI-powered locator strategies that reduce maintenance while preserving test integrity, create self-healing mechanisms with human oversight, and use prompt engineering to generate test scenarios from natural language

Who this course is for:

• QA Engineers
• Dev Engineer
• AI QA Engineer
• AI Dev Engineer