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AI-Driven Test Automation: Playwright, Selenium, LLMs & More (Udemy.com)

2026 - Build Resilient Test Automation Frameworks from scratch with Self Healing, Caching, Visual Testing & Local LLMs

Created by: Karthik KK

Last updated November 2025

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What you will learn

  • Basics of Prompt Engineering, Context Engineering and Vibe Coding
  • Applied Context Engineering and Prompt Engineering while writing Self healing code in Selenium/Playwright
  • Writing Self Healing Selenium/Playwright code with ZERO flaky UI Tests
  • Understand the Power of Local and Cloud LLMs while healing locators which are broken

How it compares

Against the other 848 rated Udemy courses in IT Certifications on CourseDuck:

  • Rating4.4 out of 5higher than 28% of them
  • Reviews321#490 of 849 by number of reviews
  • Length9.1 hourslonger than 52% of them
  • Last updatedNovember 2025earlier than 56% of them

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Course 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

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Instructor Details

Karthik KK

I am Karthik K.K. I do consulting, blogging and researching on various different tools and technologies which inspire my interest. I have been into Software Automation Testing for over 20 years now and my interest in learning new stuffs which enables automation has never been compromised.

Due to my passion in automation testing I got fully exposed to tools and languages like


AI and Machine Learning: Built an Tool for Playwright MCP Server, LangChain, DeepEval, RAGAs, HuggingFace, Fine-tuning LLMs

Desktop & Web : Cypress, Selenium, Specflow,Puppeteer,Plawright, UFT, VS Coded UI, Ranorex ,Test Complete and Cucumber
Mobile : Appium, Robotium,Calabash, Espresso, Selendroid
Languages : C#, Java, Ruby, Powershell, Javascript, VBScript 
Cloud Tools : Azure, Dockers
Misc Tools: Mockito, Rest-assured, Bound-Box,FluentAutomation
Interested in: MVC, Entity framework, LINQ, Fakes, Distributed deployment, SAAS, Event-Driven System


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Reviews

4.4

321 ratings on Udemy

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By aritragh@yahoo.in on 8/28/2026

Very Efffective Course. Just a couple of things I want to add 1) The Course is in C#, which is not mentioned at the beginning. I would request to either mention this in the Course Title &/OR add 1 Section for C# Tutorial here (so that Persons like Me who haven't worked on C# earlier can work on that first) 2) Requesting to please add Tutorials on Agentic AI in this Course using both Selenium & Playwright

By Jose Osvaldo Morillo Villar on 7/12/2026

Selenium example was perfectly but the playwright section could also been tested high level but as well detailed, that will also give more context to this course and section.

By Daniel Vargas on 6/7/2026

The content was easy to follow and understand but there was some extra back tracking in all the sections that became a bit tedious. For complete beginners this is a great course but intermediate and above it is a bit repetitive and slow. Also Adding C as part of the title description would be a bit better/transparent for complete beginners that probably are using other languages. Still would recommend this for anyone that's starting or mid level and want to learn a bit of AI-driven TA

By Akash Patel on 4/1/2026

I am on halfway to course and realised that the course is very good for beginners. But since this is an AI course many people who don't know coding may also join. For them a simplest language to see code for first time would be Python but not C#. Other than that going good so far. Thanks KK.

By Mariyam on 10/28/2025

Amazing course! I'm a QA engineer from São Paulo and this completely changed how I do test automation. The AI self-healing concepts finally make sense and I'm already using Ollama at work. Karthik explains everything clearly even though English isn't my first language. Totally worth it!

By Jinah on 10/28/2025

There are many details to comprehend, but it opens up a whole new world of how we can enhance our existing automation tests without the need for new tools. This could be a game-changer if we implement it in our work. The company I work for doesn’t have the feature yet, but I’ll need to request it from my management. It’s a future-proof course.

By Tunsi on 10/28/2025

Great course and a lot of learning! I’m expecting the author to not cover so much detail. Sometimes, I feel like the author goes on explaining too much of a detail. I suppose it will be helpful for someone without a programming background, but it’s a bit too much for me. However, I’m still happy with the overall course; it’s great so far. Thanks

By Yaara on 10/27/2025

There is no course in the Internet which talks how we can use LLMs for automation testing for Selenium and Playwright. I think this is the ONLY course which covers 1. AutoHealing 2. Visual Testing 3. Semantic Context 4. API AI Automation Very detailed and well explained course ! Recommended !

By Niana on 10/27/2025

This is my 6th Course from Karthik on AI and I love the way he tells the entire topic and keep the discussion so much engaging. Now, I can figure out why he tells how to use LLMs for automation. Highly recommended course for anyone who want to implement intelligent AI based Test Automation framework in their organization

By Martin on 10/27/2025

This should be one of the kind of course which explains why we need AI rather using it just for Vibe coding. Now it makes complete sense. Now it opens me whole new world to implement the same for different scenarios for my automation I am doing.

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Overall Score : 88 / 100