TravelTest AI Debugging & Framework Optimization

Business Scenario

Welcome to the QA Automation Team at TravelTest Pvt. Ltd.

The QA Manager has assigned you the task of debugging Selenium Failures and optimizing the Automation Framework using AI-Assisted Techniques within the TravelTest Framework.

In this lab, you will use AI-Powered Debugging Methods to identify and fix Selenium Execution Issues, optimize Wait Strategies, improve Framework Performance, and enhance Test Coverage. You will also explore how AI-Assisted Framework Optimization helps reduce Flaky Tests, improve Execution Stability, and increase Automation Efficiency.

Pre-Lab Preparation

  • Install Java, Selenium WebDriver, Maven, and TestNG.

  • Configure browser drivers and IDE setup.

  • Ensure the TravelTest framework is running properly.

  • Install AI tools like GitHub Copilot or use OpenAI ChatGPT.

  • Review common Selenium exceptions and TestNG reports.

  • Execute existing test cases to identify failures before debugging.

git pull origin branchName

Git Pull

Task 1 :   Debug Selenium failures using AI

Open Automation Project

1

  • Launch Eclipse IDE.

  • Open the TravelTest Selenium project.

Open Test Script

2

  • Navigate to:​

Run Selenium Test

3

  • Right-click the test file.

  • Select:

Run As → TestNG Test

OR run using Maven:

mvn test

src/test/java

  • Open the required test class file.

Observe Failure

4

  • Check Console output.

  • Identify failed test case and Selenium exception.

Example:

 

  • Copy the complete error from Console logs.

Example:

 

 

Copy Error Message

5

NoSuchElementException
Unable to locate element

  • Open OpenAI ChatGPT or use GitHub Copilot.

 

Analyze Error Using AI

6

  • Paste the error message.

  • Review AI suggestions for fixing the issue.

Update Script if Required

9

Execute the Script

10

Verify Test Execution

11

  • Modify:

    • Application URL

    • Locators

    • Test data

    • Browser setup

  • Run the test case using TestNG.

Run As → TestNG Test​

  • Observe browser execution.

  • Validate login functionality execution.

Review and Debug Script

12

  • Check for compilation or execution errors.

  • Correct issues if required.

  • Re-run the script successfully.

Task 2:Use GitHub Copilot for Coding Support  

Open IDE

1

  • Launch VS Code, Eclipse, or IntelliJ IDEA.

  • Open the TravelTest automation project.

 

Install GitHub Copilot Extension

2

Sign in to GitHub

3

  • Navigate to Extensions/Plugins section.

  • Search for:

GitHub Copilot

  • Install the extension.

Open Test Package

4

  • Navigate to the automation test package inside the project.

Example:

  • Login using your GitHub account.

  • Authorize GitHub Copilot access in IDE.

src/test/java/tests

Create New Test Class

5

Start Writing Selenium Code

6

  • Create a new Java class.

Example:

SearchFlightTest.java

  • Begin typing Selenium commands or comments.

Example:

 

// Write Selenium script for login functionality

Accept GitHub Copilot Suggestions

7

  • Observe AI-generated code suggestions.

  • Press:

Tab

Accept the suggested code.

Complete Script Generation

8

  • Continue typing required methods and validations.

  • Use Copilot suggestions for:

  • WebDriver setup

  • Locators

  • Test methods

  • Assertions

Save the Script

9

  • Save the generated automation script.

  • Verify code structure and syntax.

Execute the Test Script

10

  • Run the test case using TestNG.

Run As → TestNG Test

Verify Automation Execution

11

  • Observe browser actions during execution.

  • Validate expected application behavior.

  • Check generated code quality.

  • Modify or optimize script if required.

  • Re-run the test successfully.

Review and Improve Code

12

Open the TravelTest Application

1

  • Launch a browser.

  • Open the TravelTest web application.

Open Developer Tools

2

  • Right-click on the required web element.

  • Select:  Inspect

Task 2  :Generate Locators Using AI

Identify Web Element

3

  • View the HTML source of the selected element.

Example:

 

  • Copy the HTML code of the web element.

Copy Element HTML

4

  • Launch ChatGPT or any AI locator generation tool.

Open ChatGPT or AI Tool

5

  • Provide the copied HTML and request locator generation.

Example:

Enter Locator Generation Prompt

6

<input type="text" id="username" name="userName">

Generate XPath and CSS Selector for the following HTML element.

Review Generated Locators

7

  • Observe AI-generated locators.

Example:

 

Copy Generated Locator

8

  • Select the most stable and readable locator.

  • Copy the generated XPath or CSS Selector.

Add Locator in Automation Script

9

  • Open the Selenium test script in IDE.

  • Add the generated locator.

Example:

 

XPath: //input[@id='username']

CSS Selector: input#username

driver.findElement(By.xpath("//input[@id='username']")).sendKeys("admin");

Execute the Script

10

  • Run the automation test using TestNG.

Run As → TestNG Test

Verify Locator Functionality

11

  • Observe whether the element is identified successfully.

  • Validate successful interaction with the element.

Optimize Locator if Required

12

  • Modify locator strategy if element identification fails.

  • Re-run the script successfully.

Open the Automation Project

1

  • Launch Eclipse, IntelliJ, or VS Code.

  • Open the TravelTest automation framework project.

Prepare Reusable Framework Components

2

  • Verify reusable classes are available:

    • Base classes

    • Utility methods

    • Page Object classes

    • Common functions

Task 4 :  Improve Script Creation Speed  

Open AI Tool

3

  • Launch ChatGPT or enable GitHub Copilot in IDE.

Select Automation Scenario

4

  • Choose a test scenario for script development.

  • Example:

     

  • Verify flight booking functionality

     

  • Enter prompt in ChatGPT or use Copilot suggestions.

Example:

Generate Selenium TestNG script for flight booking process.

Generate Initial Script Using AI

5

  • Integrate reusable methods instead of writing code manually.

Example:

 

Reuse Existing Methods

6

loginToApplication();

  • Generate XPath or CSS selectors using AI tools.

  • Add generated locators into scripts.

 

Use AI for Locator Generation

7

  • Use Copilot suggestions for:

    • WebDriver setup

    • Assertions

    • Wait conditions

    • Test methods

Auto-Generate Repetitive Code

8

  • Run the automation test using TestNG.

Run As → TestNG Test

 

Save the Automation Script

9

Execute the Test Script

10

Save generated and optimized test scripts in the project.

  • Observe reduced manual coding effort.

  • Verify faster script creation and execution.

 

Verify Execution Speed

11

  • Refactor reusable code if required.

  • Store utilities and methods for future automation tasks.

Optimize and Reuse Scripts

12

 

Good Job!!

You have successfully completed the lab on TravelTest AI-Assisted Automation Development, where you learned how to use ChatGPT for Script Generation, GitHub Copilot for Coding Support, and AI for generating Selenium Locators.

You also understood how AI-Assisted Development improves Automation Speed, Script Quality, and Development Efficiency within the TravelTest Automation Framework.

Checkpoint

   Git Push

git push origin branchName

Next-Lab Preparation

  • Debug Selenium failures using AI
  • Optimize wait strategies
  • Improve framework performance
  • Enhance test coverage