Generative AI in Software Testing: How testRigor Generates Tests For You
Summary
TLDRThis tutorial demonstrates the ease of using generative AI with testRigor to create end-to-end tests. By using BestBuy as an example, the video shows how to set up a test suite, generate test cases, and modify them for accuracy. The AI autonomously navigates the website, identifies steps for a functional test, and allows for quick edits to ensure the test meets specific requirements. The result is an efficient and customized test case in just minutes, showcasing the power of AI in simplifying the testing process.
Takeaways
- 😀 The video demonstrates the ease of using generative AI to create end-to-end tests with testRigor.
- 🛍️ The demonstration uses the BestBuy website as an example to show the test creation process.
- 📝 The user is instructed to copy and paste the website URL into the test feed and name the test suite.
- 🔄 There is an option to add custom test cases manually or let the AI generate them based on the website's content.
- 🔑 The AI uses prompts and the website to determine step-by-step actions needed to build a functional test.
- 🔍 The system automatically loads the specified website and begins the test generation process.
- 📸 The video shows a screenshot of the AI entering 'Kindle' into the search bar and adding it to the cart.
- 🛒 The AI navigates through the checkout process, including handling a login prompt and entering an address.
- ✏️ The test case can be easily modified using Quick Edit or the Edit test case button for corrections.
- 📋 The AI-generated test includes validation steps, which can be adjusted based on the user's needs.
- 🔄 After modifications, the AI retests the updated instructions to ensure the test performs as required.
- 🎯 The video concludes with a functioning negative end-to-end checkout flow test created in under five minutes.
Q & A
What is the main topic of the video script?
-The main topic of the video script is demonstrating how to use generative AI to create end-to-end tests with testRigor, using BestBuy as an example.
What is the first step in creating a test suite in the video?
-The first step is to copy the URL, paste it into the test feed, and name the test suite, in this case, 'BestBuy'.
How does the video script suggest adding a custom test case?
-The script suggests clicking on the 'Add custom test case' button and then writing the test cases using description and steps, or using the system to generate an example.
What does the system do when the second button is clicked for generating a test?
-When the second button is clicked, the system starts generating an actual functional end-to-end test using the website URL specified earlier.
What is the purpose of the prompt used by the system in the video?
-The prompt is used by the system to figure out step by step what needs to be done to build a functioning end-to-end test on the specific website.
How does the AI system interact with the website during the test generation?
-The AI system loads the specified website, enters information into search bars, clicks buttons, and navigates through pages to simulate user actions for test generation.
What issue did the AI encounter when entering an address during the test?
-The AI encountered an issue where it entered the full address into the address bar, which is not in the correct format because city and zip code are different fields.
How can the generated test case be modified if there are errors?
-The test case can be modified using the 'Quick Edit' or 'Edit test case' button to correct any errors or adjust the steps as needed.
What validation method is suggested in the script for the test case?
-The script suggests validating the test by checking if the page still contains the 'Apply' button after making changes to the test case.
How long did it take to create a functioning negative end-to-end checkout flow test according to the video?
-It took about five minutes to create a functioning negative end-to-end checkout flow test, with most of the test case generated by the generative AI.
What is the final outcome of the test case generation process shown in the video?
-The final outcome is a functioning test case that is working and performing exactly as needed, with the majority of the test case generated by the AI and modified by the user for specific requirements.
Outlines
🛒 Generating E2E Test Cases with AI
The video demonstrates the process of using generative AI to create end-to-end test cases for a website, specifically BestBuy. The presenter guides viewers through copying the website URL, naming the test suite, and utilizing the 'Add custom test case' feature. Two options are presented: writing test cases manually or allowing the system to generate them automatically. The focus is on the latter, which involves the AI loading the website, using prompts to understand the steps necessary for a functional test, and executing those steps. The AI's process is shown, including entering search terms, adding items to a cart, and navigating through checkout, even handling a login prompt and address entry. The presenter also shows how to modify the test case using 'Quick Edit' to correct any issues, such as entering an address in the wrong format.
🔍 Validating and Updating Test Cases
This paragraph continues the tutorial by discussing how to validate errors and specific conditions within the test case. The presenter explains how to highlight necessary fields like the State or to ensure that the 'Apply' button remains functional. The video shows the updated test case execution, which follows the corrected instructions provided by the user. The AI's generative capabilities are emphasized, as the majority of the test case is automatically generated, with the user making necessary modifications to fit specific needs. The video concludes by showcasing the successful execution of the updated test case, which validates the 'Apply' button's functionality, demonstrating the ease of building functional end-to-end tests using AI.
Mindmap
Keywords
💡generative AI
💡testRigor
💡test suite
💡custom test case
💡end-to-end test
💡prompt
💡screenshot
💡Quick Edit
💡validation
💡retest
💡checkout flow
Highlights
Introduction to using generative AI for creating end-to-end tests with testRigor.
Demonstration of creating a test suite by copying a URL and naming it BestBuy.
Explanation of adding a custom test case manually or generating one automatically.
Showcasing the automatic generation of an example test case.
Emphasizing the generation of actual functional end-to-end test using the website.
Description of the system loading the specified website to build a functioning test.
Observation of the AI entering 'Kindle' into the search bar and adding it to the cart.
Illustration of the AI navigating to the cart and proceeding to checkout.
AI's decision to continue as a guest during the login prompt.
Misstep in the AI's attempt to validate the page contains an address.
Correction of the AI's incorrect address entry by modifying the test case.
Introduction of Quick Edit feature for easily modifying test cases.
Explanation of validating errors and specific conditions in the test.
Demonstration of updating and retesting the modified test case.
Showcasing the updated test executing the correct instructions.
Achieving a functioning negative end-to-end checkout flow test in minutes.
Majority of the test case generated by generative AI with user modifications.
Final demonstration of the test case working as needed and validating the 'Apply' button.
Conclusion emphasizing the ease of building functional end-to-end tests with AI.
Transcripts
Hello everyone! Today I will show you how easy it is to use generative AI to generate end-to-end
tests using testRigor. For that we will be using BestBuy. Let's just copy the URL, paste it into
the test feed and name test suite BestBuy, then we can proceed and create the test suite.
There is a button here says Add custom test case. You click on that: here you can write
your test cases yourself using description and then steps that need to be executed. Or
you can specify the description for example, find a Kindle and add it to shopping cart.
If you click on the first button, it will just generate you an example.
However, if you click on the second button,
this is where it will actually start generating your actual functional end to end test,
and this is automatically generated test in there. So we are interested in the second one.
So what the system does is basically it loads the website, the URL which we have specified
when we created the test suite. Then it will use a prompt and your website
to figure outstep by step what needs to be done to actually build a functioning
end to end test on your specific system. And this is what it is doing right now.
So as you can see it entered, let's go there and see what it is trying to do here. If I
click on the screenshot you can see it entered Kindle into search bar, clicked on this Kindle
and Add to cart, and it got to this interesting pop up.
But it figured out that you should click Go to cart there,
and it got to whatever seems to be Cart. Then
it clicked Check out and there's a login prompt.It says continue as guest. All right
here it decided for some reason that it needs to validate that the page contains address.
After that it actually entered some kind of an address there. As you can see it tried to
enter the full address into address bar which is clearly not to the format because the city
and the zip code are different fields. But that's totally fine because we can easily modify this
test case. For that you can use either Quick Edit or Edit test case button. Let's click Quick Edit,
and here first of all, we do not need to do this validation in here so we'll remove that
we might need it later. Second of all, it's a funny city name.
We can add this city into City and enter the zip code into Zip and remove them from the
original long address. Now we are entering correct format, address city and zip,
click Apply which is next button in there. So now the question is, okay,
we're probably not going to go through, what are we going to validate? Well, there are several
way show we can validate errors we can validate specific errors. Let's say it highlights the State
and says we need the State, or we can just validate it and go through anywhere,
and say the page still contains Apply button and this is what we'll do,
so just click update and retest. As you can see here, this is our updated test.
And now what it will do, it will execute our updated instructions
to run the test doing exactly what we need there instead of these slightly incorrect ones. And this
way we got ourselves a functioning negative end to end checkout flow test within five minutes.
Once again, the majority of the test case had been generated by the generative AI.
And then we modified it to allow it to do whatever we need.
And we got ourselves a test case which is working and doing exactly what we need.
And this is how easy it is to build functional end to end test case using generative AI.
Let's give it a second and voila! As you can see here, it found Apply
which is still enabled button on the page. Thank you very much!
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