Generative AI in Software Testing: How testRigor Generates Tests For You

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How to use testRigor's Generative AI to generate actual end-to-end tests using testRigor. Use OpenAI GPT to generate real end-to-end tests.
The ever-changing technology landscape is continuously progressing, and Artificial Intelligence (AI) is playing an increasingly significant role in various aspects of our digital existence. AI is reshaping our interactions with the world, ranging from chatbots to recommendation systems. Quality Assurance (QA) is one area undergoing transformation through AI, particularly with the emergence of Generative AI.
Generative AI refers to systems that can generate novel, intricate, and tailored content. This concept originates from Machine Learning models trained on extensive data, enabling them to produce unique outputs based on user inputs. In the context of QA, this technology brings forth enhanced efficiency, accuracy, and effortless handling of large and intricate scenarios.
Now, consider the application of Generative AI to the creation of test cases. Imagine inputting a test case description, clicking a button, and witnessing the system rapidly crafting a comprehensive end-to-end test. This is no longer a hypothetical situation, thanks to the latest feature introduced by testRigor. And this video shows just that.
If you want to see an example of the generated test by Generative AI, you can find it here: app.testrigor.com/public/iJLK...
Benefits of Generative AI in QA
1. Reduction in Manual Labor
2. Increased Test Coverage
3. Consistency in Test Quality
4. Continual Learning and Improvement
5. Integration with Continuous Integration/Continuous Deployment (CI/CD) pipelines
Generative AI QA Use Cases
To demystify Generative AI in the context of QA, we can break it down into three primary use cases:
1. Generating examples based on a description
2. Code completion
3. Generating individual tests based on a description
You can sign up here: testrigor.com/sign-up/
Request a demo/talk to sales: testrigor.com/request-trial/
#generativeaiinsoftwaretesting #generativeai #softwaretesting

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Опубликовано:

9 июл 2023

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Комментарии : 35

@Kapri44ioza 9 месяцев назад

The testRigor platform itself makes automation easier. Using Generative AI will make it much more easier. Can't wait to try the new feature.

@testautomationtoolsblog 9 месяцев назад

Wow, this is truly groundbreaking! The power of Generative AI in software testing is evident in this impressive demonstration. Watching testRigor effortlessly create a full test scenario based solely on the test title "Find a Kindle and add it to the shopping cart" is mind-blowing. The way it comprehends the intent and automatically generates all the necessary steps to execute the test is a game-changer for the testing industry. Automating test case generation with such precision and understanding is a significant advancement that promises to save an incredible amount of time and effort for QA teams. This technology has the potential to revolutionize the testing process, ensuring comprehensive test coverage while freeing up valuable resources for more critical tasks. Kudos to the team behind testRigor for developing this remarkable product. I can't wait to see how Generative AI continues to shape the future of software testing, making it more efficient, reliable, and user-friendly. Exciting times ahead! 🚀🧠 #GenerativeAI #SoftwareTesting #testRigor #Innovation

@abobakrabdellah7598 7 месяцев назад

I think this tool can function very well in "general" websites like a shopping website as in the given example. And that's becasue it has so many shopping websites to train on. However, I don't think that this tool could be used for a special-purpose web app that is being used by a limited number of users. For instance, an asset-management web app for a specific factory with specifc rules.

@praveenreddy411 2 месяца назад

@@abobakrabdellah7598can you get any AI tools which are well

@VijayGambhiraopet 7 месяцев назад

Quite impressive. Does it work for packaged applications? If not, can your model be trained? And, can data be fed from an external source instead of being embedded?

@testRigor 7 месяцев назад

Hi @VijayGambhiraopet Thank you for your comment! Yes, @testRigor does work with packaged applications. Yes, you can get data via API or by uploading a CSV file. And we have overwhelming demand for uptraining our models, so we will add this feature in the near future. Thank you for your feedback and don't hesitate to schedule a demo off you would like to learn more!

@MinistryOfAutomation 9 месяцев назад

Thanks for posting this video, I am Lead SDET and curious to understand how your tool is working on claimed "Generative AI model" there is lot of things talked on the blog as well but still not clear how are you training your model ? how your test case creation is not limited only till adding a Kindle into the cart but going upto checkout (which was not asked initially) How much time/resources it tool to train the tool for such a simple test case generation ? Generative AI model takes time to learn and i believe someone (mostly QA) need to feed/work on such things before the tool gets trained on such models or application flow ? how much is that investment in terms of time and accuracy ? How this is different than traditional record and playback feature in all other tools from years together ? Will your tool is capable to work on complex workflows involved in ERP applications like Oracle, Workday or SAP ? Can you generate test cases using such "generative AI" model on mathematical applications involved in finance industry or can this be used in medical software applications test case generation ? Whats the ratio or percentage of accuracy of this model generating test cases as per user needs or feeded requirements ? There are so much unanswered questions here about all such tools which are claiming to use "Generative AI " for automated test case creation or fixing scripts automatically without any intervention but your target audience is "tester" so they are expected to test this kind of claims in and out before taking forward to management or even using it themselves so please provide in depth breakdown of the implementation and not just black box stuff to the market, thanks once again for helping the community with such innovation ! Looking forward to hear more.

@testRigor 9 месяцев назад

Hi @MinistryOfAutomation, thank you for your comment. The goal of testRigor is to reduce human time on testing and test automation and increase test coverage at the same time. We believe that this feature helps people to speedup test creation, and you don't need to learn how to deal with generative AI because you can modify the steps after the fact to correct what was not generated correctly. And yes, it will work with packaged applications like SAP, Oracle, Salesforce, etc. Please, feel free to contact us on our website here testrigor.com/request-trial/ to request a demo.

@MinistryOfAutomation 9 месяцев назад

@@testRigor Thanks for getting back quickly, I am going to test these features and will come again with questions/clarification needed. This may be a small start but i am hopeful that such tech will evolve and improve with time and find greater success in the future, My best wishes are with testRigor team !!

@jagsam123 9 месяцев назад

Whatever you ask questions,this question are comes in every persons mind , thanks you

@praveenreddy411 2 месяца назад

@@MinistryOfAutomationthanks for the questions you put across. Please share us AI usage possibility in testing

@prasannadevi5385 6 месяцев назад

Hi @testRigor, Seems like the tool generates the functional tests and make our work muc easier. But is it possible to run API test using this suite?

@testRigor 6 месяцев назад

Hi @prasannadevi5385, thank you for your question! testRigor does have a way to call APIs as a part of the test as described here: testrigor.com/docs/language/#apis

@rickross6368 10 месяцев назад

This is mind blowing

@DharmicCivilisation 10 месяцев назад

what's mind blowing here?

@akashghorpade93 6 месяцев назад

How can we train the model for specific to our app? How does this actually works? Please elaborate.

@testRigor 6 месяцев назад

Hi @akashghorpade93 testRigor will learn from the test cases you create and how your app works automatically. You don't need to do any training yourself. Except the app description when you create an app. Feel free to create a demo and our stuff will be happy to show you how it is done in more details.

@layefyg 3 месяца назад

Does the tool supports the initial login process to a website? The website I want to test uses MagicLink authentication, so how would your tool work in this case?

@testRigor 3 месяца назад

Yes, @layefyg testRigor can seamlessly work with emails. Here is an example of Twitter's sign up using email: app.testrigor.com/public/xFcJxjC39Q6yTdHhN/test-cases/179c35ac-a82f-424a-83c8-0a9403c560d8/executions/DMRjd8NwBAK79qemb

@pinkpantherguitar Месяц назад

is it work on a non-english language website? (i mean if i type the prompts in english ofcourse)

@testRigor Месяц назад

@pinkpantherguitar yes, testRigor does work for both non-English websites as well as you can write tests themselves in languages other than English.

@praveenreddy411 2 месяца назад

What about security, while we testing financial area. What about some edge case scenarios

@testRigor 2 месяца назад

@praveenreddy411 we are working with partners to integrate our system with security testing, OWASP top 10 and beyond. Please request a demo here testrigor.com/request-trial/ to learn more.

@globalpromo3212 4 месяца назад

It’s automating those test cases right?

@testRigor 4 месяца назад

Yes, at the end, you get automated test cases. Correct.

@abhiuppal4839 2 месяца назад

Can we train the tool for ETL testing for Azure cloud applications?

@testRigor 2 месяца назад

@abhiuppal4839 testRigor platform was designed specifically for the UI testing. If your ETL is designed to migrate your data to a different system that supposed to have the same UI testRigor can definitely can help. It can also help to test data in database directly. If you need something else I would suggest to book a demo to talk to a specialist about your specific scenario.

@ticklegiggles Месяц назад

@testRigor, How to use with jenkins and docker

@testRigor Месяц назад

@ticklegiggles If you open your project, on the left there will be a menu item saying "CI/CD Integration" which will contain a copy-pastable script for your Jenkins

@sheikarif7222 Месяц назад

wrapup Automation testers, its gonna reduce our jobs🤣

@testRigor Месяц назад

@sheikarif7222 We see it as Automation Testers just becoming order of magnitude more efficient in their jobs. The job description would change from writing code to writing prompts.

@debangamedhi 5 месяцев назад

Using test rigor we are testing only the implementation as per the dev. We should be testing against the requirements instead

@testRigor 3 месяца назад

Hi @debangamedhi you can use another testRigor feature to generate test cases based on PM-level requirements and execute those test cases. There no devs need to be involved

@saradhamaniramanathan6125 2 месяца назад

Is this paid software ?

@testRigor 2 месяца назад

@saradhamaniramanathan6125 There is a free version for learning (everything you do will be public) and there is a paid version. You only pay for infrastructure to execute tests, the framework itself is free.