How AI is transforming software testing - Raj Subramanian | SeleniumConf Chicago

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Artificial Intelligence and machine learning are advancing at a rapid pace. This being the case how are we as Testers going to adapt to this change and embrace AI? I will discuss the basics of AI, how software/automated testing can benefit from AI and the future of AI-based testing.
About Raj Subramanian
Raj Subramanian is a former developer who moved to testing to focus on his passion. Raj currently works as a Developer Evangelist for Testim.io, that provides stable self-healing AI based test automation to enterprises such as Netapp, Swisscom, Wix and Autodesk. He also provides mobile training and consulting for different clients. He actively contributes to the testing community by speaking at conferences, writing articles, blogging, making videos on his youtube channel and being directly involved in various testing-related activities. He currently resides in Chicago and can be reached at raj@testim.io and on Twitter at @epsilon11. He actively blogs on www.testim.io and his website www.rajsubra.com. His videos on testing, leadership and productivity can be found here (www.rajsubra.com/my-youtube-ch....

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Опубликовано:

31 май 2024

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Комментарии : 26

@terriblast8076 4 года назад

Start at 25:00, if you have background.

@biswajitpattanayak9992 4 года назад

on 32:00, I think your statement is wrong about the current automation tools failing to recognise the change in text. It completely depends on the automation tester what attributes they have chosen to identify the object with. if they identify with text, it is a poor choice the tester has made. the tool should not be blamed for that.

@testmate7640 4 года назад

Hp QTP had this feature called smart identification almost 15 years back and people prefer not to use it since it could lead to false passes. Now just because you want to use the buzz word AI, that wouldn't make it safe to use. Moreover, it is just a basic algorithm not sure why they call it AI.

@rajatgulati 4 года назад

I recall spending hours troubleshooting an issue which went away eventually by disabling the "smart" identification;

@alteshaus3149 2 года назад

Amazing presentation skills.

@istvan368 2 года назад

Thanks for this video! It is useful.

@sharathkodiganti2714 3 года назад

Does this concept of dynamic locater strategy works for complex xpaths?

@hl-qz1ec 3 года назад

37:40 What are optimum weight statements in this context? I understand what are optimum weights in an optimization cost functional.

@atulthorat5670 3 года назад

Good explanation

@JagjeetSingh-rw3rf 2 года назад

Are there any open source data sets available for same please.?

@sunayanak2192 4 года назад

Can i know if desktop apps also can be automated by AI?

@shahulshas79 2 года назад

Good try. But accuracy is confusing me with difficult dom. If there is change in code, should be change in test automation code. Thats what code deals with ryt? Code to code?

@nickstick9969 2 года назад

Great T-shirt BTW. Where can I get one?

@rajarshiroy6255 16 дней назад

QTP did this 15 yrs back..... called Smart Identification.... AI maybe did it a bit better but you don't really need AI for this.

@amitsabyasachi7430 2 года назад

This is not a part of AI. This is just a logic to generate Xpath using different strategies. Don't buzz the word AI in testing. It's not yet implemented yet in Testing.

@alteshaus3149 2 года назад

Of course, AI is present in Automated Testing. Here, the NN is responsible for identifiying changes but not to crash a test

@prasanosara1944 5 лет назад

i pity the cameraman :P

@amitsavyasachi7573 2 года назад

This is not a real application of AI what these companies are showing. AI is just a buzz word for these people to market. Let me explain how this works - They have an extension that captures all the html tags and attributes based on these attributes they have a logic of building xpaths on fly. For example of Xpath 1 doesnot work it tries to build xpath 2. This is very simple, there is no application of AI here(if someone have knowledge on AI) its just a logic to build xpaths. The main problem with this is it takes a lot of time if there is a no such element exception since it creates xpath based on trial and error.