Artificial Intelligence Automation Testing-Building Test Automation Framework using AI-QA-Testing-AI

[@rvipinkumar]

Hello @QA1, Thanks for bringing the playlist of AI in Automation. Please provide a playlist that demonstrates the "real" application of these AI concepts in a test automation project. Rather than a slideshow that provides an abstract overview of every AI concept related to test automation, that will be really helpful. Thank you.

[@QA1]

I explain and give the demonstration of real AI-based applications in my course on Introduction to AI and ML and Applications of AI in Software Testing and Test Automation. But, I'm also giving basic conceptual knowledge of AI-based software testing and test automation in Artificial intelligence for Software Testing and Test Automation at kzbin.info/aero/PLc3SzDYhhiGXcuIxOewDNJGZSbqXd7fkW

[@rvipinkumar]

@@QA1 Where can I find your course?

[@QA1]

@rvipinkumar - Thanks for inquiring about this course! It's a 1-1 training course, that's personalized on your current role and knowledge level. Please let me know your present role my messaging me in LinkedIn (the link is at the bottom of the Description) or email me on isingh30 @ gmail.

[@AryaArsh]

If Someone Can't Think Of All These By Himself/Herself. He/She Must Do A Favor On Humanity By Leaving IT Industry.👍

[@QA1]

Why don't you Lead By Example First? I'm kidding, of course! These are introductory videos with basic concepts, in order to get people thinking about taking advantage of AI in software testing and test automation. But, I'm not going to put the projects source code in the video, so that some selfish people can copy that code and pass it off as their own in their projects. That's happened before!

[@AryaArsh]

@@QA1 Sir, In my organisation. Everyone uses enterprise subscription of OpenAI. - We write Gherkin file Given When Then steps using ChatGPT by providing story acceptance criteria. - We use vision models for visual testing. Comparing baseline screenshot with current screenshot of webpage. - We write Jenkinsfile script using ChatGPT. - During PR review, I copy paste the new code into ChatGPT and ask it to improve the logic Sir, do you think we need video lecture or course for these basic things?🤔 Isn't it very basic thing? Do we need video lectures for an enhanced version of g00gle search?😞

[@AryaArsh]

@@QA1 I am not against your videos, sir. You're free to create any sort of video. But, don't you think industry treats QAs like some non-technical ppl?🤔 Because, we're setting these standards by cooking & feeding everything little things to young engineers in their mouth. While, a java developer with 2 years experience plays everyday with SpringBoot like a cake. We QA engineers thinks Java8 stream API as very advanced topic.😞 Let's set the bar higher.👍 I think, when we talk about LLM. Now, QAs should learn What's MMLU score, What's HumanEval, What's Bleu score. Learn about LLM Jailbreaks, Meta instructions attacks etc. Learn about defence mechanism in LLMs like Preventing prompt injection, Spatial filtering concepts.🙏 I haven't mentioned anything about Agents yets which is now becoming old concept in the market. We QAs missing the bus again.😞

[@QA1]

@AryaArsh - Thanks for informing about these use cases! Different organizations are at different stages in AI implementation. Not everyone is comfortable sharing their requirements and code with LLMs; they prefer a greater level of privacy and control. Additionally, the present LLMs suffer from the hallucination issue. For example, ChatGPT consistently mentions that testing "ensures" application quality. But, testing doesn't change the software application code!

[@QA1]

@AryaArsh- Yes, I agree to set the bar higher. In my next videos, I'll explain about other AI in software testing and test automation use cases, such as Sprint Test Estimation, Auto Test Maintenance, and Auto Test Environment Provisioning. But, I've to keep it simple for beginners, in line with level of this AI for Software Testing and Test Automation for beginners playlist at kzbin.info/aero/PLc3SzDYhhiGXcuIxOewDNJGZSbqXd7fkW