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Test Specialist
Rahul Parwal is a Test Specialist with expertise in testing, automation, and AI in testing. He’s an award-winning tester, and international speaker. Want to know more, Check out testingtitbits.com
Meme inspired by Slack conversations with Nataliia Burmei. image
Meme inspired by Slack conversations with Nataliia Burmei.
<a href="" rel="noopener nofollow">Lesson 4 of Prompting for Testers</a> image
Lesson 4 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 3 of Prompting for Testers</a> image
Lesson 3 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 2 of Prompting for Testers</a> image
Lesson 2 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 1 of Prompting for Testers</a> image
Lesson 1 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 2 of Advanced prompting for testers</a> image
Lesson 2 of Advanced prompting for testers
<a href="" rel="noopener nofollow">Lesson 1 of Advanced prompting for testers</a> image
Lesson 1 of Advanced prompting for testers
You can now submit a talk or workshop idea for MoTaCon 2026 image
You can now submit a talk or workshop idea for MoTaCon 2026
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5.8.0 of MoT Software Testing Essentials Certificate
<a href="" rel="noopener nofollow">5.6.0 of MoT Software Testing Essentials Certificate</a> image
5.6.0 of MoT Software Testing Essentials Certificate
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5.5.0 of MoT Software Testing Essentials Certificate
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5.3.0 of MoT Software Testing Essentials Certificate
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5.2.0 of MoT Software Testing Essentials Certificate
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5.1.0 of MoT Software Testing Essentials Certificate
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5.0.0 of MoT Software Testing Essentials Certificate
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8.2.0 of MoT Software Testing Essentials Certificate
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8.1.0 of MoT Software Testing Essentials Certificate
<a href="" rel="noopener nofollow">8.0.0 of MoT Software Testing Essentials Certificate</a> image
8.0.0 of MoT Software Testing Essentials Certificate
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7.6.0 of MoT Software Testing Essentials Certificate
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7.5.0 of MoT Software Testing Essentials Certificate
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7.4.0 of MoT Software Testing Essentials Certificate
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9.3.0 of MoT Software Testing Essentials Certificate
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5.4.0 of MoT Software Testing Essentials Certificate
Rahul Parwal
Rahul Parwal
commented on:
Wow! Wonderful news. Cheers ✌️ image
"Wow! Wonderful news. Cheers ✌️"
after so much waiting and anticipating , I am returning to my career after a full time parenting break.

These 2 years were full of mixed feelings and self-doubts but I owe this community to back... image
after so much waiting and anticipating , I am returning to my career after a full time parenting break. These 2 years were full of mixed feelings and self-doubts but I owe this community to back...
<a href="" rel="noopener nofollow">Lesson 9 of Prompting for Testers</a> image
Lesson 9 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 8 of Prompting for Testers</a> image
Lesson 8 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 7 of Prompting for Testers</a> image
Lesson 7 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 6 of Prompting for Testers</a> image
Lesson 6 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 5 of Prompting for Testers</a> image
Lesson 5 of Prompting for Testers
<a href="https://www.ministryoftesting.com/memories/got-the-job" rel="noopener nofollow">GOT THE JOB !!!!</a> image
GOT THE JOB !!!!
Rahul Parwal
Rahul Parwal
contributed:
after so much waiting and anticipating , I am returning to my career after a full time parenting break.

These 2 years were full of mixed feelings and self-doubts but I owe this community to back... image
after so much waiting and anticipating , I am returning to my career after a full time parenting break. These 2 years were full of mixed feelings and self-doubts but I owe this community to back...
<a href="" rel="noopener nofollow">Lesson 3 of Prompting for Testers</a> image
Lesson 3 of Prompting for Testers
<a href="https://club.ministryoftesting.com/t/86886" rel="noopener nofollow">AI Agents in Testing - Let's list the ones you have tried</a> image
AI Agents in Testing - Let's list the ones you have tried
<a href="" rel="noopener nofollow">Lesson 0 of A tester’s role in continuous quality </a> image
Lesson 0 of A tester’s role in continuous quality
<a href="" rel="noopener nofollow">Lesson 0 of A tester’s role in continuous quality </a> image
Lesson 0 of A tester’s role in continuous quality
<a href="" rel="noopener nofollow">Lesson 1 of Advanced prompting for testers</a> image
Lesson 1 of Advanced prompting for testers
Andy did a talk on AI agents, MCPs, Agent Frameworks.

A slide here is shown with a list of Agent Frameworks. Andy uses CrewAI.

One quote he said: "Accountants won't be replaced by AI, but the... image
Andy did a talk on AI agents, MCPs, Agent Frameworks. A slide here is shown with a list of Agent Frameworks. Andy uses CrewAI. One quote he said: "Accountants won't be replaced by AI, but the...
<a href="" rel="noopener nofollow">Lesson 4 of Prompting for Testers</a> image
Lesson 4 of Prompting for Testers
Rahul Parwal
Rahul Parwal
registered for:
A one-day educational experience for quality engineering leaders image
A one-day educational experience for quality engineering leaders
<a href="" rel="noopener nofollow">Lesson 2 of Prompting for Testers</a> image
Lesson 2 of Prompting for Testers
<a href="" rel="noopener nofollow">Lesson 1 of Prompting for Testers</a> image
Lesson 1 of Prompting for Testers
<a href="https://www.ministryoftesting.com/software-testing-glossary/self-greening" rel="noopener nofollow">Self Greening</a> image
Self Greening
Rahul Parwal
Rahul Parwal
contributed:
<div>Self greening is a term used to describe a situation where AI automatically “fixes” or adjusts tests so that they pass, potentially hiding genuine problems that should have caused them to fail. It’s a side effect of AI-driven test maintenance or “self-healing” systems that focus on achieving green (passing) test results, sometimes at the expense of meaningful accuracy or visibility into real issues.<br><br>Here’s what it looks like:</div><ul>
<li>You run an automated accessibility scan.</li>
<li>The AI finds two issues.</li>
<li>You tell it to keep fixing until tests pass.</li>
<li>It changes the test to expect “2 issues found.”</li>
<li>The test passes.</li>
</ul><div><br></div><div>Now, if a later version adds two new issues, the AI updates the expected count to 4, and the test still passes. You get a clean dashboard.  But the product is breaking quietly. Self-greening gives you a false sense of stability.  Everything looks green, but the tests are no longer testing anything useful.<br><br>While AI can be guided or configured to restrict healing to safe areas (like element identifiers or path changes), out-of-the-box implementations often risk self-greening, trading genuine test insight for the illusion of stability.<br><br>You can reduce self-greening risks by:</div><ul>
<li>Limiting where AI can apply self-healing (for example, only to locators or paths).</li>
<li>Reviewing AI-made changes before merging them.</li>
<li>Tracking the difference between AI-fixed and human-reviewed test results.</li>
<li>Treating “all-green” reports with healthy skepticism.</li>
</ul><div><br></div> image
Definitions of Self Greening
Learners and Teachers now earn stars image
Learners and Teachers now earn stars
<div>Thanks for going above and beyond in October 2025. Your community contributions are much appreciated. </div> image
Thanks for going above and beyond in October 2025. Your community contributions are much appreciated.&nbsp;
Rahul Parwal
Rahul Parwal
awarded Jesper Ottosen for:
<div>Completed your book today..<br><br>It was a delightful read.. I could see how I am doing some things right and what can I do to improve myself.<br><br>Test leadership is hard. No one teaches it out in open. Thanks for writing this book and giving me this wonderful gift.<br><br>I would now be giving this book to another testing leader at my work..<br><br>Gratitude 🙏 </div> image
Completed your book today..It was a delightful read.. I could see how I am doing some things right and what can I do to improve myself.Test leadership is hard. No one teaches it out in open. Thanks for writing this book and giving me this wonderful gift.I would now be giving this book to another testing leader at my work..Gratitude 🙏&nbsp;
Rahul Parwal
Rahul Parwal
awarded Jesper Ottosen for:
<div>Completed your book today..<br><br>It was a delightful read.. I could see how I am doing some things right and what can I do to improve myself.<br><br>Test leadership is hard. No one teaches it out in open. Thanks for writing this book and giving me this wonderful gift.<br><br>I would now be giving this book to another testing leadership at my work..<br><br>Gratitude 🙏 </div> image
Completed your book today..It was a delightful read.. I could see how I am doing some things right and what can I do to improve myself.Test leadership is hard. No one teaches it out in open. Thanks for writing this book and giving me this wonderful gift.I would now be giving this book to another testing leadership at my work..Gratitude 🙏&nbsp;
I gained my 50th Badge on my MoT profile today, and it felt like such a proud moment for me. I wanted to celebrate it and create a memory.   image
I gained my 50th Badge on my MoT profile today, and it felt like such a proud moment for me. I wanted to celebrate it and create a memory.
Dive into the nuances of quality engineering in a modern context image
Dive into the nuances of quality engineering in a modern context
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