> ## Content Index
> Fetch the complete content index at: https://softwaretestingweekly.com/llms.txt
> Use this file to discover other available public pages before exploring further.

# Issue #270
- URL: https://softwaretestingweekly.com/issues/270/
- Published: 2025-05-13T23:05:33.000Z
- Updated: 2026-06-10T13:19:05.000Z
- Description: "What are your thoughts on the future of QA role?" 💭
- Author: Dawid Dylowicz

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| Welcome to the **270th** issue!This got my attention — [What are your thoughts on the future of QA role?](https://www.reddit.com/r/QualityAssurance/comments/1kh2ed4/what%5Fare%5Fyour%5Fthoughts%5Fon%5Fqa%5Frole%5Fand%5Ffuture/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)It's a discussion about the evolving responsibilities and expectations of testers and developers during the software development lifecycle.Should testers become enablers of testing rather than entirely focused on testing?Perhaps — at least that's more in line with the [Modern Testing Principles](https://www.moderntesting.org/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).But keep in mind that different companies require different approaches; there's no one-size-fits-all.Happy testing! 🙂*[Dawid Dylowicz](https://linkedin.com/in/dawid-dylowicz/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)*                                                                                                                                                                                                                                                                                                               |
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| Sponsored [Testmo — Now with Jira Coverage & Traceability](https://manage.testmo.com/trial?utm%5Fsource=stw&utm%5Fmedium=email&utm%5Fcampaign=jiracoverage)[Testmo](https://manage.testmo.com/trial?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fmedium=email&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) is the #1 unified test management tool designed to help your team be more productive and efficient with testing. Now even better with [full coverage and traceability for your user stories, epics, and other issues tracked in Jira](https://www.youtube.com/watch?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270&v=sPWP6eU6II0) — or any other tool your team might use to manage requirements! Sign up for a free trial and see for yourself just how easy it is to streamline your testing with Testmo.[manage.testmo.com](https://manage.testmo.com/trial?utm%5Fsource=stw&utm%5Fmedium=email&utm%5Fcampaign=jiracoverage)                                                                                                                                                                                                                                                                                                                                                              |
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| NEWS                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |
| [In Software, Delivery Is Just the Beginning](https://www.roadlesstested.com/p/in-software-delivery-is-just-the?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)That's a good reminder from [Alessandra Moreira](https://www.linkedin.com/in/alessandrarmoreira/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) about what practices to follow after the software is shipped to mitigate degradation in its quality.About that, [Aya Akl](https://www.linkedin.com/in/ayaakl/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) wrote a decent article about [Shifting Quality Into High Gear](https://medium.com/qualitynexus/shifting-quality-into-high-gear-5c562e314615?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270), both left and right.[roadlesstested.com](https://www.roadlesstested.com/p/in-software-delivery-is-just-the?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                              |
| [Product Quality for Non-Technical Founders](https://sjpknight.com/post/product-quality-for-non-technical-founders/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[Simon Knight](https://www.linkedin.com/in/sjpknight/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) provides helpful templates and good advice to founders and members of the leadership team on assessing quality.Speaking of providing the right information to the ones higher up, [Mona M. Abd El-Rahman](https://www.linkedin.com/in/mona-m-abd-el-rahman/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) wrote a wonderful piece about [Bug Advocacy 101: Make Sure Your Bugs Get the Attention They Deserve](https://medium.com/qualitynexus/bug-advocacy-101-make-sure-your-bugs-get-the-attention-they-deserve-e5288f41674a?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).[sjpknight.com](https://sjpknight.com/post/product-quality-for-non-technical-founders/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                  |
| [QA to QE: Rethinking Quality in the Age of AI](https://leadtestinclude.com/2025/05/01/qa-to-qe-rethinking-quality-in-the-age-of-ai/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[Simon Prior](https://www.linkedin.com/in/leadtestinclude/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) gives real-world examples and highlights why and how testers should adopt new AI-related practices, tools, and ways of working.Also, [James Bach](https://www.linkedin.com/in/james-bach-6188a811/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) shares some interesting thoughts: [Is There Something in Your "I"?](https://www.satisfice.com/blog/archives/487881?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[leadtestinclude.com](https://leadtestinclude.com/2025/05/01/qa-to-qe-rethinking-quality-in-the-age-of-ai/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                                     |
| [Quality Engineering as philosophy, a framework and a tool](https://qualityeng.substack.com/p/repost-quality-engineering-as-philosophy?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)This is a fine explanation of what Quality Engineering is and why it's important. By [Jitesh Gosai](https://www.linkedin.com/in/jitgo/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).[qualityeng.substack.com](https://qualityeng.substack.com/p/repost-quality-engineering-as-philosophy?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| [Using an Agile definition of done to promote a quality culture](https://www.ministryoftesting.com/articles/using-an-agile-definition-of-done-to-promote-a-quality-culture?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[Emily O'Connor](https://www.linkedin.com/in/profile-eoconn/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) shares a comprehensive overview of the processes and criteria that should be part of the definition of done.Furthermore, [İlay İnan Ünal](https://www.linkedin.com/in/ilayinan/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) rightly points out that [If There's No Time for Testing at the End of the Sprint, There's No Time Management at All](https://medium.com/@ilayinan/if-theres-no-time-for-testing-at-the-end-of-the-sprint-there-s-no-time-management-at-all-775590d19030?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).[ministryoftesting.com](https://www.ministryoftesting.com/articles/using-an-agile-definition-of-done-to-promote-a-quality-culture?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                   |
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| AUTOMATION                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
| [Building a Rock-Solid Testing Framework at Bynry](https://jhaharsh878.medium.com/building-a-rock-solid-testing-framework-at-bynry-85dfe49169f2?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)Curious about how other companies approach test automation? [Harsh Jha](https://www.linkedin.com/in/harshjha04/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) demonstrates what they included in their test automation framework.Also, [Muhammet Topcu](https://www.linkedin.com/in/muhammettopcu/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) wraps up a long series of articles on [Creating End-to-End Web Test Automation Project from Scratch — Part 6](https://medium.com/@muhammettopcu/creating-end-to-end-web-test-automation-project-from-scratch-part-6-5ce4bfd6f2e0?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).[jhaharsh878.medium.com](https://jhaharsh878.medium.com/building-a-rock-solid-testing-framework-at-bynry-85dfe49169f2?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                         |
| [How Testing Became My Code's Lifeline](https://medium.com/@roychanunkha/how-testing-became-my-codes-lifeline-cb940d3d4155?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[Roy Chanunkha](https://www.linkedin.com/in/roy-chanunkha-6a79a0118/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) shares an insightful perspective on how testing helps them during software development.Moreover, [Reza Akbar Attariq](https://www.linkedin.com/in/reza-akbar/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) describes the [F.I.R.S.T. Unit Testing Principle That You Need to Know](https://medium.com/@rezaakbarattariq/f-i-r-s-t-unit-testing-principle-that-you-need-to-know-7068c26ab5a1?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[medium.com](https://medium.com/@roychanunkha/how-testing-became-my-codes-lifeline-cb940d3d4155?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                       |
| [From Requests to Reports: Clean Logging in API Testing](https://dev.to/asaianudeep/from-requests-to-reports-clean-logging-in-api-testing-2dod?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)How complete is your API testing framework? [Sai Anudeep Adimulapu](https://www.linkedin.com/in/sai-anudeep-adimulapu/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) shows how to build a decent solution with logging and reporting in the JavaScript tech stack, using several open-source tools.[dev.to](https://dev.to/asaianudeep/from-requests-to-reports-clean-logging-in-api-testing-2dod?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| [Why Code Coverage Matters For a Quality Culture (Part 1)](https://melthetechie.substack.com/p/code-coverage-matters-part1?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)There are many great points brought up by [Melissa Eaden](https://www.linkedin.com/in/mleaden/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) about the importance of caring for code, the coverage metrics and the usefulness of dashboards and reports. You can learn more in [the second part](https://melthetechie.substack.com/p/code-coverage-matters-part2?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).A good follow-up read to that is [Petr Plavjaník](https://www.linkedin.com/in/plavjanik/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)'s insights into [Code Coverage: What the Experts Really Think](https://plape.medium.com/code-coverage-what-the-experts-really-think-cefeaf588826?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).[melthetechie.substack.com](https://melthetechie.substack.com/p/code-coverage-matters-part1?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)      |
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| Sponsored [Streamlined 2FA Testing with Mailsac](https://blog.mailsac.com/verifying-2fa-code-delivery-via-email-with-selenium/?utm%5Fmedium=email&utm%5Fsource=software%20testing%20weekly&utm%5Fcampaign=awareness2025)Manual 2FA testing slowing you down? See how [Mailsac and Selenium](https://blog.mailsac.com/verifying-2fa-code-delivery-via-email-with-selenium/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fmedium=email&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) can capture authentication emails, extract OTPs, and test every edge case automatically.[blog.mailsac.com](https://blog.mailsac.com/verifying-2fa-code-delivery-via-email-with-selenium/?utm%5Fmedium=email&utm%5Fsource=software%20testing%20weekly&utm%5Fcampaign=awareness2025)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
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| TOOLS                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| [How AI Agents Are Transforming UI and API Test Automation in 2025](https://medium.com/@saurabh71289/how-ai-agents-are-transforming-ui-and-api-test-automation-in-2025-ad478f9a079d?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)Wondering what open-source AI tools and solutions are getting traction in software testing? [Saurabh Srivastava](https://www.linkedin.com/in/saurabh-srivastava-0429a2127/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) put together an overview of some of them.In relation to that — [How do you use AI in your QA teams?](https://www.reddit.com/r/QualityAssurance/comments/1kb5z6c/how%5Fdo%5Fyou%5Fuse%5Fai%5Fin%5Fyour%5Fqa%5Fteams/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[medium.com](https://medium.com/@saurabh71289/how-ai-agents-are-transforming-ui-and-api-test-automation-in-2025-ad478f9a079d?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                                                 |
| [How to Use localStorage with Playwright (Complete Tutorial with Examples)](https://qaexpertise.com/playwright/how-to-use-localstorage-with-playwright-complete-tutorial-with-examples/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)The [window.localStorage](https://developer.mozilla.org/en-US/docs/Web/API/Window/localStorage?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) property is frequently used by web apps. [Priyanshu Shekhar](https://www.linkedin.com/in/pshekhar-qa/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) shows several ways of leveraging it in [Playwright](https://playwright.dev/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) tests.In another article, Priyanshu also advises to [Stop Carrying Selenium Habits to Playwright](https://qaexpertise.com/playwright/stop-carrying-selenium-habits-to-playwright/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).[qaexpertise.com](https://qaexpertise.com/playwright/how-to-use-localstorage-with-playwright-complete-tutorial-with-examples/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) |
| [PITest — a Hands‑On Guide to Mutation Testing in Java](https://medium.com/@edkobus/pitest-a-hands-on-guide-to-mutation-testing-in-java-87740b06cc8e?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[PIT](https://pitest.org/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) is a powerful tool for mutation testing Java code. [Eduardo Kobus](https://www.linkedin.com/in/eduardo-kobus/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) demonstrates how to set it up and run with examples.[medium.com](https://medium.com/@edkobus/pitest-a-hands-on-guide-to-mutation-testing-in-java-87740b06cc8e?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| [Speeding Up Playwright Tests with Dynamic Sharding in GitHub Actions](https://lewis-38728.medium.com/speeding-up-playwright-tests-with-dynamic-sharding-in-github-actions-91906aa9ed8f?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)There's some good advice from [Lewis Nelson](https://www.linkedin.com/in/lewisgnelson/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) on how to speed up [Playwright](https://playwright.dev/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) test execution on CI.Another way to achieve that might be [Handling Multi-User Flows in Playwright the Right Way](https://medium.com/@sargsyanmariam901/handling-multi-user-flows-in-playwright-the-right-way-387c6de069d9?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270), as [Mariam Sargsyan](https://www.linkedin.com/in/marsarg/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) suggests.[lewis-38728.medium.com](https://lewis-38728.medium.com/speeding-up-playwright-tests-with-dynamic-sharding-in-github-actions-91906aa9ed8f?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)          |
| [The Async Nature of Cypress: Don't Mess with the Timelines in Your Cypress Tests 'Dual-Verse'](https://dev.to/sebastianclavijo/the-async-nature-of-cypress-dont-mess-with-the-timelines-in-your-cypress-tests-dual-verse-3ehh?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)[Cypress](https://www.cypress.io/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270), as a JavaScript-based tool, relies a lot on async implementation. [Sebastian Clavijo Suero](https://www.linkedin.com/in/sebastianclavijosuero/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) wrote a very thorough overview demonstrating what it entails.[dev.to](https://dev.to/sebastianclavijo/the-async-nature-of-cypress-dont-mess-with-the-timelines-in-your-cypress-tests-dual-verse-3ehh?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                                                                                                                                          |
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| VIDEOS                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |
| [ Exploratory Testing with AI](https://youtu.be/2VNhbkrmFwU?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)A lot of people use AI to improve test automation. That's fair, but [Gil Zilberfeld](https://www.linkedin.com/in/gilzilberfeld/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) takes a different point of view, checking how it can help with exploratory testing, too.[youtu.be](https://youtu.be/2VNhbkrmFwU?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |
| [MCP Server: Test UI, DB and API of Application with ZERO code in Claude, Cursor and Copilot](https://www.youtube.com/watch?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270&v=iYGAEBRK9og)[Karthik K.K.](https://www.linkedin.com/in/karthikkk/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) continues the series of videos demonstrating various AI solutions applicable to software testing. Here's another example of using MCPs to test across different layers of a web application with AI.[youtube.com](https://www.youtube.com/watch?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270&v=iYGAEBRK9og)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
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| [Edge cases...](https://www.reddit.com/r/ProgrammerHumor/comments/1kjsgrv/wellthatwasnotontestcases/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270) 😂                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
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| Thanks for reading!If you like this newsletter and it helps you become a better tester, you can say thanks and [buy me a coffee](https://buymeacoffee.com/softwaretestingweekly?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270).*[Dawid Dylowicz](https://linkedin.com/in/dawid-dylowicz/?utm%5Fcampaign=Software%2BTesting%2BWeekly&utm%5Fsource=Software%5FTesting%5FWeekly%5F270)*                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |