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Don’t Blindly Trust AI-Generated Test Cases: A QA Lesson I Learned the Hard Way
A few weeks ago, I was sitting in front of my laptop, staring at a critical login flow I was supposed to test. It had…
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Writing Code That Actually Matters: A Developerโs Quiet Role in the SDGs
Amina didnโt think about global goals or digital transformation when her online class stopped loading. She just stared at her phone, watching the screen freeze…
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Managing Test Data: The Hidden Challenge That Makes or Breaks Your QA
You can have the best test automation framework in the world, a talented QA team, and a rock-solid CI/CD pipeline โ and still watch it…
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From Flaky Tests to Stable Automation: It Starts with WebElements
When I first started as a QA Engineer, I thought automation was all about writing scripts quickly and covering as many test cases as possible.…
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๐๐ก๐ ๐๐๐ญ๐ ๐๐ ๐๐ซ๐๐ฉ
In some projects, QA enters only in the final sprint.– Features are already coded.– Design decisions are locked. The role becomesโ– Find bugs under impossible…
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๐๐ฎ๐ญ๐จ๐ฆ๐๐ญ๐ข๐จ๐ง ๐๐ข๐ญ๐ก๐จ๐ฎ๐ญ ๐๐ฎ๐ซ๐ฉ๐จ๐ฌ๐
Many teams celebrate their automation.Thousands of tests.Dashboards glowing green. But the truth isโ – Half of those tests add little value.– Failures get ignored.– Coverage…
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๐๐ก๐ ๐ ๐๐ฅ๐ฌ๐ ๐๐๐ง๐ฌ๐ ๐จ๐ ๐๐จ๐ฏ๐๐ซ๐๐ ๐
Code coverage says 95%.The team celebrates. But when a real user clicks through,Half the flows break. ๐๐ก๐ฒ? – Coverage measures lines of code, not scenarios.–…
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๐ต๏ธ๐๐ฑ๐ฉ๐ฅ๐จ๐ซ๐๐ญ๐จ๐ซ๐ฒ ๐๐๐ฌ๐ญ๐ข๐ง๐ : ๐ ๐ข๐ง๐๐ข๐ง๐ ๐๐ก๐๐ญ ๐๐๐ซ๐ข๐ฉ๐ญ๐ฌ ๐๐ข๐ฌ๐ฌ
Automated tests are powerful.But they only check what theyโre told to check. Real users donโt always follow scripts.They click around.They break flows.They uncover gaps. Thatโs…
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๐๐๐ซ๐๐จ๐ซ๐ฆ๐๐ง๐๐ ๐๐๐ฌ๐ญ๐ข๐ง๐ : ๐๐จ๐ซ๐ ๐๐ก๐๐ง ๐๐ฎ๐ฌ๐ญ ๐๐ฉ๐๐๐
Performance issues donโt always show up in testing.They appear in production. A page that loads in 2 seconds during dev?Turns into 10 seconds when 5,000…