Joined September 2017
392 Photos and videos
A practical workflow: 1. Give Fable 5 a feature spec 2. Ask it to create a risk-based test plan 3. Generate test data and edge cases 4. Execute validations and summarize failures That’s the direction agentic QA is heading. #AITesting
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AI can generate code in seconds. But one missing validation field can still destroy the entire release. That’s why software testers still sleep less than developers. #AiTesting #SoftwareTesting
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Software Tester Rule #1: If a bug disappears when the developer watches… …it will return in production with 10x confidence. #softwareTesting #Bugs #QualityAssurance
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Automation is not about tools. It’s about thinking: “What should never break?” Tools will change. Your testing mindset shouldn’t. #automation #softwaretesting #aitesting
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Automation won’t replace testers. But testers who use AI automation will replace those who don’t. Learn tools. Learn prompts. Learn validation strategies. #AITesting #Automation #SoftwareTesting
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Start using AI with Playwright and forget about testIDs #Playwright #AITesting #SoftwareTesting youtu.be/Zkb9QbaDDS4

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In AI-powered features, accuracy is not enough. You also test for consistency, bias, hallucinations, explainability, and user trust. That’s the new QA baseline. #softwareTesting #qualityAssurance
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Modern QA isn’t manual vs automation. It’s a layered strategy: exploratory, automated, AI-assisted, and risk-based. The testers who combine these intelligently become impossible to replace.
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“There are only 10 types of people in the world: Those who understand binary, and those who don’t.”
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Modern QA isn’t manual vs automation. It’s a layered strategy: exploratory, automated, AI-assisted, and risk-based. The testers who combine these intelligently become impossible to replace. #softwareTesting
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Life of a QA Engineer 🧪 >Find 50 bugs → “Good job.” > Find 100 bugs → “Nice work!” >Miss 1 bug → “What do you even do all day?” That’s the reality of QA.
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A flaky test is more dangerous than a failing feature. It erodes trust, slows teams, and hides real issues. Treat flakiness like a production blocker, not a “later” task. #softwareTesting #automation
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The rise of AI isn’t replacing testers. It’s amplifying them. Those who learn to test prompts, validate model behavior, and measure bias will define the next generation of QA.
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Completed 2000 followers. Thank you all. Reply if you are in QA
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