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The 5 test anti-patterns that cost our team the most time — and how we fixed them

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Best Practices Automation CI/CD SDET Playwright API Testing Productivity Python E2E Testing Reliability pytest Career Comparison AI Testing Performance Flaky Tests

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Ajitesh MohantaAmbassador·Dec 12, 2025·1 min read

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Lessons from a complete test suite rewrite — what we would do differently

We rewrote our entire test suite (600 tests → 800 tests, Selenium Java → Playwright TypeScript) over 8 months. Honest…

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