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Thoughts on test automation, QA strategy, and building quality engineering cultures.

·8 min read

Playwright vs Selenium: Which Should You Choose in 2024?

A practical comparison of Playwright and Selenium for modern web automation — covering architecture, speed, debugging, and when to use each.

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·10 min read

Designing a Scalable Test Automation Framework from Scratch

Key architectural decisions that separate maintainable frameworks from test suites that collapse under their own weight.

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·7 min read

API Testing Strategies That Actually Prevent Production Bugs

Moving beyond basic status code checks to contract testing, schema validation, and negative testing patterns that catch real issues.

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