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Hi, I'm Julia. I've been in QA for over a decade. I spend my days testing software and my own time building apps and games, and I write here to share what I learn, the practical, honest lessons you can actually use.
Playwright, Cypress, and Selenium are no longer evenly matched in 2026. An honest comparison of speed, flakiness, and which to choose for your team.
When the same AI writes the code and the tests, a green checkmark is one witness vouching for itself. These 6 checks put real evidence back into the loop.
An AI agent is only as good as what it can reach. The Model Context Protocol servers that change QA work, with the exact commands to switch them on safely.
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