Category: Automation
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The honest QA engineer’s guide to building an agentic automation pipeline with Playwright MCP and Claude Code
My honest journey from skepticism to a fully agentic automation pipeline. When Playwright MCP started showing up everywhere in the QA and dev communities, I did not start believing the hype instantly. My instinct was to prove and test it, not adopt it blindly. I’ve been in QA for 15 years and I’ve seen enough…
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Locator Strategy That Actually Reduces Flakiness
One of the top frustrations in test automation is flaky tests — tests that fail sometimes, pass other times, even when nothing changed. 👉 Most of the time, the culprit is a bad locator strategy. In this guide, I’ll show you how to pick locators that actually reduce flakiness, with real-world examples and templates you…

