4d ago · 6 min read · Generating a web scraper using AI or boilerplate repositories is a great way to prototype. In minutes, you can have a Python script using Playwright that navigates Beautylish.com and extracts product
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Apr 3 · 5 min read · Most AI testing tools get one thing right: writing tests is painful. But they often miss the harder problem. The real pain in regression testing is not generating the first version of a test. It is ke
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Apr 3 · 5 min read · Selenium vs Playwright in 2026: Which Should You Use for Web Scraping? Selenium was the default for 15 years. Playwright launched in 2020 and has been steadily taking over. In 2026, the question isn't "should I learn Selenium?" — it's "when does Sele...
Join discussionApr 2 · 6 min read · Angular gives us a powerful component model: typed @Input() properties, reactive signal() values, @Output() event emitters, and declarative directives. But when we write E2E tests, we typically throw
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Mar 31 · 7 min read · The modern web is an architect's nightmare. We’ve moved from static HTML to deeply nested, asynchronously rendered, single-page applications that demand more than just a simple HTTP request to navigat
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Mar 26 · 5 min read · Integration tests that hit a real database, a real Redis instance, or a real message broker are fundamentally more trustworthy than mocked alternatives. Yet wiring up Docker containers in a Playwright
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Mar 26 · 5 min read · Monitoring beauty product prices manually is a losing game. Between flash sales, "Buy 2 Get 1 Free" deals, and dynamic pricing, the cost of skincare or makeup fluctuates daily. If you're a developer,
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Mar 26 · 3 min read · I audited expect, a Claude Code plugin that runs AI-driven browser regression tests via Playwright. It scans your git diff, generates a test plan with AI, executes it in a real browser, and reports pa
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