I publish two articles a week on note, but there was something I didn't realize until I reached this point. That is, "when manual tasks pile up every time, they consume more time than you'd imagine." ...

AI agents, AI-connected IDEs (Integrated Development Environments), and coding assistants such as Claude Code, Cursor, and OpenClaw are gaining traction. Production typically relies on two distinct ...

Most browser automation runs from the outside. Playwright, Puppeteer, Selenium, and browser-use all drive a browser from an external process. They read the page through screenshots or the Chrome ...

In this tutorial, we explore CloakBrowser, a Python-friendly browser automation tool that uses Playwright-style APIs within a stealth Chromium environment. We begin ...

POM is a clean code design pattern for test automation architecture. An easy way to think about it is this: the Tests test, the Page acts. More specifically, the Test controls the flow and asserts the ...

Playwright and Puppeteer are two of the most popular tools for browser automation, but they differ in performance and capabilities. In this article, we’ll compare them side by side to help you decide ...

BlacksmithAI is an open-source penetration testing framework that uses multiple AI agents to execute different stages of a security assessment lifecycle. BlacksmithAI runs as a hierarchical system in ...

PentestAgent, an open-source AI agent framework from researcher Masic (GH05TCREW), has introduced enhanced capabilities, including prebuilt attack playbooks and seamless HexStrike integration.

One major challenge of end-to-end testing and browser automation is handling wait conditions efficiently. Determining when certain network events occur, when page navigation is completed, when an ...

TestMu AI (Formerly LambdaTest) is the world's first full-stack AI Agentic Quality Engineering platform that empowers teams to test intelligently, smarter, and ship faster. Built for scale, it offers ...

Anurag is an experienced journalist and author who’s been covering tech for the past 5 years, with a focus on Windows, Android, and Apple. He’s written for sites like Android Police, Neowin, Dexerto, ...

2025年初，某知名电商公司在引入Playwright MCP后，UI自动化测试脚本编写时间从原来的3天减少到2小时，测试覆盖率提升了40%，而这一切，测试人员几乎没有编写一行传统脚本。 在传统的UI自动化测试中，测试人员需要编写大量脚本和选择器来模拟用户操作。