OpenAI Codex's record-and-replay feature enables users to automate repetitive computer tasks by capturing workflows as intent-based code rather than raw pixel coordinates. The system generates executa…
A developer built two AI desktop tools, Rasco and Gosi, using Python and Tkinter that run entirely locally without API keys. Rasco is a JARVIS-style assistant that executes system commands via natural…
Python's Beautiful Soup library remains a top choice for web scraping in 2026, offering a gentle learning curve and robust HTML parsing. A step-by-step guide demonstrates scraping book data from books…
A developer explains why teams are migrating from Selenium to Playwright, citing Playwright's superior auto-waiting, cross-browser support, parallel execution, and network mocking capabilities. The de…
A new tutorial teaches developers how to build AI agents that browse and interact with real websites using Playwright, browser-use, and LangGraph, addressing the gap where most tasks lack APIs. The gl…
For most new browser automation projects in 2026, Playwright is the better default due to its speed, reliability from auto-waiting, and superior debugging tools. Selenium remains the right choice for …
A developer compared seven synthetic monitoring tools in 2026, evaluating them on browser fidelity, authoring methods, location coverage, alerting, forensics, and pricing models. Checkly was highlight…
A developer tested BrowserAct, an open-source browser automation CLI designed for AI agents, and found it capable of handling real browser workflows without requiring traditional scripting. The CLI su…
OpenAI's Operator moves beyond standard LLM workflows by enabling multi-step, iterative browser interactions. The model holds state across events, parsing DOM elements and handling dynamic content to …
A test automation engineer built Shashiworks, a free AI job search tool that ranks real listings by resume fit. The platform also includes an AI resume optimizer that scores resumes against job descri…
A developer compiled a practical reading path for web testing in 2026, arguing the central question has shifted from which tool to use to what release signal can be trusted. The guide addresses modern…
A 2026 industry report reveals that 60% of enterprises are shipping untested code as AI accelerates software development, with 46% of all production code now AI-generated. Traditional test automation …
A developer has created qpilot, an open-source AI agent that reads plain-text manual test cases and executes them step-by-step in a real Chrome browser using TypeScript, Playwright, and Anthropic's Cl…
A developer built an AI-based web scraper using GPT-4 to extract product data from a dynamic e-commerce site that changed its HTML structure every few days, breaking traditional CSS selectors. The app…
A developer created xbrowser, an open-source CLI tool that automates browser tasks like web searching, scraping, and crawling from the command line. The tool ships as a single npm package with a manag…
The article argues that while AI agents could theoretically replace traditional ReST APIs by accepting ambiguous human input through a single prompt endpoint, this approach is risky because it removes…
According to a May 2026 analysis of 16,376 active QA Engineer job postings on InterviewStack.io, only 4.3% explicitly require new-wave generative AI skills, but those roles offer a median salary of $1…