Then imagine it replying: "Sorry, the website won't let me in." That's the quiet failure mode behind most AI agents today.

A Chrome DevTools extension that adds a REPL panel for Playwright-style browser automation commands. Type .pw commands to navigate, click, fill forms, take screenshots, and more -- all directly from ...

Web scraping is a process that extracts massive amounts of data from websites automatically, with a scraper collecting thousands of data points in a matter of seconds. It grabs the Hypertext Markup ...

Discover how Lightpanda, a 64MB headless browser built in Zig, offers 9x faster speeds and 16x less memory usage than Chrome for AI web scraping.

A robot’s claw hurtles toward a light bulb on a table. I wince, waiting for the crunch. But suddenly the claw decelerates. It starts gingerly pawing around the table, as if searching for its glasses ...

A self-contained browser-automation test suite built with Playwright for Java and Kotlin, wired together by Maven (via the bundled Maven Wrapper). Zero external installs needed – Java 17+ is the only ...

Computer-Using or Computer Use Agents (CUAs) are agentic AI capabilities that enable an AI model to perceive a screen “visually” and control it like a person would — clicking, typing, navigating an ...