Practical, code-first walkthroughs on browser automation, test reliability, and local AI, written by the team behind LumaBrowser. No fluff; every guide ends with something working on your machine.
Why selectors rot on modern frontends, the locator hierarchy that survives redesigns, proper waits, and how an LLM fallback keeps suites green when class names change anyway.
Read the guide →Drive a real browser from n8n's built-in HTTP Request node: open pages, extract data, fill forms, and trigger workflows from page changes, all without a metered cloud browser.
Read the guide →What actually fits in your RAM and VRAM, what GGUF quantizations mean, the trade-offs between the popular local runtimes, and the one-click path if you'd rather skip all of it.
Read the guide →Three strategies for scrapers that survive redesigns: intercepting the site's own API, writing selectors that age well, and letting an LLM resolve the element when they break anyway.
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