In this article, I will reveal the design philosophy and concrete implementation patterns for the automation I build and operate in my actual work. This is not just a guide on how to use Selenium; I ...

So I built AHTML — an open standard for machine-readable web pages designed specifically for AI agents. Instead of forcing agents to scrape presentation-heavy HTML, AHTML exposes: typed entities typed ...

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We fully decrypted Google’s SearchGuard anti-bot system, the technology at the center of its recent lawsuit against SerpAPI. After fully deobfuscating the JavaScript code, we now have an unprecedented ...

I've experienced the same issue but there are areas where selenium and other driver automations fail especially when bypassing captchas. After a decent amount of research I've come across some ...

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