Shlumi Blog
Technical guides, detection techniques, and best practices for protecting your website from AI browser automation — Claude, Gemini, Playwright, Puppeteer, and more.
Claude's computer use feature lets the AI control a real Chrome browser — bypassing most traditional bot detection. Here is exactly how to detect it.
Playwright is one of the most widely used browser automation frameworks. Here are the definitive techniques to detect it on your website.
AI models can now control real browsers autonomously. This changes the threat landscape for every website on the internet — here is what you need to know.
Aggressive bot blocking causes false positives that hurt real users. Here is how to use confidence scoring and challenge flows to block AI bots precisely.
navigator.webdriver is the most well-known bot detection signal — but modern automation frameworks patch it. Here is the complete picture.
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