Question 1

What is Shlumi?

Accepted Answer

Shlumi is an AI agent firewall that detects and blocks automated browser agents — including Claude, Gemini, GPT-Operator, Playwright, Puppeteer, and Selenium — in real time using a lightweight JavaScript detection script.

Question 2

How does Shlumi detect AI browser agents?

Accepted Answer

Shlumi collects 30+ browser fingerprinting signals including navigator.webdriver, Chrome DevTools Protocol (CDP) leaks, Playwright globals, headless Chrome indicators, and behavioral patterns. Each session is scored 0–100 and assigned a verdict of clean, suspicious, or bot.

Question 3

How do I integrate Shlumi on my website?

Accepted Answer

Add a single script tag to your website's HTML with your API key. Shlumi works with any stack including Next.js, React, plain HTML, WordPress, and Webflow.

Question 4

Can Shlumi block Claude and Gemini browser use?

Accepted Answer

Yes. Shlumi specifically detects Claude computer use, Gemini browser automation, and other AI agent tools by identifying CDP-based automation, Chrome object integrity anomalies, and behavioral signals unique to AI-driven browsing.

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