Shlumi detects Claude, Playwright, Puppeteer, Selenium, and other browser automation tools in real time.
navigator.webdriver, CDP leaks, Playwright globals, Claude extension, viewport anomalies, and more
Live feed of detected sessions with confidence scores, signals breakdown, and forensic evidence
Configurable rules to block, challenge, flag, or throttle automated traffic automatically