Q&A
Bot detection & fingerprinting, explained
Short, plain-English answers to the questions behind stealth automation — how detection works, what a fingerprint is, and where the tells hide.
Bot detection
How anti-bot systems tell humans from automation — and where the tells live.
Browser fingerprinting
The signals that make a browser identifiable, and how to keep them coherent.
Web automation
Running Playwright, Puppeteer and agents without leaving automation artifacts.