Agent Identity and Stealth · Browser Fingerprinting · Detection Evasion
A blog and newsletter on Browser infrastructure for AI agents and Bot detection, blocking, and how agents get stopped.

Detection Evasion
Adversarial Machine Learning Against Bot Detection Classifiers
Defenders face an endless arms race as attackers exploit machine learning classifiers.

Browser Fingerprinting
TLS Fingerprinting and JA3 Signatures in Bot Detection

Agent Identity and Stealth