Beyond the Renderer String: GPU Evidence from Eight Scraping Providers
A graphics-stack comparison of eight scraping providers: software-renderer claims, cross-API identity mismatches, and differences between page and worker behavior.
12 min read
All topics
#browser-fingerprinting
3 entries in the notebook.
Inside DataDome’s VM Obfuscation: Structure, Signals, and Limits
An analysis of a DataDome custom VM snapshot: bytecode execution, recovered structure, browser-signal collection, and the limits of causal attribution.
8 min read
TracePrint: Browser & TLS Fingerprint Comparison
Compare browser identity, rendering, automation observations, and imported TLS/HTTP fingerprints across two clients with TracePrint.
4 min read