Scraping in the Age of Defense

Beyond HTTP Requests

Modern scraping is adversarial engineering.

You are navigating anti-bot layers, behavioral detection, and dynamic rendering environments.

Robust systems combine heuristics, adaptive throttling, navigation intelligence, and validation pipelines. The goal is not speed—it's survivability.