HTTP header–based fingerprinting and bot detection have become core defenses in modern web infrastructures. For anyone building large-scale web crawlers, competitive intelligence systems, or AI-powered data pipelines, understanding and manipulating HTTP headers is often the difference between reliable access and constant blocking.