The document discusses the evolution of web application firewalls (WAF) from application layer gateways and intrusion prevention systems to more advanced capabilities like bot detection, web scraping prevention, and brute force mitigation. It notes that bot detection can eliminate around 30% of web traffic and reduce load on infrastructure while also simplifying application security. Deep packet inspection and machine learning are helping WAFs to more accurately differentiate human and bot traffic.