The Behavioral Timeline Engine goes beyond single-request inspection by correlating activity across time to identify attacker intent. AegisWAF constructs detailed behavioral timelines that reveal how an attacker probes, escalates, and attempts exploitation across multiple requests and endpoints. This contextual awareness allows administrators to understand how and why an attack occurred, not just that it happened. From an application security perspective, behavioral timelines dramatically improve threat attribution, response accuracy, and forensic clarity, enabling proactive defense against persistent and adaptive attackers.