Vulnerability Scanning Tools Evolution: From Point-in-Time to Continuous Intelligence

TL;DR Vulnerability scanning has evolved from periodic static analysis to continuous runtime monitoring. Traditional scanners provide snapshots that become outdated before teams act on them, while continuous intelligence approaches monitor applications in real time to identify which vulnerabilities are actually exploitable. This shift from theoretical risk lists to actionable runtime context helps