Continuous pentesting: how it works and what it requires

Traditional penetration testing can't keep pace with modern software deployment cycles. A survey of 400 security and engineering leaders found 79% worry about undetected issues between scheduled tests. Continuous pentesting requires more than running scanners more frequently — it demands change-aware triggering (delta testing), sufficient system context including APIs and source code, parallel exploration of attack paths, real exploit validation to reduce false positives, and automated remediation loops. AI-assisted pentesting can help scale coverage without replacing human red teams, allowing offensive specialists to focus on complex logic flaws and high-value targets while automated systems handle surface drift.