Modern teams ship faster than pentesting can keep up. Explore the growing speed gap in security testing—and why traditional approaches are falling behind.

Aikido Security

Modern engineering teams deploy code daily or weekly, but security validation still operates on quarterly or annual cycles. Research of 400 CISOs and engineering leaders shows 85% say security findings are outdated by the time reports arrive, and 51% believe deeper vulnerabilities like logic flaws and broken access controls are frequently missed. The core argument is that traditional pentesting is structurally misaligned with continuous delivery — by the time a pentest report lands, the system it describes has already changed. The proposed shift is to align security validation with meaningful change events in the delivery pipeline rather than running periodic full-system tests, preserving depth while operating at a higher tempo.

Why Pentesting Can’t Keep Up: The Speed Problem in Security Testing

Security results arrive after the system has changed, so what’s the point?

Speed shouldn’t come at the expense of depth