Continuous Offensive Security & AI Pentesting: 20 FAQs

Applications can change several times between scheduled security assessments. New features, APIs, and integrations may introduce risk long before the next annual penetration test begins. That gap is pushing offensive testing beyond a single tool or a single point-in-time engagement. Teams are increasingly combining Dynamic Application Security Testing (DAST), AI penetration testing, and AI red teaming to evaluate different layers of application risk. Together, these methods provide repeatable vulnerability discovery, deeper exploit validation, and testing for risks specific to AI agents and agentic applications. Teams need to match each approach to the risk and testing objective it is designed to address. Continuous offensive security coordinates complementary testing methods across discovery, validation, remediation, and retesting. Teams can select the right approach based on the application, recent changes, and the risk under review. 1. What is continuous offensive security? Continuous offensive security (COS) is a program-level approach that uses recurring and event-driven testing to identify and validate application risk. It can combine automated methods for broad coverage with adaptive testing for deeper investigation. The goal is to maintain stronger coverage and deliver…