Reaktor Microsoft

Today’s DevSecOps pipelines excel at finding issues, but not at knowing which ones truly matter. Traditional testing tools stop at detection, while real security validation often happens late, manually, and out of band.

In this session, we’ll explore what it means to bring offensive security intelligence into the developer workflow, unifying detection, validation, and remediation in a continuous loop. Using XBOW as an example, we’ll discuss how AI-driven reasoning can help teams move from theoretical findings to proof-backed, fix-verified security that keeps pace with modern development.

You'll learn:

• Why DevSecOps needs real-world validation (not just scanning) to close the loop
• How shifting offensive testing left changes prioritization, collaboration, and velocity
• How AI is reshaping the path from vulnerability discovery to verified remediation