accelerate software delivery, but many organizations still lack visibility into

the risks introduced by AI-assisted development. In this conversation, Sohail

Iqbal discusses how AI-generated code is changing software quality,

vulnerability detection, and application security governance. The interview

also explores remediation challenges, growing security debt, and the leadership

decisions CISOs must make to prevent application risk from compounding over

time.