In this episode of the Brilliance Security Magazine Podcast, host Steven Bowcut speaks with Phuong “Kenny” Nguyen, CTO at KhaiCode, about binary exploit intelligence and the growing need to verify what is actually inside the software organizations deploy. Kenny explains how KhaiCode analyzes binaries, firmware, containers, and embedded components to identify vulnerabilities and validate which ones are truly exploitable. The conversation explores vendor trust, software supply chain risk, vulnerability overload, critical infrastructure use cases, and how AI-assisted development may make software transparency even more important.