Shift-left doesn't start with scanning the code for security vulnerabilities; it begins with designing for security.

Too often, the shift-left mantra consists of implementing (AI-powered) code scanning and applying AI-powered security fixes for remediation. Also, don't forget to implement the AI-powered benchmark for AI-powered Security Fixes....