Narrow “shift left” has failed at AI scale. Move from developer-led fixes to AppSec-managed automation that triages findings and delivers tested pull-request fixes so teams can safely manage AI-generated code.
First seen on securityboulevard.com
Jump to article: securityboulevard.com/2026/03/shift-left-has-shifted-wrong-why-appsec-teams-not-developers-must-lead-security-in-the-age-of-ai-coding/
