●builderShipping AI-generated code without AppSec review is now a documented breach vector — integrating static analysis into AI-assisted coding pipelines is no longer optional.
●founderFour in five orgs reporting breaches from vulnerable apps signals real liability exposure for products built on AI-generated codebases without security gates.
●policySelf-reported data showing deliberate deployment of known-vulnerable AI code points to a gap between security awareness and organizational incentive structures.