The emergence of AI-generated code, ephemeral containers, Kubernetes environments, and increasingly automated cloud infrastructure has exposed the limitations of static security models.
Direct-response advertising has rules. How to write ads that convert rather than impress. How to run a creative testing framework that produces real signal rather than noise.