How image generation models are creating new infrastructure demands for DevOps teams
The rapid adoption of generative AI has moved far beyond research labs and creative studios. Image generation models, in particular, have become critical components in content production pipelines, marketing platforms, design workflows, and enterprise applications. What began as a novel way to create digital art has evolved into a class of workloads that behave very differently from traditional web services.