Why Image Editing Pipelines Fail at Scale - A Systems-Level Diagnosis

As a Principal Systems Engineer, the most common misconception around modern image pipelines is that model quality alone determines output fidelity. The real failure modes arise where models, data transforms, and orchestration intersect: prompt encod...