A set of quick filters was created to streamline browsing through the extensive library of content. Given the sheer volume of images generated, a robust history system became essential for effective content management.

The platform was developed at a rapid pace, with machine learning engineers beginning their work even before the designs were finalized to train the model in a targeted manner. As it was a redesign, much of the initial training was already completed. The primary challenge lay in implementing safeguards to prevent the generation of explicit content that could be offensive or compromise individual privacy.