During March 2025, Crop Twin developed a CDN-backed image hosting pipeline for the runhost22/picgenv-cdn repository, focusing on efficient batch asset management and scalable image delivery. They implemented bulk image upload functionality, storing user and system-generated images on a CDN and enabling retrieval via CDN URLs. The work included temporary image hosting for previews and testing, with robust tracking of uploaded assets. Using Python and CDN management tools, Crop Twin improved load times and reduced backend strain by offloading storage and delivery. The engineering effort demonstrated depth in CDN integration and asset workflow design, though no critical bugs were reported or fixed.