Shadow's system routes AI image requests dynamically to avoid vendor lock-in

Shadow developed a dynamic routing system to distribute synthetic image workloads across three specialized AI model pools: Flux 1.1 Pro, SDXL, and Runware Fast-Flux. The system prevents vendor lock-in and maintains render uptime above 99% by automatically rerouting requests when a pool stalls or exceeds a 120-millisecond latency threshold. It uses a cost-latency optimization algorithm and circuit breakers to redirect traffic during API errors, keeping total latency low. An optical emulation layer can also apply post-processing effects like film grain and bokeh blur after the model renders an image.