SkyPilot at Shopify: Multi-cloud GPUs without the pain (2026) - Shopify

This post details the integration of SkyPilot into Shopify's ML platform, focusing on a custom plugin that routes GPU workloads to specific cloud providers (Nebius for H200s, GCP for L4s/CPUs) based on hardware requirements. It describes how the plugin injects necessary configurations for InfiniBand on Nebius, automates shared cache mounting, and implements fair-share scheduling using Kueue. The post also outlines the pattern for development environments with specific labels and autostop configurations.