GPUs are annoying. Shopify uses SkyPilot to make them less so: one YAML file, multiple clouds, clean development ergonomics.

","seo",{"_1427":1454,"_1345":-5,"_1455":1449},"SEO","description","authorV2",{"_1427":1458,"_1459":1460,"_1461":1462,"_1463":1329},"ArticleAuthor","name","Javier Moreno","avatarUrl","https://www.gravatar.com/avatar/d41d8cd98f00b204e9800998ecf8427e?s=200&d=404","isDisabledAuthor","metafields",[-5,-5,-5,-5,-5,-5,-5,-5,-5],"imageUrl","imageAltText","imageClass","createdAt","createdAtRaw","modifiedAt","Jan 26, 2026","modifiedAtRaw",{"_1427":1428,"_1429":1475,"_1333":1476,"_1345":1477,"_1433":1478,"_1435":1479,"_1445":1484,"_1447":921,"_1448":1485,"_1450":1486,"_1452":1487,"_1456":1489,"_1464":1490,"_1466":1480,"_1467":1481,"_1468":-7,"_1469":-7,"_1470":-7,"_1471":1491,"_1473":1478},"gid://shopify/Article/568811028536","machine-learning-at-shopify","Augmented commerce: Machine learning at Shopify","2025-07-04T13:36:30Z",{"_1427":1437,"_1303":1480,"_1439":1481,"_1441":1482,"_1443":1483},"https://cdn.shopify.com/s/files/1/0779/4361/articles/shopp-e-iynfqbpi6wwylk3nr3natphs-humanoid-robot-with-a-pharmacy-kiosk-built-into-its-torso_4fb95be2-25a3-420f-be72-d001c7367ffb.png?v=1759988291","Cashier inside robot",1536,1024,[1353],"Commerce is a dynamic ecosystem where our mission is to empower every merchant to succeed. We optimize each step of their journey—from product creation to customer delivery—using advanced tools, infrastructure, and partnerships to solve a complex optimization challenge.","

Commerce is a dynamic ecosystem where our mission is to empower every merchant to succeed. We optimize each step of their journey—from product creation to customer delivery—using advanced tools, infrastructure, and partnerships to solve a complex optimization challenge.

",{"_1427":1454,"_1345":-5,"_1455":1488},"Discover how Shopify uses machine learning, data, and advanced tools to help merchants succeed in the ever-changing game of commerce.",{"_1427":1458,"_1459":1460,"_1461":1462,"_1463":1329},[-5,-5,-5,-5,-5,-5,-5,-5,-5],"Jul 4, 2025",{"_1493":1329,"_1494":1329,"_1495":1329},"hasNextPage","hasPreviousPage","hasThirdPage",{"_1427":1458,"_1497":-5,"_1498":1499,"_1459":1460,"_1461":1500,"_1463":1329},"bio","firstName","Javier","https://www.gravatar.com/avatar/e596b158c1ff50ea1fb6fec75cb3f3b0?s=200&d=404","actionData","errors"]