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2022",{"_1236":1237,"_126":1380,"_1043":1381,"_237":1382,"_1241":1383,"_1243":1384,"_1252":1386,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1387,"_1261":1388,"_1268":1389,"_1270":1385,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1390,"_1277":1383},"gid://shopify/Article/555638521912","modelling-developer-infrastructure-teams","Modelling Developer Infrastructure Teams","2021-08-13T13:00:00Z",{"_1236":1245,"_287":1385,"_1247":-5,"_1248":1249,"_1250":1251},"https://cdn.shopify.com/s/files/1/0779/4361/articles/ShopifyEng_BlogIllustrations_210719_72ppi_04_ModellingDeveloperTooling.jpg?v=1631637906",[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1321,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],"Aug 13, 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Keeping these systems fast requires an ongoing effort. However, before jumping into implementing performance tweaks, it's important to set up a solid monitoring system.","Slow CI systems are often responsible for making frustrated developers. Keeping these systems fast requires an ongoing effort. However, before jumping into implementing performance tweaks, it's important to set up a solid monitoring system.",{"_1236":1259,"_237":-5,"_1260":1403},"How Shopify’s Test Infrastructure team was able to reduce the p95 of Shopify’s core monolith CI from 45 minutes to 18.",{"_1236":1263,"_19":1405,"_1265":1266,"_1267":1039},"Christian Bruckmayer",[-5,-5,-5,-5,-5,-5,-5,-5],"Feb 24, 2021",{"_1236":1237,"_126":1409,"_1043":1410,"_237":1411,"_1241":1412,"_1243":1413,"_1252":1417,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1418,"_1261":1419,"_1268":1421,"_1270":1414,"_1271":1411,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1422,"_1277":1412},"gid://shopify/Article/28344877112","the-state-of-ruby-static-typing-at-shopify","The State of Ruby Static Typing at Shopify","2020-12-07T19:42:31Z",{"_1236":1245,"_287":1414,"_1247":1411,"_1248":1415,"_1250":1416},"https://cdn.shopify.com/s/files/1/0779/4361/articles/image_15.png?v=1607370116",2004,1116,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1420,"_1265":1266,"_1267":1039},"Ufuk Kayserilioglu",[-5,-5,-5,-5,-5,-5,-5,-5],"Dec 7, 2020",{"_1236":1237,"_126":1424,"_1043":1425,"_237":1426,"_1241":1427,"_1243":1428,"_1252":1431,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1432,"_1261":1434,"_1268":1436,"_1270":1429,"_1271":1426,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1437,"_1277":1427},"gid://shopify/Article/28342288440","adopting-sorbet","Adopting Sorbet at Scale","2020-11-19T17:36:12Z",{"_1236":1245,"_287":1429,"_1247":1426,"_1248":1430,"_1250":1251},"https://cdn.shopify.com/s/files/1/0779/4361/articles/header-strictness-dev2.jpg?v=1605809577",916,[1104],{"_1236":1259,"_237":-5,"_1260":1433},"Presenting how Shopify got from no Sorbet in our monolith to almost full coverage in the span of a few months. I’ll explain the challenges we faced, the tools we built to solve them.",{"_1236":1263,"_19":1435,"_1265":1266,"_1267":1039},"Alexandre Terrasa",[-5,-5,-5,-5,-5,-5,-5,-5],"Nov 19, 2020",{"_1236":1237,"_126":1439,"_1043":1440,"_237":1441,"_1241":1442,"_1243":1443,"_1252":1445,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1446,"_1261":1448,"_1268":1449,"_1270":1444,"_1271":1441,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1437,"_1277":1442},"gid://shopify/Article/28342190136","static-typing-ruby","Static Typing for Ruby","2020-11-19T17:08:36Z",{"_1236":1245,"_287":1444,"_1247":1441,"_1248":1249,"_1250":1251},"https://cdn.shopify.com/s/files/1/0779/4361/articles/ShopifyEng_BlogIllustrations_210525_72ppi_05_StaticTypingforRuby.jpg?v=1623687322",[1104],{"_1236":1259,"_237":-5,"_1260":1447},"A look at how Shopify adopted static typing in it's core Ruby monolith by treating type checking like a product.",{"_1236":1263,"_19":1435,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],{"_1236":1237,"_126":1451,"_1043":1452,"_237":1453,"_1241":1454,"_1243":1455,"_1252":1459,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1460,"_1261":1462,"_1268":1464,"_1270":1456,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1465,"_1277":1454},"gid://shopify/Article/28285239352","migrating-large-typescript-codebases-project-references","Migrating Large TypeScript Codebases To Project References","2020-07-29T16:30:00Z",{"_1236":1245,"_287":1456,"_1247":-5,"_1248":1457,"_1250":1458},"https://cdn.shopify.com/s/files/1/0779/4361/articles/unnamed_1.jpg?v=1596038165",1024,683,[1104],{"_1236":1259,"_237":-5,"_1260":1461},"Using TypeScript enabled our ever-growing Admin teams to leverage TypeScript’s compiler to catch potential bugs and errors well before they ship.",{"_1236":1263,"_19":1463,"_1265":1266,"_1267":1039},"Ismail Syed",[-5,-5,-5,-5,-5,-5,-5,-5],"Jul 29, 2020",{"_1236":1237,"_126":1467,"_1043":1468,"_237":1469,"_1241":1470,"_1243":1471,"_1252":1475,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1476,"_1261":1477,"_1268":1479,"_1270":1472,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1480,"_1277":1470},"gid://shopify/Article/28057206840","spark-joy-by-running-fewer-tests","Spark Joy by Running Fewer Tests","2020-06-11T18:56:00Z",{"_1236":1245,"_287":1472,"_1247":-5,"_1248":1473,"_1250":1474},"https://cdn.shopify.com/s/files/1/0779/4361/articles/coding-team-working-on-laptops.jpg?v=1591901732",2000,1334,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1478,"_1265":1266,"_1267":1039},"Jessica Xie",[-5,-5,-5,-5,-5,-5,-5,-5],"Jun 11, 2020",{"_1236":1237,"_126":1482,"_1043":1483,"_237":1484,"_1241":1485,"_1243":1486,"_1252":1490,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1491,"_1261":1492,"_1268":1494,"_1270":1487,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1495,"_1277":1485},"gid://shopify/Article/28049276984","shipit-presents-how-shopify-uses-nix","ShipIt! Presents: How Shopify Uses Nix","2020-05-29T15:05:00Z",{"_1236":1245,"_287":1487,"_1247":-5,"_1248":1488,"_1250":1489},"https://cdn.shopify.com/s/files/1/0779/4361/articles/GraphinessofSoftwareDependenciesHeader.jpg?v=1590762983",1600,342,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1493,"_1265":1266,"_1267":1039},"Burke Libbey",[-5,-5,-5,-5,-5,-5,-5,-5],"May 29, 2020",{"_1236":1237,"_126":1497,"_1043":1498,"_237":1499,"_1241":1500,"_1243":1501,"_1252":1505,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1506,"_1261":1508,"_1268":1509,"_1270":1502,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1510,"_1277":1500},"gid://shopify/Article/28041510968","what-is-nix","What Is Nix","2020-05-19T17:37:00Z",{"_1236":1245,"_287":1502,"_1247":-5,"_1248":1503,"_1250":1504},"https://cdn.shopify.com/s/files/1/0779/4361/articles/Screen_Shot_2020-05-19_at_13.24.jpg?v=1589909701",1630,504,[1104],{"_1236":1259,"_237":-5,"_1260":1507},"This article is going to be a crash course in what Nix is, how to think about it, and why it's such a valuable and paradigm-shifting piece of technology.",{"_1236":1263,"_19":1493,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],"May 19, 2020",{"_1236":1237,"_126":1512,"_1043":1513,"_237":1514,"_1241":1515,"_1243":1516,"_1252":1520,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1521,"_1261":1523,"_1268":1525,"_1270":1517,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1526,"_1277":1515},"gid://shopify/Article/28019556408","software-release-culture-shopify","Software Release Culture at Shopify","2020-04-15T14:00:00Z",{"_1236":1245,"_287":1517,"_1247":-5,"_1248":1518,"_1250":1519},"https://cdn.shopify.com/s/files/1/0779/4361/articles/Release_Culture_At_Shopify_Velocity3.jpg?v=1586902395",924,389,[1104],{"_1236":1259,"_237":-5,"_1260":1522},"We try to find the path to those goals that our developers want to take. We want to create experiences through tooling that can make our developers feel productive, and we want to do our best to make shipping feel like a celebration and not a chore.",{"_1236":1263,"_19":1524,"_1265":1266,"_1267":1039},"Kate Neely",[-5,-5,-5,-5,-5,-5,-5,-5],"Apr 15, 2020",{"_1236":1237,"_126":1528,"_1043":1529,"_237":1530,"_1241":1531,"_1243":1532,"_1252":1536,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1537,"_1261":1538,"_1268":1540,"_1270":1533,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1541,"_1277":1531},"gid://shopify/Article/27650621496","scaling-mobile-development-by-treating-apps-as-services","Scaling Mobile Development by Treating Apps as Services","2020-01-16T19:30:00Z",{"_1236":1245,"_287":1533,"_1247":-5,"_1248":1534,"_1250":1535},"https://cdn.shopify.com/s/files/1/0779/4361/articles/ServicesDBMobile.jpg?v=1579200663",1200,838,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1539,"_1265":1266,"_1267":1039},"Alejandro Rodriguez Salamanca",[-5,-5,-5,-5,-5,-5,-5,-5],"Jan 16, 2020",{"_1236":1237,"_126":1543,"_1043":1544,"_237":1545,"_1241":1546,"_1243":1547,"_1252":1550,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1551,"_1261":1552,"_1268":1554,"_1270":1548,"_1271":1545,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1555,"_1277":1546},"gid://shopify/Article/27619000376","successfully-merging-work-1000-developers","Successfully Merging the Work of 1000+ Developers","2019-11-14T18:30:00Z",{"_1236":1245,"_287":1548,"_1247":1545,"_1248":1534,"_1250":1549},"https://cdn.shopify.com/s/files/1/0779/4361/articles/woman-hands-tech-developer-laptop.jpg?v=1573679013",800,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1553,"_1265":1266,"_1267":1039},"Jack Li",[-5,-5,-5,-5,-5,-5,-5,-5],"Nov 14, 2019",{"_1236":1237,"_126":1557,"_1043":1558,"_237":1559,"_1241":1560,"_1243":1561,"_1252":1563,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1564,"_1261":1566,"_1268":1568,"_1270":1562,"_1271":1559,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1569,"_1277":1560},"gid://shopify/Article/27545534520","living-on-the-edge-of-rails","Living on the Edge of Rails","2019-08-21T18:39:00Z",{"_1236":1245,"_287":1562,"_1247":1559,"_1248":1534,"_1250":1549},"https://cdn.shopify.com/s/files/1/0779/4361/articles/young-woman-typing-macbook.jpg?v=1566411208",[1104],{"_1236":1259,"_237":-5,"_1260":1565},"Shopify's Core monolith has been running the latest revision of the Rails framework in production since Feb 2019.",{"_1236":1263,"_19":1567,"_1265":1266,"_1267":1039},"Edouard CHIN",[-5,-5,-5,-5,-5,-5,-5,-5],"Aug 21, 2019",{"_1236":1237,"_126":1571,"_1043":1572,"_237":1573,"_1241":1574,"_1243":1575,"_1252":1579,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1580,"_1261":1582,"_1268":1583,"_1270":1576,"_1271":1573,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1584,"_1277":1574},"gid://shopify/Article/27429994552","mobile-release-engineering-scale-shipit-mobile","Mobile Release Engineering at Scale with Shipit Mobile","2019-05-17T17:08:00Z",{"_1236":1245,"_287":1576,"_1247":1573,"_1248":1577,"_1250":1578},"https://cdn.shopify.com/s/files/1/0779/4361/articles/Screen_Shot_2019-05-16_at_2.27.22_PM.png?v=1558105882",1060,644,[1104],{"_1236":1259,"_237":-5,"_1260":1581},"Shopify minimized the challenges of mobile release engineering at scale with Shipit Mobile: a platform to create, view, and manage app releases.",{"_1236":1263,"_19":1539,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],"May 17, 2019",{"_1236":1237,"_126":1586,"_1043":1587,"_237":1588,"_1241":1589,"_1243":1590,"_1252":1593,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1594,"_1261":1595,"_1268":1596,"_1270":1591,"_1271":1588,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1597,"_1277":1589},"gid://shopify/Article/27095334968","unreasonable-effectiveness-test-retries-android-monorepo-case-study","The Unreasonable Effectiveness of Test Retries: An Android Monorepo Case Study","2019-01-08T19:00:00Z",{"_1236":1245,"_287":1591,"_1247":1588,"_1248":1473,"_1250":1592},"https://cdn.shopify.com/s/files/1/0779/4361/articles/woman-hands-tech-developer-laptop_4460x4460_1.jpg?v=1546972009",1333,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1539,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],"Jan 8, 2019",{"_1236":1237,"_126":1599,"_1043":1600,"_237":1601,"_1241":1602,"_1243":1603,"_1252":1607,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1608,"_1261":1609,"_1268":1611,"_1270":1604,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1612,"_1277":1602},"gid://shopify/Article/26996506680","developer-talks-how-the-command-line-can-empower-you","Developer Talks: How the Command Line Can Empower You (Webinar)","2018-11-20T20:00:00Z",{"_1236":1245,"_287":1604,"_1247":-5,"_1248":1605,"_1250":1606},"https://cdn.shopify.com/s/files/1/0779/4361/articles/programmer-focused-on-code_925x_f22cf27d-adc6-4b1f-a433-1f045ead353d.jpg?v=1542738987",925,617,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1610,"_1265":1266,"_1267":1039},"Anita Clarke",[-5,-5,-5,-5,-5,-5,-5,-5],"Nov 20, 2018",{"_1236":1237,"_126":1614,"_1043":1615,"_237":1616,"_1241":1617,"_1243":1618,"_1252":1622,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1623,"_1261":1624,"_1268":1625,"_1270":1619,"_1271":1616,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1626,"_1277":1617},"gid://shopify/Article/26877788216","introducing-the-deprecation-toolkit","Introducing the Deprecation Toolkit","2018-09-19T16:15:00Z",{"_1236":1245,"_287":1619,"_1247":1616,"_1248":1620,"_1250":1621},"https://cdn.shopify.com/s/files/1/0779/4361/articles/developer-coding-on-laptop_4460x4460_1.jpg?v=1537295289",4460,2975,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1567,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],"Sep 19, 2018",{"_1236":1237,"_126":1628,"_1043":1629,"_237":1630,"_1241":1631,"_1243":1632,"_1252":1636,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1637,"_1261":1638,"_1268":1639,"_1270":1633,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1640,"_1277":1631},"gid://shopify/Article/26870775864","mobile-tophatting-at-shopify-1","Mobile Tophatting at Shopify","2018-09-11T18:00:00Z",{"_1236":1245,"_287":1633,"_1247":-5,"_1248":1634,"_1250":1635},"https://cdn.shopify.com/s/files/1/0779/4361/articles/header.jpg?v=1536427600",5184,3888,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1291,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],"Sep 11, 2018",{"_1236":1237,"_126":1642,"_1043":1643,"_237":1644,"_1241":1645,"_1243":1646,"_1252":1649,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1650,"_1261":1652,"_1268":1654,"_1270":1647,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1655,"_1277":1645},"gid://shopify/Article/26719453240","scaling-ios-ci-with-anka","Scaling iOS CI with Anka","2018-07-11T17:30:00Z",{"_1236":1245,"_287":1647,"_1247":-5,"_1248":1620,"_1250":1648},"https://cdn.shopify.com/s/files/1/0779/4361/articles/woman-checking-phone_4460x4460_a88df3b6-e348-44b8-89cd-f95ad6190a7c.jpg?v=1531242786",2973,[1104],{"_1236":1259,"_237":-5,"_1260":1651},"Shopify has a growing number of software developers working on mobile apps such as Shopify, Shopify POS and Frenzy. As a result, the demand for a scalable and stable build system increased. Our Developer Acceleration team decided to invest in creating a single unified build system for all CI/CD pipelines across Shopify.",{"_1236":1263,"_19":1653,"_1265":1266,"_1267":1039},"Sander Lijbrink",[-5,-5,-5,-5,-5,-5,-5,-5],"Jul 11, 2018",{"_1236":1237,"_126":1657,"_1043":1658,"_237":1659,"_1241":1660,"_1243":1661,"_1252":1663,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1664,"_1261":1666,"_1268":1668,"_1270":1662,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1669,"_1277":1660},"gid://shopify/Article/26676854840","introducing-the-merge-queue","Introducing the Merge Queue","2018-06-08T15:00:00Z",{"_1236":1245,"_287":1662,"_1247":-5,"_1248":1620,"_1250":1621},"https://cdn.shopify.com/s/files/1/0779/4361/articles/hands-typing-code-on-laptop_4460x4460_b887e9a8-74d9-41ba-b53e-2eba55f41303.jpg?v=1528402520",[1104],{"_1236":1259,"_237":-5,"_1260":1665},"Shopify’s primary application is a monolithic Rails application that powers our cloud-based, multi-channel commerce platform for 600,000+ merchants in over 175 countries. As we continue to grow the number of developers working on the app, our tooling has grown with them. ",{"_1236":1263,"_19":1667,"_1265":1266,"_1267":1039},"Darren Worrall",[-5,-5,-5,-5,-5,-5,-5,-5],"Jun 8, 2018",{"_1236":1237,"_126":1671,"_1043":1672,"_237":1673,"_1241":1674,"_1243":1675,"_1252":1679,"_95":1019,"_1255":1680,"_1256":1681,"_1257":1682,"_1261":1683,"_1268":1685,"_1270":1676,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1686,"_1277":1674},"gid://shopify/Article/238000975","code-style-consistency-for-shopify-s-decade-old-codebase","Code Style Consistency for Shopify’s Decade-Old Codebase","2017-09-22T16:34:00Z",{"_1236":1245,"_287":1676,"_1247":-5,"_1248":1677,"_1250":1678},"https://cdn.shopify.com/s/files/1/0779/4361/articles/Screen_Shot_2017-09-22_at_11.54.59_AM.png?v=1506099631",2566,906,[1104],"5 minute read Over the course of Shopify's 13-year codebase history, the core platform has never been rewritten. That meant a slew of outdated code styles, piling atop of one another and without a lot of consistency. By 2012, our CEO Tobi created a draft Ruby style guide to keep up with the growth. Unfortunately, it never became embedded in our programming culture and many people didn't even know it existed.","\n

5 minute read

Over the course of Shopify's 13-year codebase history, the core platform has never been rewritten. That meant a slew of outdated code styles, piling atop of one another and without a lot of consistency. By 2012, our CEO Tobi created a draft Ruby style guide to keep up with the growth. Unfortunately, it never became embedded in our programming culture and many people didn't even know it existed.

",{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1684,"_1265":1266,"_1267":1039},"Gabi Stefanini",[-5,-5,-5,-5,-5,-5,-5,-5],"Sep 22, 2017",{"_1236":1237,"_126":1688,"_1043":1689,"_237":1690,"_1241":1691,"_1243":1692,"_1252":1696,"_95":1019,"_1255":1697,"_1256":1698,"_1257":1699,"_1261":1700,"_1268":1701,"_1270":1693,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1702,"_1277":1691},"gid://shopify/Article/235340559","bootsnap-optimizing-ruby-app-boot-time","Bootsnap: Optimizing Ruby App Boot Time","2017-05-18T18:30:00Z",{"_1236":1245,"_287":1693,"_1247":-5,"_1248":1694,"_1250":1695},"https://cdn.shopify.com/s/files/1/0779/4361/articles/ruby.jpg?v=1495827899",995,996,[1104],"8 minute read Hundreds of Shopify developers work on our largest codebase, the monolithic Rails application that powers most of our product offering. There are various benefits to having a “majestic monolith,” but also a few downsides. Chief among them is the amount of time people spend waiting for Rails to boot. Doing development, two of the most common tasks are running a development server and running a unit test file. By improving the performance of these tasks, we will also improve the experience for developers working on this codebase and achieve higher iteration speed. We started measuring and profiling the following code paths: Development server: time to first request Unit testing: time to first unit test","

8 minute read

Hundreds of Shopify developers work on our largest codebase, the monolithic Rails application that powers most of our product offering. There are various benefits to having a “majestic monolith,” but also a few downsides. Chief among them is the amount of time people spend waiting for Rails to boot.

Doing development, two of the most common tasks are running a development server and running a unit test file. By improving the performance of these tasks, we will also improve the experience for developers working on this codebase and achieve higher iteration speed. We started measuring and profiling the following code paths:

Development server: time to first request
Unit testing: time to first unit test

",{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1493,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],"May 18, 2017",{"_1236":1237,"_126":1704,"_1043":1705,"_237":1706,"_1241":1707,"_1243":1708,"_1252":1711,"_95":1019,"_1255":1712,"_1256":1713,"_1257":1714,"_1261":1715,"_1268":1717,"_1270":1709,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1718,"_1277":1707},"gid://shopify/Article/227358148","automatic-deployment-at-shopify","Automatic Deployment at Shopify","2016-10-19T17:00:00Z",{"_1236":1245,"_287":1709,"_1247":-5,"_1248":1549,"_1250":1710},"https://cdn.shopify.com/s/files/1/0779/4361/articles/Production_Engineering_1.jpeg?v=1494879582",450,[1104],"6 minute read Hi, I'm Graeme Johnson, and I work on Shopify's Developer Acceleration team. Our mission is to provide tools that let developers ship fast and safely. Recently we began shipping Shopify automatically as developers hit the merge button in GitHub. This removes the final manual step in our deploy pipeline, which now looks like this: Merge → Build container → Run CI → Hit deploy button → Ship to production We have invested a lot of engineering effort to make this pipeline fast enough to run end-to-end in about 15 minutes—still too slow for our taste—and robust enough to allow cancellation at any stage in the process. Automating the actual deploy trigger was the next logical step.","\n

6 minute read

Hi, I'm Graeme Johnson, and I work on Shopify's Developer Acceleration team. Our mission is to provide tools that let developers ship fast and safely. Recently we began shipping Shopify automatically as developers hit the merge button in GitHub. This removes the final manual step in our deploy pipeline, which now looks like this:

Merge → Build container → Run CI → Hit deploy button → Ship to production

We have invested a lot of engineering effort to make this pipeline fast enough to run end-to-end in about 15 minutes—still too slow for our taste—and robust enough to allow cancellation at any stage in the process. Automating the actual deploy trigger was the next logical step.

",{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1716,"_1265":1266,"_1267":1039},"Graeme Johnson",[-5,-5,-5,-5,-5,-5,-5,-5],"Oct 19, 2016",{"_1236":1237,"_126":1720,"_1043":1721,"_237":1722,"_1241":1723,"_1243":1724,"_1252":1727,"_95":1019,"_1255":1728,"_1256":1729,"_1257":1730,"_1261":1731,"_1268":1733,"_1270":1725,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1734,"_1277":1723},"gid://shopify/Article/118636932","how-to-set-up-your-own-mobile-ci-system","How to Set Up Your Own Mobile CI System","2016-06-15T18:46:00Z",{"_1236":1245,"_287":1725,"_1247":-5,"_1248":1549,"_1250":1726},"https://cdn.shopify.com/s/files/1/0779/4361/articles/Artboard_1-1.png?v=1494617223",391,[1104],"1 minute read Editor's note: a more updated post on this topic is now up! Check out Sander Lijbrink's \"Building a Dynamic Mobile CI System.\" Over the past few years the mobile development community has seen a dramatic shift towards the use of continuous integration (CI) systems similar to changes present in other communities — particularly web developers. This shift has been a particularly powerful moment for mobile developers, as they’re able to focus on their apps and code rather than spending their time on provisioning, code signing, deployment, and running tests. I’m a software developer at Shopify currently working on our Developer Acceleration’s Mobile team. My job is to design, create, and manage an automated system to provide an accelerated development experience for our developers. Based on our experiences at Shopify, we will be talking about “hosted” vs “BYOH” systems, how to provision Mac OS X and Ubuntu machines for iOS and Android, and the caveats we ran into throughout this series. By the end, you should be ready to go build your very own CI setup.","\n

1 minute read

\n\n

Editor's note: a more updated post on this topic is now up! Check out Sander Lijbrink's \"Building a Dynamic Mobile CI System.\"

Over the past few years the mobile development community has seen a dramatic shift towards the use of continuous integration (CI) systems similar to changes present in other communities — particularly web developers. This shift has been a particularly powerful moment for mobile developers, as they’re able to focus on their apps and code rather than spending their time on provisioning, code signing, deployment, and running tests.

I’m a software developer at Shopify currently working on our Developer Acceleration’s Mobile team. My job is to design, create, and manage an automated system to provide an accelerated development experience for our developers.

Based on our experiences at Shopify, we will be talking about “hosted” vs “BYOH” systems, how to provision Mac OS X and Ubuntu machines for iOS and Android, and the caveats we ran into throughout this series. By the end, you should be ready to go build your very own CI setup.

",{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1732,"_1265":1266,"_1267":1039},"Julian Nadeau",[-5,-5,-5,-5,-5,-5,-5,-5],"Jun 15, 2016",{"_1236":1237,"_126":1736,"_1043":1737,"_237":1738,"_1241":1739,"_1243":1740,"_1252":1744,"_95":1019,"_1255":1745,"_1256":1746,"_1257":1747,"_1261":1748,"_1268":1750,"_1270":1741,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1751,"_1277":1739},"gid://shopify/Article/79963972","introducing-shipit","Introducing Shipit","2015-06-17T15:41:00Z",{"_1236":1245,"_287":1741,"_1247":-5,"_1248":1742,"_1250":1743},"https://cdn.shopify.com/s/files/1/0779/4361/articles/shopify_logo_black_ff95b40b-fe43-4ed3-bdce-e8e32f29206f.png?v=1501534668",650,186,[1104],"3 minute read After a year of internal use, we’re excited to open-source our deployment tool, Shipit. With dozens of teams pushing code multiple times a day to a variety of different targets, fast and easy deploys are key to developer productivity (and happiness) at Shopify. Along with key improvements to our infrastructure, Shipit plays a central role in making this happen.","\n

3 minute read

After a year of internal use, we’re excited to open-source our deployment tool, Shipit.

With dozens of teams pushing code multiple times a day to a variety of different targets, fast and easy deploys are key to developer productivity (and happiness) at Shopify. Along with key improvements to our infrastructure, Shipit plays a central role in making this happen.

",{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1749,"_1265":1266,"_1267":1039},"Jean Boussier",[-5,-5,-5,-5,-5,-5,-5,-5],"Jun 17, 2015",{"_1236":1237,"_126":1753,"_1043":1754,"_237":1755,"_1241":1756,"_1243":1757,"_1252":1759,"_95":1019,"_1255":1760,"_1256":1761,"_1257":1762,"_1261":1764,"_1268":1766,"_1270":1758,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1767,"_1277":1756},"gid://shopify/Article/17489080","17489080-theres-more-to-ruby-debugging-than-puts","There's More to Ruby Debugging Than puts()","2015-02-24T15:12:00Z",{"_1236":1245,"_287":1758,"_1247":-5,"_1248":1620,"_1250":1648},"https://cdn.shopify.com/s/files/1/0779/4361/articles/coding-on-laptop_4460x4460_0d60e8da-97fb-488b-8adc-531fd6933ca0.jpg?v=1521214558",[1104],"\"Debugging is twice as hard as writing the code in the first place. Therefore, if you write the code as cleverly as possible, you are, by definition, not smart enough to debug it.\" - Brian W. Kernighan Debugging is always challenging, and as programmers we can easily spend a good chunk of every day just trying to figure out what is going on with our code. Where exactly has a method been overwritten or defined in the first place? What does the inheritance chain look like for this object? Which methods are available to call from this context? This article will take you through some under-utilized convenience methods in Ruby which will make answering these questions a little easier.","

\"Debugging is twice as hard as writing the code in the first place. Therefore, if you write the code as cleverly as possible, you are, by definition, not smart enough to debug it.\" - Brian W. Kernighan

\n\n

Debugging is always challenging, and as programmers we can easily spend a good chunk of every day just trying to figure out what is going on with our code. Where exactly has a method been overwritten or defined in the first place? What does the inheritance chain look like for this object? Which methods are available to call from this context?

This article will take you through some under-utilized convenience methods in Ruby which will make answering these questions a little easier.

",{"_1236":1259,"_237":-5,"_1260":1763},"This article will take you through some under-utilized convenience methods in Ruby.",{"_1236":1263,"_19":1765,"_1265":1266,"_1267":1039},"Blake Mesdag",[-5,-5,-5,-5,-5,-5,-5,-5],"Feb 24, 2015",{"_1236":1237,"_126":1769,"_1043":1770,"_237":1771,"_1241":1772,"_1243":1773,"_1252":1777,"_95":1019,"_1255":1778,"_1256":1779,"_1257":1780,"_1261":1781,"_1268":1783,"_1270":1774,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1784,"_1277":1772},"gid://shopify/Article/17489072","building-and-testing-resilient-ruby-on-rails-applications","Building and Testing Resilient Ruby on Rails Applications","2015-01-29T19:16:00Z",{"_1236":1245,"_287":1774,"_1247":-5,"_1248":1775,"_1250":1776},"https://cdn.shopify.com/s/files/1/0779/4361/articles/Screen_Shot_2015-01-28_at_2.25.15_PM_grande_198721a9-aced-4b68-8301-02a2f56a199f.png?v=1495031672",512,135,[1104],"Black Friday and Cyber Monday are the biggest days of the year at Shopify with respect to every metric. As the Infrastructure team started preparing for the upcoming seasonal traffic in the late summer of 2014, we were confident that we could cope, and determined resiliency to be the top priority. A resilient system is one that functions with one or more components being unavailable or unacceptably slow. Applications quickly become intertwined with their external services if not carefully monitored, leading to minor dependencies becoming single points of failure. For example, the only part of Shopify that relies on the session store is user sign-in - if the session store is unavailable, customers can still purchase products as guests. Any other behaviour would be an unfortunate coupling of components. This post is an overview of the tools and techniques we used to make Shopify more resilient in preparation for the holiday season.","

Black Friday and Cyber Monday are the biggest days of the year at Shopify with respect to every metric. As the Infrastructure team started preparing for the upcoming seasonal traffic in the late summer of 2014, we were confident that we could cope, and determined resiliency to be the top priority. A resilient system is one that functions with one or more components being unavailable or unacceptably slow. Applications quickly become intertwined with their external services if not carefully monitored, leading to minor dependencies becoming single points of failure.

For example, the only part of Shopify that relies on the session store is user sign-in - if the session store is unavailable, customers can still purchase products as guests. Any other behaviour would be an unfortunate coupling of components. This post is an overview of the tools and techniques we used to make Shopify more resilient in preparation for the holiday season.

",{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1782,"_1265":1266,"_1267":1039},"Simon Eskildsen",[-5,-5,-5,-5,-5,-5,-5,-5],"Jan 29, 2015",{"_1236":1237,"_126":1786,"_1043":1787,"_237":1788,"_1241":1789,"_1243":1790,"_1252":1794,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1795,"_1261":1796,"_1268":1798,"_1270":1791,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1799,"_1277":1789},"gid://shopify/Article/17488412","how-we-use-git-at-shopify","How we use git at Shopify","2011-08-24T17:53:00Z",{"_1236":1245,"_287":1791,"_1247":-5,"_1248":1792,"_1250":1793},"https://cdn.shopify.com/s/files/1/0779/4361/articles/4237230740_1400fdd4db_z.jpg?v=1494965152",640,626,[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1797,"_1265":1266,"_1267":1039},"Shopify Engineering",[-5,-5,-5,-5,-5,-5,-5,-5],"Aug 24, 2011",{"_1236":1237,"_126":1801,"_1043":1802,"_237":1803,"_1241":1804,"_1243":1805,"_1252":1807,"_95":1019,"_1255":1019,"_1256":1019,"_1257":1808,"_1261":1809,"_1268":1810,"_1270":1806,"_1271":-5,"_1272":-7,"_1273":-7,"_1274":-7,"_1275":1811,"_1277":1804},"gid://shopify/Article/17488072","17488072-shopifys-path-to-rails-3","Shopify's path to Rails 3","2010-11-16T18:46:00Z",{"_1236":1245,"_287":1806,"_1247":-5,"_1248":1620,"_1250":1621},"https://cdn.shopify.com/s/files/1/0779/4361/articles/developer-coding-on-laptop_4460x4460_1_ae727e8c-9f8c-4934-b9ff-7c6aebaab67c.jpg?v=1537900773",[1104],{"_1236":1259,"_237":-5,"_1260":-5},{"_1236":1263,"_19":1797,"_1265":1266,"_1267":1039},[-5,-5,-5,-5,-5,-5,-5,-5],"Nov 16, 2010",{"_1813":1039,"_1814":1039,"_1815":1039},"hasNextPage","hasPreviousPage","hasThirdPage","topicContent",{"_237":1104,"_1260":1818,"_1043":1103},"We build software for the long term and invest heavily in the developer experience through our tooling for continuous deployment of both our web and mobile apps.","retailMessagesExperiment","retailMessagesExperimentContent",{},"actionData"]