[{"data":1,"prerenderedAt":706},["ShallowReactive",2],{"/en-us/blog/trends-in-test-automation/":3,"navigation-en-us":36,"banner-en-us":452,"footer-en-us":467,"Chrissie Buchanan":678,"next-steps-en-us":691},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"seo":8,"content":16,"config":26,"_id":29,"_type":30,"title":31,"_source":32,"_file":33,"_stem":34,"_extension":35},"/en-us/blog/trends-in-test-automation","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"3 Trends in test automation","Faster deployments, fewer bugs, better user experiences – see the latest trends in test automation and what they're bringing to the table.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749663662/Blog/Hero%20Images/trends-in-test-automation.jpg","https://about.gitlab.com/blog/trends-in-test-automation","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"3 Trends in test automation\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Chrissie Buchanan\"}],\n        \"datePublished\": \"2019-05-01\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":19,"body":20,"category":21,"tags":22},[18],"Chrissie Buchanan","2019-05-01","\nAutomation is becoming a powerful tool in every industry.\nWith the pace of development at breakneck speed, [test automation](/topics/devops/devops-test-automation/) is a big asset in deploying applications quickly.\nThe volume and complexity of testing environments mean that machines are well-suited for the job, and a modern QA strategy is all about leveraging that automation effectively.\n\n[QASymphony recently surveyed testers and QA leaders](https://www.qasymphony.com/blog/test-automation-trends-infographic/) at mid-size and large enterprises and found that a significant number of respondents expect to be making a big leap towards test automation in the next year:\nAlmost half expect to be automating more than 50 percent in that time.\nThe test automation tool landscape is growing more complex, and 83 percent of organizations are using open source tools.\n\n## 1. Continuous testing\n\nIn traditional environments, testing gets completed at the end of a development cycle.\nAs more teams move toward a [DevOps](/topics/devops/) and [continuous delivery](/topics/ci-cd/) model in which software is constantly in development, leaving testing until the end can be a huge liability.\nIn the time between a project starting and going to testing, master files could have been changed thousands of times.\nWho knows what kinds of bugs can pop up over months of development?\nThis leads to either updates stuck in testing for far too long or deployments filled with bugs – neither of which is good.\nThat’s where continuous testing comes in.\n\nContinuous testing starts at the beginning.\nEach milestone along the way serves as a quality gate, [baking in excellence at each stage of the software development process](https://techbeacon.com/app-dev-testing/state-test-automation-7-key-trends-watch).\nAs each phase clears, more testing happens as needed.\nImplementing continuous testing methodologies is _already_ the biggest trend in test automation, but some organizations that embark on their DevOps journeys struggle with it.\n\nSubu Baskaran, senior product manager for Sencha, says that despite the desire to test early in the cycle, software development teams that are still maintaining legacy applications find it hard to go back and write unit or end-to-end tests:\n\n>\"The millions of lines of code make it extremely difficult for teams to think about unit testing, as that will severely hamper new feature development. Also, legacy applications have inherent complexities that make end-to-end testing very slow, vague, and brittle. [Hence, teams that maintain legacy applications resort to manual testing.](https://techbeacon.com/app-dev-testing/state-continuous-testing-its-journey-not-destination)\"\n\n## 2. Concurrent DevOps\n\nCode quality and speed go hand in hand, and teams must be able to make use of parallelization to keep up the pace.\nSplitting work across multiple servers has never been easier, and organizations will continue to expand their concurrent DevOps approach.\n\nYou could have multiple physical machines to handle the load but [VMs can be a more economical option for automation parallelization](https://techbeacon.com/app-dev-testing/parallelizing-test-automation-read-first).\nWhether those VMs are on premises or cloud-based largely depends on the cost and your company's ability to embrace the cloud.\n\nYou could also work with cloud partners, companies that host cloud-based execution environments\nfor testing and automation.\n\nAutoscaling is one way that teams can reduce the costs associated with running these concurrent jobs.\n[Autoscaling runners](/releases/2016/03/29/gitlab-runner-1-1-released/) split this work across multiple servers and spin up or down automatically to process queues – so developers don’t have to wait on builds and teams use as much capacity as needed.\nThis user [built out a CI testing pipeline using GitLab](https://medium.freecodecamp.org/4-steps-to-build-an-automated-testing-pipeline-with-gitlab-ci-24ccab95535e) that allowed for more effective bug catching, and more DevOps teams will be using these methods to automate their testing environments in years to come.\n\n## 3. AI and machine learning\n\nAt its core, machine learning is a pattern-recognition technology, [the main purpose of which is to make machines learn without being explicitly programmed](https://hackernoon.com/why-ai-ml-will-shake-software-testing-up-in-2019-b3f86a30bcfa).\nWhat makes this such an important trend in test automation is that it can make testing more predictive and reliable.\nWhile Selenium is still the standard for creating testing scripts, it requires a high level of programming skill to maintain.\nAutomation tools like Mabl, [TestCraft](https://www.testcraft.io/), Testim.io, and AutonomiQ are just some of the few incorporating AI and machine learning into test automation.\n\nDan Belcher, co-founder of testing tool company Mabl, and his team [developed an ML testing algorithm that can adapt to changes in frontend elements](https://techbeacon.com/app-dev-testing/how-ai-changing-test-automation-5-examples).\n\"Although Selenium is the most broadly used framework, the challenge with it is that it's pretty rigidly tied to the specific elements on the front end. Because of this, script flakiness can often arise when you make what seems like a pretty innocent change to a UI.\" he explains.\n\"One of the things that we did at the very beginning of creating Mabl was to develop a much smarter way of referring to frontend elements in our test automation so that those types of changes don't actually break your tests.\"\n\nAI and machine learning make it possible to go through millions of lines of code and identify patterns.\nBut what happens to the human testers? QA automation means that testers can devote more time to superior user experiences – the tasks that machines are _not_ always well-suited for.\nThe role of testers is now [ensuring that quality testing processes are being followed](https://www.qasymphony.com/blog/managing-testing-teams/), so it’s more about oversight than conducting actual tests.\nModern QA can be that bridge for beautiful user experiences that are intuitive and appealing.\nWith the volume of applications being deployed every day, having a great user experience is a way to stand out in a sea of apps.\n\n## These trends in test automation are just the tip of the iceberg\n\nThere is no shortage of exciting things happening: more focus on JavaScript testing, improvements in testing across devices, comprehensive testing dashboards, as well as Selenium-free options.\nThe testing automation landscape is full of new solutions, but none of them is viable in an outdated legacy environment.\n\nManual testing reduces application development speed and threatens code quality.\nThese two disadvantages are growth killers, especially in such a competitive development landscape.\nTest automation makes it possible for testers to use their skills where they add more business value: Creating great user experiences.\nLegacy applications can’t tap into all of these test automation capabilities because they aren’t supported.\nOrganizations forced to manually test their code are being left in the dust by those who automate.\n\nThe advantage of using a solution like GitLab is that we can incorporate a variety of continuous testing solutions.\nCustomers have integrated us with SaaS-based testing solutions or even their own homegrown Selenium grids.\nWe also integrate with JavaScript platforms like Cypress.io, and help teams create continuous integration pipelines.\n\nAre you ready to explore these trends in test automation but legacy applications are holding you back?\n\n[Just commit.](/blog/application-modernization-best-practices/)\n{: .alert .alert-gitlab-purple .text-center}\n\nCover image by [Mimi Thian](https://unsplash.com/photos/ZKBzlifgkgw?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText) on [Unsplash](https://unsplash.com/search/photos/%22developers%22?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText)\n{: .note}\n","insights",[23,24,25],"DevOps","CI/CD","workflow",{"slug":27,"featured":6,"template":28},"trends-in-test-automation","BlogPost","content:en-us:blog:trends-in-test-automation.yml","yaml","Trends In Test Automation","content","en-us/blog/trends-in-test-automation.yml","en-us/blog/trends-in-test-automation","yml",{"_path":37,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"data":39,"_id":448,"_type":30,"title":449,"_source":32,"_file":450,"_stem":451,"_extension":35},"/shared/en-us/main-navigation","en-us",{"logo":40,"freeTrial":45,"sales":50,"login":55,"items":60,"search":389,"minimal":420,"duo":439},{"config":41},{"href":42,"dataGaName":43,"dataGaLocation":44},"/","gitlab logo","header",{"text":46,"config":47},"Get free trial",{"href":48,"dataGaName":49,"dataGaLocation":44},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":51,"config":52},"Talk to sales",{"href":53,"dataGaName":54,"dataGaLocation":44},"/sales/","sales",{"text":56,"config":57},"Sign in",{"href":58,"dataGaName":59,"dataGaLocation":44},"https://gitlab.com/users/sign_in/","sign in",[61,105,200,205,310,370],{"text":62,"config":63,"cards":65,"footer":88},"Platform",{"dataNavLevelOne":64},"platform",[66,72,80],{"title":62,"description":67,"link":68},"The most comprehensive AI-powered DevSecOps Platform",{"text":69,"config":70},"Explore our Platform",{"href":71,"dataGaName":64,"dataGaLocation":44},"/platform/",{"title":73,"description":74,"link":75},"GitLab Duo (AI)","Build software faster with AI at every stage of development",{"text":76,"config":77},"Meet GitLab Duo",{"href":78,"dataGaName":79,"dataGaLocation":44},"/gitlab-duo/","gitlab duo ai",{"title":81,"description":82,"link":83},"Why GitLab","10 reasons why Enterprises choose GitLab",{"text":84,"config":85},"Learn more",{"href":86,"dataGaName":87,"dataGaLocation":44},"/why-gitlab/","why gitlab",{"title":89,"items":90},"Get started with",[91,96,101],{"text":92,"config":93},"Platform Engineering",{"href":94,"dataGaName":95,"dataGaLocation":44},"/solutions/platform-engineering/","platform engineering",{"text":97,"config":98},"Developer Experience",{"href":99,"dataGaName":100,"dataGaLocation":44},"/developer-experience/","Developer experience",{"text":102,"config":103},"MLOps",{"href":104,"dataGaName":102,"dataGaLocation":44},"/topics/devops/the-role-of-ai-in-devops/",{"text":106,"left":107,"config":108,"link":110,"lists":114,"footer":182},"Product",true,{"dataNavLevelOne":109},"solutions",{"text":111,"config":112},"View all Solutions",{"href":113,"dataGaName":109,"dataGaLocation":44},"/solutions/",[115,139,161],{"title":116,"description":117,"link":118,"items":123},"Automation","CI/CD and automation to accelerate deployment",{"config":119},{"icon":120,"href":121,"dataGaName":122,"dataGaLocation":44},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[124,127,131,135],{"text":24,"config":125},{"href":126,"dataGaLocation":44,"dataGaName":24},"/solutions/continuous-integration/",{"text":128,"config":129},"AI-Assisted Development",{"href":78,"dataGaLocation":44,"dataGaName":130},"AI assisted development",{"text":132,"config":133},"Source Code Management",{"href":134,"dataGaLocation":44,"dataGaName":132},"/solutions/source-code-management/",{"text":136,"config":137},"Automated Software Delivery",{"href":121,"dataGaLocation":44,"dataGaName":138},"Automated software delivery",{"title":140,"description":141,"link":142,"items":147},"Security","Deliver code faster without compromising security",{"config":143},{"href":144,"dataGaName":145,"dataGaLocation":44,"icon":146},"/solutions/security-compliance/","security and compliance","ShieldCheckLight",[148,151,156],{"text":149,"config":150},"Security & Compliance",{"href":144,"dataGaLocation":44,"dataGaName":149},{"text":152,"config":153},"Software Supply Chain Security",{"href":154,"dataGaLocation":44,"dataGaName":155},"/solutions/supply-chain/","Software supply chain security",{"text":157,"config":158},"Compliance & Governance",{"href":159,"dataGaLocation":44,"dataGaName":160},"/solutions/continuous-software-compliance/","Compliance and governance",{"title":162,"link":163,"items":168},"Measurement",{"config":164},{"icon":165,"href":166,"dataGaName":167,"dataGaLocation":44},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[169,173,177],{"text":170,"config":171},"Visibility & Measurement",{"href":166,"dataGaLocation":44,"dataGaName":172},"Visibility and Measurement",{"text":174,"config":175},"Value Stream Management",{"href":176,"dataGaLocation":44,"dataGaName":174},"/solutions/value-stream-management/",{"text":178,"config":179},"Analytics & Insights",{"href":180,"dataGaLocation":44,"dataGaName":181},"/solutions/analytics-and-insights/","Analytics and insights",{"title":183,"items":184},"GitLab for",[185,190,195],{"text":186,"config":187},"Enterprise",{"href":188,"dataGaLocation":44,"dataGaName":189},"/enterprise/","enterprise",{"text":191,"config":192},"Small Business",{"href":193,"dataGaLocation":44,"dataGaName":194},"/small-business/","small business",{"text":196,"config":197},"Public Sector",{"href":198,"dataGaLocation":44,"dataGaName":199},"/solutions/public-sector/","public sector",{"text":201,"config":202},"Pricing",{"href":203,"dataGaName":204,"dataGaLocation":44,"dataNavLevelOne":204},"/pricing/","pricing",{"text":206,"config":207,"link":209,"lists":213,"feature":297},"Resources",{"dataNavLevelOne":208},"resources",{"text":210,"config":211},"View all resources",{"href":212,"dataGaName":208,"dataGaLocation":44},"/resources/",[214,247,269],{"title":215,"items":216},"Getting started",[217,222,227,232,237,242],{"text":218,"config":219},"Install",{"href":220,"dataGaName":221,"dataGaLocation":44},"/install/","install",{"text":223,"config":224},"Quick start guides",{"href":225,"dataGaName":226,"dataGaLocation":44},"/get-started/","quick setup checklists",{"text":228,"config":229},"Learn",{"href":230,"dataGaLocation":44,"dataGaName":231},"https://university.gitlab.com/","learn",{"text":233,"config":234},"Product documentation",{"href":235,"dataGaName":236,"dataGaLocation":44},"https://docs.gitlab.com/","product documentation",{"text":238,"config":239},"Best practice videos",{"href":240,"dataGaName":241,"dataGaLocation":44},"/getting-started-videos/","best practice videos",{"text":243,"config":244},"Integrations",{"href":245,"dataGaName":246,"dataGaLocation":44},"/integrations/","integrations",{"title":248,"items":249},"Discover",[250,255,259,264],{"text":251,"config":252},"Customer success stories",{"href":253,"dataGaName":254,"dataGaLocation":44},"/customers/","customer success stories",{"text":256,"config":257},"Blog",{"href":258,"dataGaName":5,"dataGaLocation":44},"/blog/",{"text":260,"config":261},"Remote",{"href":262,"dataGaName":263,"dataGaLocation":44},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"text":265,"config":266},"TeamOps",{"href":267,"dataGaName":268,"dataGaLocation":44},"/teamops/","teamops",{"title":270,"items":271},"Connect",[272,277,282,287,292],{"text":273,"config":274},"GitLab Services",{"href":275,"dataGaName":276,"dataGaLocation":44},"/services/","services",{"text":278,"config":279},"Community",{"href":280,"dataGaName":281,"dataGaLocation":44},"/community/","community",{"text":283,"config":284},"Forum",{"href":285,"dataGaName":286,"dataGaLocation":44},"https://forum.gitlab.com/","forum",{"text":288,"config":289},"Events",{"href":290,"dataGaName":291,"dataGaLocation":44},"/events/","events",{"text":293,"config":294},"Partners",{"href":295,"dataGaName":296,"dataGaLocation":44},"/partners/","partners",{"backgroundColor":298,"textColor":299,"text":300,"image":301,"link":305},"#2f2a6b","#fff","Insights for the future of software development",{"altText":302,"config":303},"the source promo card",{"src":304},"/images/navigation/the-source-promo-card.svg",{"text":306,"config":307},"Read the latest",{"href":308,"dataGaName":309,"dataGaLocation":44},"/the-source/","the source",{"text":311,"config":312,"lists":314},"Company",{"dataNavLevelOne":313},"company",[315],{"items":316},[317,322,328,330,335,340,345,350,355,360,365],{"text":318,"config":319},"About",{"href":320,"dataGaName":321,"dataGaLocation":44},"/company/","about",{"text":323,"config":324,"footerGa":327},"Jobs",{"href":325,"dataGaName":326,"dataGaLocation":44},"/jobs/","jobs",{"dataGaName":326},{"text":288,"config":329},{"href":290,"dataGaName":291,"dataGaLocation":44},{"text":331,"config":332},"Leadership",{"href":333,"dataGaName":334,"dataGaLocation":44},"/company/team/e-group/","leadership",{"text":336,"config":337},"Team",{"href":338,"dataGaName":339,"dataGaLocation":44},"/company/team/","team",{"text":341,"config":342},"Handbook",{"href":343,"dataGaName":344,"dataGaLocation":44},"https://handbook.gitlab.com/","handbook",{"text":346,"config":347},"Investor relations",{"href":348,"dataGaName":349,"dataGaLocation":44},"https://ir.gitlab.com/","investor relations",{"text":351,"config":352},"Trust Center",{"href":353,"dataGaName":354,"dataGaLocation":44},"/security/","trust center",{"text":356,"config":357},"AI Transparency Center",{"href":358,"dataGaName":359,"dataGaLocation":44},"/ai-transparency-center/","ai transparency center",{"text":361,"config":362},"Newsletter",{"href":363,"dataGaName":364,"dataGaLocation":44},"/company/contact/","newsletter",{"text":366,"config":367},"Press",{"href":368,"dataGaName":369,"dataGaLocation":44},"/press/","press",{"text":371,"config":372,"lists":373},"Contact us",{"dataNavLevelOne":313},[374],{"items":375},[376,379,384],{"text":51,"config":377},{"href":53,"dataGaName":378,"dataGaLocation":44},"talk to sales",{"text":380,"config":381},"Get help",{"href":382,"dataGaName":383,"dataGaLocation":44},"/support/","get help",{"text":385,"config":386},"Customer portal",{"href":387,"dataGaName":388,"dataGaLocation":44},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":390,"login":391,"suggestions":398},"Close",{"text":392,"link":393},"To search repositories and projects, login to",{"text":394,"config":395},"gitlab.com",{"href":58,"dataGaName":396,"dataGaLocation":397},"search login","search",{"text":399,"default":400},"Suggestions",[401,403,407,409,413,417],{"text":73,"config":402},{"href":78,"dataGaName":73,"dataGaLocation":397},{"text":404,"config":405},"Code Suggestions (AI)",{"href":406,"dataGaName":404,"dataGaLocation":397},"/solutions/code-suggestions/",{"text":24,"config":408},{"href":126,"dataGaName":24,"dataGaLocation":397},{"text":410,"config":411},"GitLab on AWS",{"href":412,"dataGaName":410,"dataGaLocation":397},"/partners/technology-partners/aws/",{"text":414,"config":415},"GitLab on Google Cloud",{"href":416,"dataGaName":414,"dataGaLocation":397},"/partners/technology-partners/google-cloud-platform/",{"text":418,"config":419},"Why GitLab?",{"href":86,"dataGaName":418,"dataGaLocation":397},{"freeTrial":421,"mobileIcon":426,"desktopIcon":431,"secondaryButton":434},{"text":422,"config":423},"Start free trial",{"href":424,"dataGaName":49,"dataGaLocation":425},"https://gitlab.com/-/trials/new/","nav",{"altText":427,"config":428},"Gitlab Icon",{"src":429,"dataGaName":430,"dataGaLocation":425},"/images/brand/gitlab-logo-tanuki.svg","gitlab icon",{"altText":427,"config":432},{"src":433,"dataGaName":430,"dataGaLocation":425},"/images/brand/gitlab-logo-type.svg",{"text":435,"config":436},"Get Started",{"href":437,"dataGaName":438,"dataGaLocation":425},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/compare/gitlab-vs-github/","get started",{"freeTrial":440,"mobileIcon":444,"desktopIcon":446},{"text":441,"config":442},"Learn more about GitLab Duo",{"href":78,"dataGaName":443,"dataGaLocation":425},"gitlab duo",{"altText":427,"config":445},{"src":429,"dataGaName":430,"dataGaLocation":425},{"altText":427,"config":447},{"src":433,"dataGaName":430,"dataGaLocation":425},"content:shared:en-us:main-navigation.yml","Main Navigation","shared/en-us/main-navigation.yml","shared/en-us/main-navigation",{"_path":453,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"title":454,"button":455,"image":459,"config":462,"_id":464,"_type":30,"_source":32,"_file":465,"_stem":466,"_extension":35},"/shared/en-us/banner","is now in public beta!",{"text":84,"config":456},{"href":457,"dataGaName":458,"dataGaLocation":44},"/gitlab-duo/agent-platform/","duo banner",{"config":460},{"src":461},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1753720689/somrf9zaunk0xlt7ne4x.svg",{"layout":463},"release","content:shared:en-us:banner.yml","shared/en-us/banner.yml","shared/en-us/banner",{"_path":468,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"data":469,"_id":674,"_type":30,"title":675,"_source":32,"_file":676,"_stem":677,"_extension":35},"/shared/en-us/main-footer",{"text":470,"source":471,"edit":477,"contribute":482,"config":487,"items":492,"minimal":666},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":472,"config":473},"View page source",{"href":474,"dataGaName":475,"dataGaLocation":476},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":478,"config":479},"Edit this page",{"href":480,"dataGaName":481,"dataGaLocation":476},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":483,"config":484},"Please contribute",{"href":485,"dataGaName":486,"dataGaLocation":476},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":488,"facebook":489,"youtube":490,"linkedin":491},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[493,516,573,602,636],{"title":62,"links":494,"subMenu":499},[495],{"text":496,"config":497},"DevSecOps platform",{"href":71,"dataGaName":498,"dataGaLocation":476},"devsecops platform",[500],{"title":201,"links":501},[502,506,511],{"text":503,"config":504},"View plans",{"href":203,"dataGaName":505,"dataGaLocation":476},"view plans",{"text":507,"config":508},"Why Premium?",{"href":509,"dataGaName":510,"dataGaLocation":476},"/pricing/premium/","why premium",{"text":512,"config":513},"Why Ultimate?",{"href":514,"dataGaName":515,"dataGaLocation":476},"/pricing/ultimate/","why ultimate",{"title":517,"links":518},"Solutions",[519,524,527,529,534,539,543,546,550,555,557,560,563,568],{"text":520,"config":521},"Digital transformation",{"href":522,"dataGaName":523,"dataGaLocation":476},"/topics/digital-transformation/","digital transformation",{"text":149,"config":525},{"href":144,"dataGaName":526,"dataGaLocation":476},"security & compliance",{"text":138,"config":528},{"href":121,"dataGaName":122,"dataGaLocation":476},{"text":530,"config":531},"Agile development",{"href":532,"dataGaName":533,"dataGaLocation":476},"/solutions/agile-delivery/","agile delivery",{"text":535,"config":536},"Cloud transformation",{"href":537,"dataGaName":538,"dataGaLocation":476},"/topics/cloud-native/","cloud transformation",{"text":540,"config":541},"SCM",{"href":134,"dataGaName":542,"dataGaLocation":476},"source code management",{"text":24,"config":544},{"href":126,"dataGaName":545,"dataGaLocation":476},"continuous integration & delivery",{"text":547,"config":548},"Value stream management",{"href":176,"dataGaName":549,"dataGaLocation":476},"value stream management",{"text":551,"config":552},"GitOps",{"href":553,"dataGaName":554,"dataGaLocation":476},"/solutions/gitops/","gitops",{"text":186,"config":556},{"href":188,"dataGaName":189,"dataGaLocation":476},{"text":558,"config":559},"Small business",{"href":193,"dataGaName":194,"dataGaLocation":476},{"text":561,"config":562},"Public sector",{"href":198,"dataGaName":199,"dataGaLocation":476},{"text":564,"config":565},"Education",{"href":566,"dataGaName":567,"dataGaLocation":476},"/solutions/education/","education",{"text":569,"config":570},"Financial services",{"href":571,"dataGaName":572,"dataGaLocation":476},"/solutions/finance/","financial services",{"title":206,"links":574},[575,577,579,581,584,586,588,590,592,594,596,598,600],{"text":218,"config":576},{"href":220,"dataGaName":221,"dataGaLocation":476},{"text":223,"config":578},{"href":225,"dataGaName":226,"dataGaLocation":476},{"text":228,"config":580},{"href":230,"dataGaName":231,"dataGaLocation":476},{"text":233,"config":582},{"href":235,"dataGaName":583,"dataGaLocation":476},"docs",{"text":256,"config":585},{"href":258,"dataGaName":5,"dataGaLocation":476},{"text":251,"config":587},{"href":253,"dataGaName":254,"dataGaLocation":476},{"text":260,"config":589},{"href":262,"dataGaName":263,"dataGaLocation":476},{"text":273,"config":591},{"href":275,"dataGaName":276,"dataGaLocation":476},{"text":265,"config":593},{"href":267,"dataGaName":268,"dataGaLocation":476},{"text":278,"config":595},{"href":280,"dataGaName":281,"dataGaLocation":476},{"text":283,"config":597},{"href":285,"dataGaName":286,"dataGaLocation":476},{"text":288,"config":599},{"href":290,"dataGaName":291,"dataGaLocation":476},{"text":293,"config":601},{"href":295,"dataGaName":296,"dataGaLocation":476},{"title":311,"links":603},[604,606,608,610,612,614,616,620,625,627,629,631],{"text":318,"config":605},{"href":320,"dataGaName":313,"dataGaLocation":476},{"text":323,"config":607},{"href":325,"dataGaName":326,"dataGaLocation":476},{"text":331,"config":609},{"href":333,"dataGaName":334,"dataGaLocation":476},{"text":336,"config":611},{"href":338,"dataGaName":339,"dataGaLocation":476},{"text":341,"config":613},{"href":343,"dataGaName":344,"dataGaLocation":476},{"text":346,"config":615},{"href":348,"dataGaName":349,"dataGaLocation":476},{"text":617,"config":618},"Sustainability",{"href":619,"dataGaName":617,"dataGaLocation":476},"/sustainability/",{"text":621,"config":622},"Diversity, inclusion and belonging (DIB)",{"href":623,"dataGaName":624,"dataGaLocation":476},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":351,"config":626},{"href":353,"dataGaName":354,"dataGaLocation":476},{"text":361,"config":628},{"href":363,"dataGaName":364,"dataGaLocation":476},{"text":366,"config":630},{"href":368,"dataGaName":369,"dataGaLocation":476},{"text":632,"config":633},"Modern Slavery Transparency Statement",{"href":634,"dataGaName":635,"dataGaLocation":476},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"title":637,"links":638},"Contact Us",[639,642,644,646,651,656,661],{"text":640,"config":641},"Contact an expert",{"href":53,"dataGaName":54,"dataGaLocation":476},{"text":380,"config":643},{"href":382,"dataGaName":383,"dataGaLocation":476},{"text":385,"config":645},{"href":387,"dataGaName":388,"dataGaLocation":476},{"text":647,"config":648},"Status",{"href":649,"dataGaName":650,"dataGaLocation":476},"https://status.gitlab.com/","status",{"text":652,"config":653},"Terms of use",{"href":654,"dataGaName":655,"dataGaLocation":476},"/terms/","terms of use",{"text":657,"config":658},"Privacy statement",{"href":659,"dataGaName":660,"dataGaLocation":476},"/privacy/","privacy statement",{"text":662,"config":663},"Cookie preferences",{"dataGaName":664,"dataGaLocation":476,"id":665,"isOneTrustButton":107},"cookie preferences","ot-sdk-btn",{"items":667},[668,670,672],{"text":652,"config":669},{"href":654,"dataGaName":655,"dataGaLocation":476},{"text":657,"config":671},{"href":659,"dataGaName":660,"dataGaLocation":476},{"text":662,"config":673},{"dataGaName":664,"dataGaLocation":476,"id":665,"isOneTrustButton":107},"content:shared:en-us:main-footer.yml","Main Footer","shared/en-us/main-footer.yml","shared/en-us/main-footer",[679],{"_path":680,"_dir":681,"_draft":6,"_partial":6,"_locale":7,"content":682,"config":686,"_id":688,"_type":30,"title":18,"_source":32,"_file":689,"_stem":690,"_extension":35},"/en-us/blog/authors/chrissie-buchanan","authors",{"name":18,"config":683},{"headshot":684,"ctfId":685},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659488/Blog/Author%20Headshots/gitlab-logo-extra-whitespace.png","cbuchanan",{"template":687},"BlogAuthor","content:en-us:blog:authors:chrissie-buchanan.yml","en-us/blog/authors/chrissie-buchanan.yml","en-us/blog/authors/chrissie-buchanan",{"_path":692,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"header":693,"eyebrow":694,"blurb":695,"button":696,"secondaryButton":700,"_id":702,"_type":30,"title":703,"_source":32,"_file":704,"_stem":705,"_extension":35},"/shared/en-us/next-steps","Start shipping better software faster","50%+ of the Fortune 100 trust GitLab","See what your team can do with the intelligent\n\n\nDevSecOps platform.\n",{"text":46,"config":697},{"href":698,"dataGaName":49,"dataGaLocation":699},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":51,"config":701},{"href":53,"dataGaName":54,"dataGaLocation":699},"content:shared:en-us:next-steps.yml","Next Steps","shared/en-us/next-steps.yml","shared/en-us/next-steps",1753981649432]