[{"data":1,"prerenderedAt":719},["ShallowReactive",2],{"/en-us/blog/how-to-leverage-modern-software-testing-skills-in-devops/":3,"navigation-en-us":36,"banner-en-us":465,"footer-en-us":482,"Lauren Minning":692,"next-steps-en-us":704},{"_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/how-to-leverage-modern-software-testing-skills-in-devops","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"How to leverage modern software testing skills in DevOps","Test automation is finally happening, but do teams have the necessary modern software testing skills? Here's what you need to know","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749668307/Blog/Hero%20Images/test-automation-devops.jpg","https://about.gitlab.com/blog/how-to-leverage-modern-software-testing-skills-in-devops","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"How to leverage modern software testing skills in DevOps\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Lauren Minning\"}],\n        \"datePublished\": \"2022-07-05\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":19,"body":20,"category":21,"tags":22},[18],"Lauren Minning","2022-07-05","\nTesting is a critical step in the software development lifecycle but also the part of the process most DevOps teams trip over. The solution — test automation — has been talked about for years but has been far easier said than done. However, with new technologies on the rise, test automation is taking off. DevOps teams need to be prepared with modern software testing skills. Here's how to get started.\n\n## The benefits of automated software testing\n\nIn [GitLab's 2021 Global DevSecOps Survey](/developer-survey/) of over 4,000 developers, security professionals, and operations team members, respondents agreed on one universal truth: Software testing is the biggest reason why development is delayed. \n\nIt’s critical to get software testing right because it’s financially disastrous to get it wrong. How much money do software mistakes add up to? Somewhere in the trillions. Yes, with a “t.”\n\n[DevOps.com](https://devops.com/this-is-not-just-a-test-devops-and-the-need-to-automate/) reported that software failures in companies’ operations systems cost a total of almost $1.6 trillion in the U.S. in 2019 alone. \n\nBut testing has traditionally been difficult to do efficiently and not particularly popular with developers. The solution? Test automation combined with modern software testing skills.\n\n## It’s a hands-on start\n\nDevOps teams looking to up their test game need to take a step back... into _manual_ testing.\n\n(The irony is not lost on us.)\n\nA manual testing mindset can actually improve all facets of automated software testing. As devs perform basic tests on their code as it’s being written, channeling their inner manual tester can be helpful. Whether it’s looking at the requirements again or running failed fixes *one more time*, that attention to detail should be brought into how automated test cases are built and executed. \n\n## Take the modern view\n\nOnce developers have incorporated some old-school habits into their test cases, it’s time to consider some fresh perspectives, up to and including a deep understanding of the organization’s goals and objectives.\n\nAccording to [Modern Testing](https://www.moderntesting.org), there are key principles of modern testing that every developer needs to be aware of for successful testing at any stage:\n\n- Job one is to make the business better. \n- Rely on trusted resources like [Lean Thinking](https://www.lean.org/explore-lean/what-is-lean/) and the [Theory of Constraints](https://www.leanproduction.com/theory-of-constraints/#:~:text=The%20Theory%20of%20Constraints%20is,referred%20to%20as%20a%20bottleneck).\n- Fail fast but focus on success.\n- Always be the customer when testing.\n- Do data-driven work. \n- Testers are evangelists. \n\n## Get certified\n\nAs the saying goes, every little bit helps. Though it is not required, a training program or certification course in software testing can enhance team capabilities.\n\nIf there's interest in this option, research courses online that might fit. From beginners to experienced testers, there’s something for everyone.\n\nNot sure where to start? Teams can explore the International Software Testing Qualifications Board (ISTQB) [Foundation Level Certification for CTFL certification](https://astqb.org/certifications/foundation-level-certification/). This is required before taking any other certifications (see [the full list of ISTQB prerequisites](https://astqb.org/certifications/#prerequisites)). After CTFL, there are many interesting certification options. \n\nThe [American Software Qualifications Board](https://astqb.org/certifications/), which offers the ISTQB certifications, is another great resource and has a helpful [Software Testing Career Road Map](https://astqb.org/benefits/road-map/). \n\n## Embrace new technologies\n\n[Artificial intelligence and machine learning](/blog/ai-in-software-development/) are at the core of test automation, so a thorough understanding of the technologies is a key modern software testing skill to have onboard. If AI/ML is already in use, ask to shadow or “apprentice” those working with it. Organize a Q&A for the DevOps team with an expert, and pull together a suggested reading list. The more understanding and experience, the easier it will be to get the most out of an ML bot.\n\n## Dive into the metrics\n\nAutomation is not only going to lead to faster releases, it's going to make it possible to do even more testing, which is great but, of course, also means there will be even _more_ data than ever before. It can be easy to feel overwhelmed by it all, so it's critical DevOps teams decide and [focus on the metrics that matter most](/blog/gitlab-top-devops-tooling-metrics-and-targets/) to the organization. It could be pipeline stability, time to first failure, or the \"age\" of open bugs... but whatever they are, they're important to continue to measure and understand.\n\n## The bottom line on modern software testing skills\n\nTesters, who’ve often been overlooked when it comes to DevOps fame and glory, have an opportunity to reinvent themselves and their QA roles if they can take advantage of modern software testing skills. It’s a critical step in the process that is finally getting some much needed attention and tech investment, so it makes sense to take it seriously.\n","insights",[23,24,25],"DevOps","testing","security",{"slug":27,"featured":6,"template":28},"how-to-leverage-modern-software-testing-skills-in-devops","BlogPost","content:en-us:blog:how-to-leverage-modern-software-testing-skills-in-devops.yml","yaml","How To Leverage Modern Software Testing Skills In Devops","content","en-us/blog/how-to-leverage-modern-software-testing-skills-in-devops.yml","en-us/blog/how-to-leverage-modern-software-testing-skills-in-devops","yml",{"_path":37,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"data":39,"_id":461,"_type":30,"title":462,"_source":32,"_file":463,"_stem":464,"_extension":35},"/shared/en-us/main-navigation","en-us",{"logo":40,"freeTrial":45,"sales":50,"login":55,"items":60,"search":392,"minimal":423,"duo":442,"pricingDeployment":451},{"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",[61,105,203,208,313,373],{"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":185},"Product",true,{"dataNavLevelOne":109},"solutions",{"text":111,"config":112},"View all Solutions",{"href":113,"dataGaName":109,"dataGaLocation":44},"/solutions/",[115,140,164],{"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",[124,128,132,136],{"text":125,"config":126},"CI/CD",{"href":127,"dataGaLocation":44,"dataGaName":125},"/solutions/continuous-integration/",{"text":129,"config":130},"AI-Assisted Development",{"href":78,"dataGaLocation":44,"dataGaName":131},"AI assisted development",{"text":133,"config":134},"Source Code Management",{"href":135,"dataGaLocation":44,"dataGaName":133},"/solutions/source-code-management/",{"text":137,"config":138},"Automated Software Delivery",{"href":121,"dataGaLocation":44,"dataGaName":139},"Automated software delivery",{"title":141,"description":142,"link":143,"items":148},"Security","Deliver code faster without compromising security",{"config":144},{"href":145,"dataGaName":146,"dataGaLocation":44,"icon":147},"/solutions/security-compliance/","security and compliance","ShieldCheckLight",[149,154,159],{"text":150,"config":151},"Application Security Testing",{"href":152,"dataGaName":153,"dataGaLocation":44},"/solutions/application-security-testing/","Application security testing",{"text":155,"config":156},"Software Supply Chain Security",{"href":157,"dataGaLocation":44,"dataGaName":158},"/solutions/supply-chain/","Software supply chain security",{"text":160,"config":161},"Software Compliance",{"href":162,"dataGaName":163,"dataGaLocation":44},"/solutions/software-compliance/","software compliance",{"title":165,"link":166,"items":171},"Measurement",{"config":167},{"icon":168,"href":169,"dataGaName":170,"dataGaLocation":44},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[172,176,180],{"text":173,"config":174},"Visibility & Measurement",{"href":169,"dataGaLocation":44,"dataGaName":175},"Visibility and Measurement",{"text":177,"config":178},"Value Stream Management",{"href":179,"dataGaLocation":44,"dataGaName":177},"/solutions/value-stream-management/",{"text":181,"config":182},"Analytics & Insights",{"href":183,"dataGaLocation":44,"dataGaName":184},"/solutions/analytics-and-insights/","Analytics and insights",{"title":186,"items":187},"GitLab for",[188,193,198],{"text":189,"config":190},"Enterprise",{"href":191,"dataGaLocation":44,"dataGaName":192},"/enterprise/","enterprise",{"text":194,"config":195},"Small Business",{"href":196,"dataGaLocation":44,"dataGaName":197},"/small-business/","small business",{"text":199,"config":200},"Public Sector",{"href":201,"dataGaLocation":44,"dataGaName":202},"/solutions/public-sector/","public sector",{"text":204,"config":205},"Pricing",{"href":206,"dataGaName":207,"dataGaLocation":44,"dataNavLevelOne":207},"/pricing/","pricing",{"text":209,"config":210,"link":212,"lists":216,"feature":300},"Resources",{"dataNavLevelOne":211},"resources",{"text":213,"config":214},"View all resources",{"href":215,"dataGaName":211,"dataGaLocation":44},"/resources/",[217,250,272],{"title":218,"items":219},"Getting started",[220,225,230,235,240,245],{"text":221,"config":222},"Install",{"href":223,"dataGaName":224,"dataGaLocation":44},"/install/","install",{"text":226,"config":227},"Quick start guides",{"href":228,"dataGaName":229,"dataGaLocation":44},"/get-started/","quick setup checklists",{"text":231,"config":232},"Learn",{"href":233,"dataGaLocation":44,"dataGaName":234},"https://university.gitlab.com/","learn",{"text":236,"config":237},"Product documentation",{"href":238,"dataGaName":239,"dataGaLocation":44},"https://docs.gitlab.com/","product documentation",{"text":241,"config":242},"Best practice videos",{"href":243,"dataGaName":244,"dataGaLocation":44},"/getting-started-videos/","best practice videos",{"text":246,"config":247},"Integrations",{"href":248,"dataGaName":249,"dataGaLocation":44},"/integrations/","integrations",{"title":251,"items":252},"Discover",[253,258,262,267],{"text":254,"config":255},"Customer success stories",{"href":256,"dataGaName":257,"dataGaLocation":44},"/customers/","customer success stories",{"text":259,"config":260},"Blog",{"href":261,"dataGaName":5,"dataGaLocation":44},"/blog/",{"text":263,"config":264},"Remote",{"href":265,"dataGaName":266,"dataGaLocation":44},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"text":268,"config":269},"TeamOps",{"href":270,"dataGaName":271,"dataGaLocation":44},"/teamops/","teamops",{"title":273,"items":274},"Connect",[275,280,285,290,295],{"text":276,"config":277},"GitLab Services",{"href":278,"dataGaName":279,"dataGaLocation":44},"/services/","services",{"text":281,"config":282},"Community",{"href":283,"dataGaName":284,"dataGaLocation":44},"/community/","community",{"text":286,"config":287},"Forum",{"href":288,"dataGaName":289,"dataGaLocation":44},"https://forum.gitlab.com/","forum",{"text":291,"config":292},"Events",{"href":293,"dataGaName":294,"dataGaLocation":44},"/events/","events",{"text":296,"config":297},"Partners",{"href":298,"dataGaName":299,"dataGaLocation":44},"/partners/","partners",{"backgroundColor":301,"textColor":302,"text":303,"image":304,"link":308},"#2f2a6b","#fff","Insights for the future of software development",{"altText":305,"config":306},"the source promo card",{"src":307},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758208064/dzl0dbift9xdizyelkk4.svg",{"text":309,"config":310},"Read the latest",{"href":311,"dataGaName":312,"dataGaLocation":44},"/the-source/","the source",{"text":314,"config":315,"lists":317},"Company",{"dataNavLevelOne":316},"company",[318],{"items":319},[320,325,331,333,338,343,348,353,358,363,368],{"text":321,"config":322},"About",{"href":323,"dataGaName":324,"dataGaLocation":44},"/company/","about",{"text":326,"config":327,"footerGa":330},"Jobs",{"href":328,"dataGaName":329,"dataGaLocation":44},"/jobs/","jobs",{"dataGaName":329},{"text":291,"config":332},{"href":293,"dataGaName":294,"dataGaLocation":44},{"text":334,"config":335},"Leadership",{"href":336,"dataGaName":337,"dataGaLocation":44},"/company/team/e-group/","leadership",{"text":339,"config":340},"Team",{"href":341,"dataGaName":342,"dataGaLocation":44},"/company/team/","team",{"text":344,"config":345},"Handbook",{"href":346,"dataGaName":347,"dataGaLocation":44},"https://handbook.gitlab.com/","handbook",{"text":349,"config":350},"Investor relations",{"href":351,"dataGaName":352,"dataGaLocation":44},"https://ir.gitlab.com/","investor relations",{"text":354,"config":355},"Trust Center",{"href":356,"dataGaName":357,"dataGaLocation":44},"/security/","trust center",{"text":359,"config":360},"AI Transparency Center",{"href":361,"dataGaName":362,"dataGaLocation":44},"/ai-transparency-center/","ai transparency center",{"text":364,"config":365},"Newsletter",{"href":366,"dataGaName":367,"dataGaLocation":44},"/company/contact/","newsletter",{"text":369,"config":370},"Press",{"href":371,"dataGaName":372,"dataGaLocation":44},"/press/","press",{"text":374,"config":375,"lists":376},"Contact us",{"dataNavLevelOne":316},[377],{"items":378},[379,382,387],{"text":51,"config":380},{"href":53,"dataGaName":381,"dataGaLocation":44},"talk to sales",{"text":383,"config":384},"Get help",{"href":385,"dataGaName":386,"dataGaLocation":44},"/support/","get help",{"text":388,"config":389},"Customer portal",{"href":390,"dataGaName":391,"dataGaLocation":44},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":393,"login":394,"suggestions":401},"Close",{"text":395,"link":396},"To search repositories and projects, login to",{"text":397,"config":398},"gitlab.com",{"href":58,"dataGaName":399,"dataGaLocation":400},"search login","search",{"text":402,"default":403},"Suggestions",[404,406,410,412,416,420],{"text":73,"config":405},{"href":78,"dataGaName":73,"dataGaLocation":400},{"text":407,"config":408},"Code Suggestions (AI)",{"href":409,"dataGaName":407,"dataGaLocation":400},"/solutions/code-suggestions/",{"text":125,"config":411},{"href":127,"dataGaName":125,"dataGaLocation":400},{"text":413,"config":414},"GitLab on AWS",{"href":415,"dataGaName":413,"dataGaLocation":400},"/partners/technology-partners/aws/",{"text":417,"config":418},"GitLab on Google Cloud",{"href":419,"dataGaName":417,"dataGaLocation":400},"/partners/technology-partners/google-cloud-platform/",{"text":421,"config":422},"Why GitLab?",{"href":86,"dataGaName":421,"dataGaLocation":400},{"freeTrial":424,"mobileIcon":429,"desktopIcon":434,"secondaryButton":437},{"text":425,"config":426},"Start free trial",{"href":427,"dataGaName":49,"dataGaLocation":428},"https://gitlab.com/-/trials/new/","nav",{"altText":430,"config":431},"Gitlab Icon",{"src":432,"dataGaName":433,"dataGaLocation":428},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":430,"config":435},{"src":436,"dataGaName":433,"dataGaLocation":428},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":438,"config":439},"Get Started",{"href":440,"dataGaName":441,"dataGaLocation":428},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/compare/gitlab-vs-github/","get started",{"freeTrial":443,"mobileIcon":447,"desktopIcon":449},{"text":444,"config":445},"Learn more about GitLab Duo",{"href":78,"dataGaName":446,"dataGaLocation":428},"gitlab duo",{"altText":430,"config":448},{"src":432,"dataGaName":433,"dataGaLocation":428},{"altText":430,"config":450},{"src":436,"dataGaName":433,"dataGaLocation":428},{"freeTrial":452,"mobileIcon":457,"desktopIcon":459},{"text":453,"config":454},"Back to pricing",{"href":206,"dataGaName":455,"dataGaLocation":428,"icon":456},"back to pricing","GoBack",{"altText":430,"config":458},{"src":432,"dataGaName":433,"dataGaLocation":428},{"altText":430,"config":460},{"src":436,"dataGaName":433,"dataGaLocation":428},"content:shared:en-us:main-navigation.yml","Main Navigation","shared/en-us/main-navigation.yml","shared/en-us/main-navigation",{"_path":466,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"title":467,"button":468,"image":473,"config":477,"_id":479,"_type":30,"_source":32,"_file":480,"_stem":481,"_extension":35},"/shared/en-us/banner","is now in public beta!",{"text":469,"config":470},"Try the Beta",{"href":471,"dataGaName":472,"dataGaLocation":44},"/gitlab-duo/agent-platform/","duo banner",{"altText":474,"config":475},"GitLab Duo Agent Platform",{"src":476},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1753720689/somrf9zaunk0xlt7ne4x.svg",{"layout":478},"release","content:shared:en-us:banner.yml","shared/en-us/banner.yml","shared/en-us/banner",{"_path":483,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"data":484,"_id":688,"_type":30,"title":689,"_source":32,"_file":690,"_stem":691,"_extension":35},"/shared/en-us/main-footer",{"text":485,"source":486,"edit":492,"contribute":497,"config":502,"items":507,"minimal":680},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":487,"config":488},"View page source",{"href":489,"dataGaName":490,"dataGaLocation":491},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":493,"config":494},"Edit this page",{"href":495,"dataGaName":496,"dataGaLocation":491},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":498,"config":499},"Please contribute",{"href":500,"dataGaName":501,"dataGaLocation":491},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":503,"facebook":504,"youtube":505,"linkedin":506},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[508,531,587,616,650],{"title":62,"links":509,"subMenu":514},[510],{"text":511,"config":512},"DevSecOps platform",{"href":71,"dataGaName":513,"dataGaLocation":491},"devsecops platform",[515],{"title":204,"links":516},[517,521,526],{"text":518,"config":519},"View plans",{"href":206,"dataGaName":520,"dataGaLocation":491},"view plans",{"text":522,"config":523},"Why Premium?",{"href":524,"dataGaName":525,"dataGaLocation":491},"/pricing/premium/","why premium",{"text":527,"config":528},"Why Ultimate?",{"href":529,"dataGaName":530,"dataGaLocation":491},"/pricing/ultimate/","why ultimate",{"title":532,"links":533},"Solutions",[534,539,541,543,548,553,557,560,564,569,571,574,577,582],{"text":535,"config":536},"Digital transformation",{"href":537,"dataGaName":538,"dataGaLocation":491},"/topics/digital-transformation/","digital transformation",{"text":150,"config":540},{"href":152,"dataGaName":150,"dataGaLocation":491},{"text":139,"config":542},{"href":121,"dataGaName":122,"dataGaLocation":491},{"text":544,"config":545},"Agile development",{"href":546,"dataGaName":547,"dataGaLocation":491},"/solutions/agile-delivery/","agile delivery",{"text":549,"config":550},"Cloud transformation",{"href":551,"dataGaName":552,"dataGaLocation":491},"/topics/cloud-native/","cloud transformation",{"text":554,"config":555},"SCM",{"href":135,"dataGaName":556,"dataGaLocation":491},"source code management",{"text":125,"config":558},{"href":127,"dataGaName":559,"dataGaLocation":491},"continuous integration & delivery",{"text":561,"config":562},"Value stream management",{"href":179,"dataGaName":563,"dataGaLocation":491},"value stream management",{"text":565,"config":566},"GitOps",{"href":567,"dataGaName":568,"dataGaLocation":491},"/solutions/gitops/","gitops",{"text":189,"config":570},{"href":191,"dataGaName":192,"dataGaLocation":491},{"text":572,"config":573},"Small business",{"href":196,"dataGaName":197,"dataGaLocation":491},{"text":575,"config":576},"Public sector",{"href":201,"dataGaName":202,"dataGaLocation":491},{"text":578,"config":579},"Education",{"href":580,"dataGaName":581,"dataGaLocation":491},"/solutions/education/","education",{"text":583,"config":584},"Financial services",{"href":585,"dataGaName":586,"dataGaLocation":491},"/solutions/finance/","financial services",{"title":209,"links":588},[589,591,593,595,598,600,602,604,606,608,610,612,614],{"text":221,"config":590},{"href":223,"dataGaName":224,"dataGaLocation":491},{"text":226,"config":592},{"href":228,"dataGaName":229,"dataGaLocation":491},{"text":231,"config":594},{"href":233,"dataGaName":234,"dataGaLocation":491},{"text":236,"config":596},{"href":238,"dataGaName":597,"dataGaLocation":491},"docs",{"text":259,"config":599},{"href":261,"dataGaName":5,"dataGaLocation":491},{"text":254,"config":601},{"href":256,"dataGaName":257,"dataGaLocation":491},{"text":263,"config":603},{"href":265,"dataGaName":266,"dataGaLocation":491},{"text":276,"config":605},{"href":278,"dataGaName":279,"dataGaLocation":491},{"text":268,"config":607},{"href":270,"dataGaName":271,"dataGaLocation":491},{"text":281,"config":609},{"href":283,"dataGaName":284,"dataGaLocation":491},{"text":286,"config":611},{"href":288,"dataGaName":289,"dataGaLocation":491},{"text":291,"config":613},{"href":293,"dataGaName":294,"dataGaLocation":491},{"text":296,"config":615},{"href":298,"dataGaName":299,"dataGaLocation":491},{"title":314,"links":617},[618,620,622,624,626,628,630,634,639,641,643,645],{"text":321,"config":619},{"href":323,"dataGaName":316,"dataGaLocation":491},{"text":326,"config":621},{"href":328,"dataGaName":329,"dataGaLocation":491},{"text":334,"config":623},{"href":336,"dataGaName":337,"dataGaLocation":491},{"text":339,"config":625},{"href":341,"dataGaName":342,"dataGaLocation":491},{"text":344,"config":627},{"href":346,"dataGaName":347,"dataGaLocation":491},{"text":349,"config":629},{"href":351,"dataGaName":352,"dataGaLocation":491},{"text":631,"config":632},"Sustainability",{"href":633,"dataGaName":631,"dataGaLocation":491},"/sustainability/",{"text":635,"config":636},"Diversity, inclusion and belonging (DIB)",{"href":637,"dataGaName":638,"dataGaLocation":491},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":354,"config":640},{"href":356,"dataGaName":357,"dataGaLocation":491},{"text":364,"config":642},{"href":366,"dataGaName":367,"dataGaLocation":491},{"text":369,"config":644},{"href":371,"dataGaName":372,"dataGaLocation":491},{"text":646,"config":647},"Modern Slavery Transparency Statement",{"href":648,"dataGaName":649,"dataGaLocation":491},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"title":651,"links":652},"Contact Us",[653,656,658,660,665,670,675],{"text":654,"config":655},"Contact an expert",{"href":53,"dataGaName":54,"dataGaLocation":491},{"text":383,"config":657},{"href":385,"dataGaName":386,"dataGaLocation":491},{"text":388,"config":659},{"href":390,"dataGaName":391,"dataGaLocation":491},{"text":661,"config":662},"Status",{"href":663,"dataGaName":664,"dataGaLocation":491},"https://status.gitlab.com/","status",{"text":666,"config":667},"Terms of use",{"href":668,"dataGaName":669,"dataGaLocation":491},"/terms/","terms of use",{"text":671,"config":672},"Privacy statement",{"href":673,"dataGaName":674,"dataGaLocation":491},"/privacy/","privacy statement",{"text":676,"config":677},"Cookie preferences",{"dataGaName":678,"dataGaLocation":491,"id":679,"isOneTrustButton":107},"cookie preferences","ot-sdk-btn",{"items":681},[682,684,686],{"text":666,"config":683},{"href":668,"dataGaName":669,"dataGaLocation":491},{"text":671,"config":685},{"href":673,"dataGaName":674,"dataGaLocation":491},{"text":676,"config":687},{"dataGaName":678,"dataGaLocation":491,"id":679,"isOneTrustButton":107},"content:shared:en-us:main-footer.yml","Main Footer","shared/en-us/main-footer.yml","shared/en-us/main-footer",[693],{"_path":694,"_dir":695,"_draft":6,"_partial":6,"_locale":7,"content":696,"config":699,"_id":701,"_type":30,"title":18,"_source":32,"_file":702,"_stem":703,"_extension":35},"/en-us/blog/authors/lauren-minning","authors",{"name":18,"config":697},{"headshot":7,"ctfId":698},"lminning",{"template":700},"BlogAuthor","content:en-us:blog:authors:lauren-minning.yml","en-us/blog/authors/lauren-minning.yml","en-us/blog/authors/lauren-minning",{"_path":705,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"header":706,"eyebrow":707,"blurb":708,"button":709,"secondaryButton":713,"_id":715,"_type":30,"title":716,"_source":32,"_file":717,"_stem":718,"_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":710},{"href":711,"dataGaName":49,"dataGaLocation":712},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":51,"config":714},{"href":53,"dataGaName":54,"dataGaLocation":712},"content:shared:en-us:next-steps.yml","Next Steps","shared/en-us/next-steps.yml","shared/en-us/next-steps",1758326223214]