[{"data":1,"prerenderedAt":795},["ShallowReactive",2],{"/en-us/blog/software-test-at-gitlab":3,"navigation-en-us":40,"banner-en-us":440,"footer-en-us":450,"blog-post-authors-en-us-Valerie Silverthorne":690,"blog-related-posts-en-us-software-test-at-gitlab":704,"assessment-promotions-en-us":745,"next-steps-en-us":785},{"id":4,"title":5,"authorSlugs":6,"body":8,"categorySlug":9,"config":10,"content":14,"description":8,"extension":27,"isFeatured":12,"meta":28,"navigation":29,"path":30,"publishedDate":20,"seo":31,"stem":35,"tagSlugs":36,"__hash__":39},"blogPosts/en-us/blog/software-test-at-gitlab.yml","Software Test At Gitlab",[7],"valerie-silverthorne",null,"insights",{"slug":11,"featured":12,"template":13},"software-test-at-gitlab",false,"BlogPost",{"title":15,"description":16,"authors":17,"heroImage":19,"date":20,"body":21,"category":9,"tags":22},"An inside look at software testing at GitLab","Director of quality engineering Mek Stittri talks test technology and the future of automation at GitLab.",[18],"Valerie Silverthorne","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749680800/Blog/Hero%20Images/softwaretestlaunch.jpg","2019-08-30","\n\n_In our [just-released survey of over 4,000 developers, security\nprofessionals, and operations team members](/developer-survey/), there was one thing everyone agreed on: 50% of each group\nsaid software testing is the biggest reason why development is delayed. Testers have long\nbeen the underdogs in the SDLC and that viewpoint is apparently very slow to change.\nTo understand what’s really going on, and how things work at GitLab, we\nasked [Mek Stittri](/company/team/#mekdev), director of quality engineering, to share his\nperspective on what’s working with test today and what’s in need of improvement._\n\n## Why is test a continued DevOps problem?\n\nIt’s a two-part answer, Mek says. First, there are simply not enough tests run and second, the tests that are used are often flaky (meaning their results aren’t necessarily trustworthy).\n\nTackling the issue of not running enough tests, Mek says it’s an area GitLab is addressing. “At GitLab, I think we are better than other companies where developers write unit tests and integration tests every time a change goes in,” he says. “That is great, but that testing is at a lower level, and it doesn't really map to a business use case.” To write better tests a team needs test requirements, but there can be so many different sets of stakeholders that it can be tough to get their input about *test* requirements and not just feature requirements. “We are improving it here at GitLab where our VP of Product [Scott Williamson](https://gitlab.com/sfwgitlab) is doing a great job. We have a section for test requirements right now (in the issue and merge request templates). It's now a blank and free form for people to fill in, but it should be highlighted going forward as a required section taking input from product discovery and validation as a deliverable.”\n\nThe bottom line: the stakeholders who are delivering the code need to understand the end goal better. “Unit tests test code at a smaller scale, and that’s great, but it doesn’t really verify the functionality works end to end as a whole. We need more coverage and more understanding of what needs to be tested.”\n\n![The Apollo 11 launch framework](https://about.gitlab.com/images/blogimages/apollo11framework.png){: .shadow.small.center}\nApollo 11 is held up by a framework and software is no different.\n\n\nMek likens this process to Apollo 11. Everyone is excited about the rocket (the software features, in other words) but no one pays attention to the red scaffolding on the right that’s actually holding the rocket up. “That’s the side that nobody looks at but it’s a lot of work,” he says. “It’s taller than the rocket. We need to build that platform to have adequate testing (functional, performance, etc).” The ideal situation to get a company there? Start building the test framework and add test coverage at the exact same time the product is being built. “You assemble it together, run it, it’s passing and we go for launch and it’s shipped. We’re not there yet. And I can assure you a lot of companies out there aren’t there yet either.”\n\n## About those flaky tests…\n\n“There are a lot of test automation engineers and test developers out there, but not all of them know how to write and design a good test,” Mek explains. Automated tests needs to function like a flow of self-retrying dominoes where if one step is not completed it needs to keep retrying to reach the next step. Tests need to mimic what a manual tester would do, he says. No manual tester is going to click on a button and then wait 10 minutes. The tester will click again, or try other strategies. “At GitLab [we put emphasis on test framework reliability](https://handbook.gitlab.com/handbook/product/product-processes/) and we treat each user workflow step like a piece of retrying dominoes. We need to make sure all the dominoes fall over so the workflow is completed,” Mek says.\n\n>We need more coverage and more understanding of what needs to be tested.\n\nSo companies need to think through how the tests work, but also test the right things. If that happens, quality can be everyone’s responsibility in the end, Mek says. “We want developers to contribute to the end-to-end test so you want to make a test framework that is easy to use and easy to read. I think this all factors in.” And Mek points out it really is in everyone’s best interests to think about quality first. “Let's make the process better so we work smarter, right? We achieve more without having to work weekends or get pinged during your family dinner. Nobody wants that.”\n\n## Test automation and machine learning\n\nTest automation is a cornerstone of successful [DevOps](/topics/devops/) but it remains difficult for many companies to achieve. Mek’s take: “We need to design the product such that the test automation framework can integrate into it well,” he says flatly. That requires good collaboration with development teams due to frontend UI locators and backend APIs that are the interfaces to enable better and stable test automation. “Go back to Apollo 11,” Mek says. “It's like the connections along the rocket's fuselage. I need to integrate with this to make sure things are working fine. The probes and sensors need to be there. So if those aren't there, then your test automation engineers need to code around these obstacles. It's not working smart.” In other words, the test automation framework should not take the longer route when executing user interactions to the application because this can be the source of unstable and in-efficient tests.\n\nOne step that can help companies – including GitLab – get there is [machine learning](https://medium.com/machine-learning-for-humans/why-machine-learning-matters-6164faf1df12). “We are having discussions here at GitLab about where we want a bot,” Mek says. “I think machine learning will come and help, but the input and output needs to be clearly defined so you have a clear implementation direction, TensorFlow, Linear Regression, or whatever techniques. You can write a bot that just lives in the product, meaning it looks at all the UI locators (dedicated to test automation) on a page and randomly clicks one of those links.” This GitLab bot of the future will work 24/7, clicking, clicking, clicking on the page until it errors out or runs into a 404, Mek says. The goal is to create a bot that is like a “menacing QA engineer” that can be programmed to keep banging on the problematic areas until everything is solved. To get there will require lots of data – machine learning literally needs to learn from data and experience – and although there are a handful of companies experimenting with this now, this is all still very early stage.\n\n## Where we’re headed with testing\n\nMek and his team hope to increase both quality and productivity this year which may be a bit of a balancing act, since more “quality” equals more testing which can result in a longer development cycle and perhaps reduced productivity (this is why we say test automation engineers are often unappreciated!). “My department is working this quarter to have a full suite of automated tests for our enterprise features. We want to have a big checkbox for the enterprise features every time we deploy. We need this because it is mapping to the business use case.” But Mek and team need to do all of that while shortening the test runtime for developers. “You want more test coverage but we need to keep the runtime low because we can’t have developers and release managers wait two hours.”\n\nThe plan is to add more runners, optimize them, de-duplicate some tests and make sure the process is as streamlined as it can be. “Right now it takes about an hour or so, but I would love to have it down to 30 minutes where we certify that this merge request going in checks all the boxes and all the enterprise features are not broken. We need to set ourselves an aggressive goal and I would say 30 minutes is a good first step.”\n\nCover image by [Kurt Cotoaga](https://unsplash.com/@kydroon) on [Unsplash](https://unsplash.com)\n",[23,24,25,26],"inside GitLab","testing","DevOps","workflow","yml",{},true,"/en-us/blog/software-test-at-gitlab",{"title":15,"description":16,"ogTitle":15,"ogDescription":16,"noIndex":12,"ogImage":19,"ogUrl":32,"ogSiteName":33,"ogType":34,"canonicalUrls":32},"https://about.gitlab.com/blog/software-test-at-gitlab","https://about.gitlab.com","article","en-us/blog/software-test-at-gitlab",[37,24,38,26],"inside-gitlab","devops","MPP23XBBI_xNqDXR3JaB8Jisznzb1dyOSoyZkIGmjAE",{"data":41},{"logo":42,"freeTrial":47,"sales":52,"login":57,"items":62,"search":370,"minimal":401,"duo":420,"pricingDeployment":430},{"config":43},{"href":44,"dataGaName":45,"dataGaLocation":46},"/","gitlab logo","header",{"text":48,"config":49},"Get free trial",{"href":50,"dataGaName":51,"dataGaLocation":46},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":53,"config":54},"Talk to sales",{"href":55,"dataGaName":56,"dataGaLocation":46},"/sales/","sales",{"text":58,"config":59},"Sign in",{"href":60,"dataGaName":61,"dataGaLocation":46},"https://gitlab.com/users/sign_in/","sign in",[63,90,185,190,291,351],{"text":64,"config":65,"cards":67},"Platform",{"dataNavLevelOne":66},"platform",[68,74,82],{"title":64,"description":69,"link":70},"The intelligent orchestration platform for DevSecOps",{"text":71,"config":72},"Explore our Platform",{"href":73,"dataGaName":66,"dataGaLocation":46},"/platform/",{"title":75,"description":76,"link":77},"GitLab Duo Agent Platform","Agentic AI for the entire software lifecycle",{"text":78,"config":79},"Meet GitLab Duo",{"href":80,"dataGaName":81,"dataGaLocation":46},"/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":83,"description":84,"link":85},"Why GitLab","See the top reasons enterprises choose GitLab",{"text":86,"config":87},"Learn more",{"href":88,"dataGaName":89,"dataGaLocation":46},"/why-gitlab/","why gitlab",{"text":91,"left":29,"config":92,"link":94,"lists":98,"footer":167},"Product",{"dataNavLevelOne":93},"solutions",{"text":95,"config":96},"View all Solutions",{"href":97,"dataGaName":93,"dataGaLocation":46},"/solutions/",[99,123,146],{"title":100,"description":101,"link":102,"items":107},"Automation","CI/CD and automation to accelerate deployment",{"config":103},{"icon":104,"href":105,"dataGaName":106,"dataGaLocation":46},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[108,112,115,119],{"text":109,"config":110},"CI/CD",{"href":111,"dataGaLocation":46,"dataGaName":109},"/solutions/continuous-integration/",{"text":75,"config":113},{"href":80,"dataGaLocation":46,"dataGaName":114},"gitlab duo agent platform - product menu",{"text":116,"config":117},"Source Code Management",{"href":118,"dataGaLocation":46,"dataGaName":116},"/solutions/source-code-management/",{"text":120,"config":121},"Automated Software Delivery",{"href":105,"dataGaLocation":46,"dataGaName":122},"Automated software delivery",{"title":124,"description":125,"link":126,"items":131},"Security","Deliver code faster without compromising security",{"config":127},{"href":128,"dataGaName":129,"dataGaLocation":46,"icon":130},"/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[132,136,141],{"text":133,"config":134},"Application Security Testing",{"href":128,"dataGaName":135,"dataGaLocation":46},"Application security testing",{"text":137,"config":138},"Software Supply Chain Security",{"href":139,"dataGaLocation":46,"dataGaName":140},"/solutions/supply-chain/","Software supply chain security",{"text":142,"config":143},"Software Compliance",{"href":144,"dataGaName":145,"dataGaLocation":46},"/solutions/software-compliance/","software compliance",{"title":147,"link":148,"items":153},"Measurement",{"config":149},{"icon":150,"href":151,"dataGaName":152,"dataGaLocation":46},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[154,158,162],{"text":155,"config":156},"Visibility & Measurement",{"href":151,"dataGaLocation":46,"dataGaName":157},"Visibility and Measurement",{"text":159,"config":160},"Value Stream Management",{"href":161,"dataGaLocation":46,"dataGaName":159},"/solutions/value-stream-management/",{"text":163,"config":164},"Analytics & Insights",{"href":165,"dataGaLocation":46,"dataGaName":166},"/solutions/analytics-and-insights/","Analytics and insights",{"title":168,"items":169},"GitLab for",[170,175,180],{"text":171,"config":172},"Enterprise",{"href":173,"dataGaLocation":46,"dataGaName":174},"/enterprise/","enterprise",{"text":176,"config":177},"Small Business",{"href":178,"dataGaLocation":46,"dataGaName":179},"/small-business/","small business",{"text":181,"config":182},"Public Sector",{"href":183,"dataGaLocation":46,"dataGaName":184},"/solutions/public-sector/","public sector",{"text":186,"config":187},"Pricing",{"href":188,"dataGaName":189,"dataGaLocation":46,"dataNavLevelOne":189},"/pricing/","pricing",{"text":191,"config":192,"link":194,"lists":198,"feature":278},"Resources",{"dataNavLevelOne":193},"resources",{"text":195,"config":196},"View all resources",{"href":197,"dataGaName":193,"dataGaLocation":46},"/resources/",[199,232,250],{"title":200,"items":201},"Getting started",[202,207,212,217,222,227],{"text":203,"config":204},"Install",{"href":205,"dataGaName":206,"dataGaLocation":46},"/install/","install",{"text":208,"config":209},"Quick start guides",{"href":210,"dataGaName":211,"dataGaLocation":46},"/get-started/","quick setup checklists",{"text":213,"config":214},"Learn",{"href":215,"dataGaLocation":46,"dataGaName":216},"https://university.gitlab.com/","learn",{"text":218,"config":219},"Product documentation",{"href":220,"dataGaName":221,"dataGaLocation":46},"https://docs.gitlab.com/","product documentation",{"text":223,"config":224},"Best practice videos",{"href":225,"dataGaName":226,"dataGaLocation":46},"/getting-started-videos/","best practice videos",{"text":228,"config":229},"Integrations",{"href":230,"dataGaName":231,"dataGaLocation":46},"/integrations/","integrations",{"title":233,"items":234},"Discover",[235,240,245],{"text":236,"config":237},"Customer success stories",{"href":238,"dataGaName":239,"dataGaLocation":46},"/customers/","customer success stories",{"text":241,"config":242},"Blog",{"href":243,"dataGaName":244,"dataGaLocation":46},"/blog/","blog",{"text":246,"config":247},"Remote",{"href":248,"dataGaName":249,"dataGaLocation":46},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":251,"items":252},"Connect",[253,258,263,268,273],{"text":254,"config":255},"GitLab Services",{"href":256,"dataGaName":257,"dataGaLocation":46},"/services/","services",{"text":259,"config":260},"Community",{"href":261,"dataGaName":262,"dataGaLocation":46},"/community/","community",{"text":264,"config":265},"Forum",{"href":266,"dataGaName":267,"dataGaLocation":46},"https://forum.gitlab.com/","forum",{"text":269,"config":270},"Events",{"href":271,"dataGaName":272,"dataGaLocation":46},"/events/","events",{"text":274,"config":275},"Partners",{"href":276,"dataGaName":277,"dataGaLocation":46},"/partners/","partners",{"backgroundColor":279,"textColor":280,"text":281,"image":282,"link":286},"#2f2a6b","#fff","Insights for the future of software development",{"altText":283,"config":284},"the source promo card",{"src":285},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758208064/dzl0dbift9xdizyelkk4.svg",{"text":287,"config":288},"Read the latest",{"href":289,"dataGaName":290,"dataGaLocation":46},"/the-source/","the source",{"text":292,"config":293,"lists":295},"Company",{"dataNavLevelOne":294},"company",[296],{"items":297},[298,303,309,311,316,321,326,331,336,341,346],{"text":299,"config":300},"About",{"href":301,"dataGaName":302,"dataGaLocation":46},"/company/","about",{"text":304,"config":305,"footerGa":308},"Jobs",{"href":306,"dataGaName":307,"dataGaLocation":46},"/jobs/","jobs",{"dataGaName":307},{"text":269,"config":310},{"href":271,"dataGaName":272,"dataGaLocation":46},{"text":312,"config":313},"Leadership",{"href":314,"dataGaName":315,"dataGaLocation":46},"/company/team/e-group/","leadership",{"text":317,"config":318},"Team",{"href":319,"dataGaName":320,"dataGaLocation":46},"/company/team/","team",{"text":322,"config":323},"Handbook",{"href":324,"dataGaName":325,"dataGaLocation":46},"https://handbook.gitlab.com/","handbook",{"text":327,"config":328},"Investor relations",{"href":329,"dataGaName":330,"dataGaLocation":46},"https://ir.gitlab.com/","investor relations",{"text":332,"config":333},"Trust Center",{"href":334,"dataGaName":335,"dataGaLocation":46},"/security/","trust center",{"text":337,"config":338},"AI Transparency Center",{"href":339,"dataGaName":340,"dataGaLocation":46},"/ai-transparency-center/","ai transparency center",{"text":342,"config":343},"Newsletter",{"href":344,"dataGaName":345,"dataGaLocation":46},"/company/contact/#contact-forms","newsletter",{"text":347,"config":348},"Press",{"href":349,"dataGaName":350,"dataGaLocation":46},"/press/","press",{"text":352,"config":353,"lists":354},"Contact us",{"dataNavLevelOne":294},[355],{"items":356},[357,360,365],{"text":53,"config":358},{"href":55,"dataGaName":359,"dataGaLocation":46},"talk to sales",{"text":361,"config":362},"Support portal",{"href":363,"dataGaName":364,"dataGaLocation":46},"https://support.gitlab.com","support portal",{"text":366,"config":367},"Customer portal",{"href":368,"dataGaName":369,"dataGaLocation":46},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":371,"login":372,"suggestions":379},"Close",{"text":373,"link":374},"To search repositories and projects, login to",{"text":375,"config":376},"gitlab.com",{"href":60,"dataGaName":377,"dataGaLocation":378},"search login","search",{"text":380,"default":381},"Suggestions",[382,384,388,390,394,398],{"text":75,"config":383},{"href":80,"dataGaName":75,"dataGaLocation":378},{"text":385,"config":386},"Code Suggestions (AI)",{"href":387,"dataGaName":385,"dataGaLocation":378},"/solutions/code-suggestions/",{"text":109,"config":389},{"href":111,"dataGaName":109,"dataGaLocation":378},{"text":391,"config":392},"GitLab on AWS",{"href":393,"dataGaName":391,"dataGaLocation":378},"/partners/technology-partners/aws/",{"text":395,"config":396},"GitLab on Google Cloud",{"href":397,"dataGaName":395,"dataGaLocation":378},"/partners/technology-partners/google-cloud-platform/",{"text":399,"config":400},"Why GitLab?",{"href":88,"dataGaName":399,"dataGaLocation":378},{"freeTrial":402,"mobileIcon":407,"desktopIcon":412,"secondaryButton":415},{"text":403,"config":404},"Start free trial",{"href":405,"dataGaName":51,"dataGaLocation":406},"https://gitlab.com/-/trials/new/","nav",{"altText":408,"config":409},"Gitlab Icon",{"src":410,"dataGaName":411,"dataGaLocation":406},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":408,"config":413},{"src":414,"dataGaName":411,"dataGaLocation":406},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":416,"config":417},"Get Started",{"href":418,"dataGaName":419,"dataGaLocation":406},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/compare/gitlab-vs-github/","get started",{"freeTrial":421,"mobileIcon":426,"desktopIcon":428},{"text":422,"config":423},"Learn more about GitLab Duo",{"href":424,"dataGaName":425,"dataGaLocation":406},"/gitlab-duo/","gitlab duo",{"altText":408,"config":427},{"src":410,"dataGaName":411,"dataGaLocation":406},{"altText":408,"config":429},{"src":414,"dataGaName":411,"dataGaLocation":406},{"freeTrial":431,"mobileIcon":436,"desktopIcon":438},{"text":432,"config":433},"Back to pricing",{"href":188,"dataGaName":434,"dataGaLocation":406,"icon":435},"back to pricing","GoBack",{"altText":408,"config":437},{"src":410,"dataGaName":411,"dataGaLocation":406},{"altText":408,"config":439},{"src":414,"dataGaName":411,"dataGaLocation":406},{"title":441,"button":442,"config":447},"See how agentic AI transforms software delivery",{"text":443,"config":444},"Watch GitLab Transcend now",{"href":445,"dataGaName":446,"dataGaLocation":46},"/events/transcend/virtual/","transcend event",{"layout":448,"icon":449},"release","AiStar",{"data":451},{"text":452,"source":453,"edit":459,"contribute":464,"config":469,"items":474,"minimal":679},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":454,"config":455},"View page source",{"href":456,"dataGaName":457,"dataGaLocation":458},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":460,"config":461},"Edit this page",{"href":462,"dataGaName":463,"dataGaLocation":458},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":465,"config":466},"Please contribute",{"href":467,"dataGaName":468,"dataGaLocation":458},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":470,"facebook":471,"youtube":472,"linkedin":473},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[475,522,574,618,645],{"title":186,"links":476,"subMenu":491},[477,481,486],{"text":478,"config":479},"View plans",{"href":188,"dataGaName":480,"dataGaLocation":458},"view plans",{"text":482,"config":483},"Why Premium?",{"href":484,"dataGaName":485,"dataGaLocation":458},"/pricing/premium/","why premium",{"text":487,"config":488},"Why Ultimate?",{"href":489,"dataGaName":490,"dataGaLocation":458},"/pricing/ultimate/","why ultimate",[492],{"title":493,"links":494},"Contact Us",[495,498,500,502,507,512,517],{"text":496,"config":497},"Contact sales",{"href":55,"dataGaName":56,"dataGaLocation":458},{"text":361,"config":499},{"href":363,"dataGaName":364,"dataGaLocation":458},{"text":366,"config":501},{"href":368,"dataGaName":369,"dataGaLocation":458},{"text":503,"config":504},"Status",{"href":505,"dataGaName":506,"dataGaLocation":458},"https://status.gitlab.com/","status",{"text":508,"config":509},"Terms of use",{"href":510,"dataGaName":511,"dataGaLocation":458},"/terms/","terms of use",{"text":513,"config":514},"Privacy statement",{"href":515,"dataGaName":516,"dataGaLocation":458},"/privacy/","privacy statement",{"text":518,"config":519},"Cookie preferences",{"dataGaName":520,"dataGaLocation":458,"id":521,"isOneTrustButton":29},"cookie preferences","ot-sdk-btn",{"title":91,"links":523,"subMenu":532},[524,528],{"text":525,"config":526},"DevSecOps platform",{"href":73,"dataGaName":527,"dataGaLocation":458},"devsecops platform",{"text":529,"config":530},"AI-Assisted Development",{"href":424,"dataGaName":531,"dataGaLocation":458},"ai-assisted development",[533],{"title":534,"links":535},"Topics",[536,541,546,549,554,559,564,569],{"text":537,"config":538},"CICD",{"href":539,"dataGaName":540,"dataGaLocation":458},"/topics/ci-cd/","cicd",{"text":542,"config":543},"GitOps",{"href":544,"dataGaName":545,"dataGaLocation":458},"/topics/gitops/","gitops",{"text":25,"config":547},{"href":548,"dataGaName":38,"dataGaLocation":458},"/topics/devops/",{"text":550,"config":551},"Version Control",{"href":552,"dataGaName":553,"dataGaLocation":458},"/topics/version-control/","version control",{"text":555,"config":556},"DevSecOps",{"href":557,"dataGaName":558,"dataGaLocation":458},"/topics/devsecops/","devsecops",{"text":560,"config":561},"Cloud Native",{"href":562,"dataGaName":563,"dataGaLocation":458},"/topics/cloud-native/","cloud native",{"text":565,"config":566},"AI for Coding",{"href":567,"dataGaName":568,"dataGaLocation":458},"/topics/devops/ai-for-coding/","ai for coding",{"text":570,"config":571},"Agentic AI",{"href":572,"dataGaName":573,"dataGaLocation":458},"/topics/agentic-ai/","agentic ai",{"title":575,"links":576},"Solutions",[577,579,581,586,590,593,597,600,602,605,608,613],{"text":133,"config":578},{"href":128,"dataGaName":133,"dataGaLocation":458},{"text":122,"config":580},{"href":105,"dataGaName":106,"dataGaLocation":458},{"text":582,"config":583},"Agile development",{"href":584,"dataGaName":585,"dataGaLocation":458},"/solutions/agile-delivery/","agile delivery",{"text":587,"config":588},"SCM",{"href":118,"dataGaName":589,"dataGaLocation":458},"source code management",{"text":537,"config":591},{"href":111,"dataGaName":592,"dataGaLocation":458},"continuous integration & delivery",{"text":594,"config":595},"Value stream management",{"href":161,"dataGaName":596,"dataGaLocation":458},"value stream management",{"text":542,"config":598},{"href":599,"dataGaName":545,"dataGaLocation":458},"/solutions/gitops/",{"text":171,"config":601},{"href":173,"dataGaName":174,"dataGaLocation":458},{"text":603,"config":604},"Small business",{"href":178,"dataGaName":179,"dataGaLocation":458},{"text":606,"config":607},"Public sector",{"href":183,"dataGaName":184,"dataGaLocation":458},{"text":609,"config":610},"Education",{"href":611,"dataGaName":612,"dataGaLocation":458},"/solutions/education/","education",{"text":614,"config":615},"Financial services",{"href":616,"dataGaName":617,"dataGaLocation":458},"/solutions/finance/","financial services",{"title":191,"links":619},[620,622,624,626,629,631,633,635,637,639,641,643],{"text":203,"config":621},{"href":205,"dataGaName":206,"dataGaLocation":458},{"text":208,"config":623},{"href":210,"dataGaName":211,"dataGaLocation":458},{"text":213,"config":625},{"href":215,"dataGaName":216,"dataGaLocation":458},{"text":218,"config":627},{"href":220,"dataGaName":628,"dataGaLocation":458},"docs",{"text":241,"config":630},{"href":243,"dataGaName":244,"dataGaLocation":458},{"text":236,"config":632},{"href":238,"dataGaName":239,"dataGaLocation":458},{"text":246,"config":634},{"href":248,"dataGaName":249,"dataGaLocation":458},{"text":254,"config":636},{"href":256,"dataGaName":257,"dataGaLocation":458},{"text":259,"config":638},{"href":261,"dataGaName":262,"dataGaLocation":458},{"text":264,"config":640},{"href":266,"dataGaName":267,"dataGaLocation":458},{"text":269,"config":642},{"href":271,"dataGaName":272,"dataGaLocation":458},{"text":274,"config":644},{"href":276,"dataGaName":277,"dataGaLocation":458},{"title":292,"links":646},[647,649,651,653,655,657,659,663,668,670,672,674],{"text":299,"config":648},{"href":301,"dataGaName":294,"dataGaLocation":458},{"text":304,"config":650},{"href":306,"dataGaName":307,"dataGaLocation":458},{"text":312,"config":652},{"href":314,"dataGaName":315,"dataGaLocation":458},{"text":317,"config":654},{"href":319,"dataGaName":320,"dataGaLocation":458},{"text":322,"config":656},{"href":324,"dataGaName":325,"dataGaLocation":458},{"text":327,"config":658},{"href":329,"dataGaName":330,"dataGaLocation":458},{"text":660,"config":661},"Sustainability",{"href":662,"dataGaName":660,"dataGaLocation":458},"/sustainability/",{"text":664,"config":665},"Diversity, inclusion and belonging (DIB)",{"href":666,"dataGaName":667,"dataGaLocation":458},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":332,"config":669},{"href":334,"dataGaName":335,"dataGaLocation":458},{"text":342,"config":671},{"href":344,"dataGaName":345,"dataGaLocation":458},{"text":347,"config":673},{"href":349,"dataGaName":350,"dataGaLocation":458},{"text":675,"config":676},"Modern Slavery Transparency Statement",{"href":677,"dataGaName":678,"dataGaLocation":458},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":680},[681,684,687],{"text":682,"config":683},"Terms",{"href":510,"dataGaName":511,"dataGaLocation":458},{"text":685,"config":686},"Cookies",{"dataGaName":520,"dataGaLocation":458,"id":521,"isOneTrustButton":29},{"text":688,"config":689},"Privacy",{"href":515,"dataGaName":516,"dataGaLocation":458},[691],{"id":692,"title":18,"body":8,"config":693,"content":695,"description":8,"extension":27,"meta":699,"navigation":29,"path":700,"seo":701,"stem":702,"__hash__":703},"blogAuthors/en-us/blog/authors/valerie-silverthorne.yml",{"template":694},"BlogAuthor",{"name":18,"config":696},{"headshot":697,"ctfId":698},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659488/Blog/Author%20Headshots/gitlab-logo-extra-whitespace.png","vsilverthorne",{},"/en-us/blog/authors/valerie-silverthorne",{},"en-us/blog/authors/valerie-silverthorne","r2glbOZCR5HOKEwYKJRy7sOVW6u0oTjxVRg28ZvHJ-I",[705,719,732],{"content":706,"config":717},{"title":707,"description":708,"authors":709,"heroImage":711,"date":712,"body":713,"category":9,"tags":714},"How we overhauled GitLab navigation","Users weren't getting what they needed from our navigation. Here are the steps we took to turn that experience around.",[710],"Ashley Knobloch","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749682884/Blog/Hero%20Images/navigation.jpg","2023-08-15","\nGitLab navigation was complex and confusing - that was the message we received from our users through issues and other feedback channels. Initially, to address these concerns, we conducted research around proposed solutions, but quickly found they wouldn't help users achieve their goals well enough to warrant implementing them. In the process of learning what wasn't working and what wouldn't work, we still didn't have clarity around *why* the navigation wasn't working. This article chronicles our journey to finding that clarity and developing navigation that is easier to use and better suited to our users' needs.\n\n## Our approach\nAs a first step, we reviewed past research and user feedback to ensure we had a solid understanding of what we had done and learned already. We found that we still needed more insight into why proposed changes weren’t receiving enough positive feedback to implement them.\n\nOur goals were straightforward:\n- understand what users are doing in GitLab\n- study how they navigate the platform\n- learn why they need certain navigation elements\n\nOur perspective shifted from validating proposed solutions to going back to revalidate the problems that exist with our navigation experience. Our hypothesis was that with a deeper understanding of our users’ behavior and mental models for how they navigate around GitLab, we could develop concepts to better match their needs and improve their overall experience.\n\nThe scope of features in GitLab and the number of user personas across GitLab made this challenging. We have [16 personas](https://handbook.gitlab.com/handbook/product/personas/#user-personas) to represent different types of users, all with unique goals and techniques to achieve those goals. We focused our efforts on a subset of those personas that best represented usage across GitLab to ensure a holistic understanding of different user needs. We wanted to learn how navigation among different personas was similar and where it differed, what worked well with the current navigation, and what challenges users faced.\n\n## Studying key persona cohorts\nWe conducted [diary studies](https://handbook.gitlab.com/handbook/product/ux/ux-research/diary-studies/) with cohorts of our key personas to learn what their primary tasks and workflows were at a deeper level. This provided us with many real-world examples of how they navigate to their tasks and why. We also learned what worked well with their current workflows, what pain points existed, and what workarounds were being used (such as creating browser bookmarks, typing in the URL to pull browser history, or keeping a bunch of browser tabs open) to streamline their tasks in GitLab.\n\nWe learned that for some users, many of their primary tasks don’t require much navigation within GitLab because they use outside tools that link into GitLab through notifications (e.g., Slack and email) or use direct links through other tools. We also learned that often users’ work is quite scoped in GitLab, and they would like easier access to some of their core features without having to wade through all of the other features they don’t use. This illuminated some unmet needs that would improve their workflows, such as having the ability to customize navigation to access things important to them more quickly and streamline their path to relevant projects.\n\nLearning more about our users from a foundational perspective ensured that we had a solid base to build upon when considering changes to the navigation.\n\n## Anchoring to a North Star\nTo anchor the redesign process in user problems more broadly, a review of past feedback was analyzed that revealed three overarching themes with navigation-related feedback. These themes helped to guide the process and to remind us of the key problems we were trying to solve:\n- minimize feeling overwhelmed (ability to customize left sidebar)\n- orient users across the platform (differentiating groups and projects)\n- pick up where you left off (switching contexts)\n\nThe team continually mapped back design concepts to these themes to ensure potential solutions were rooted in user problems.\n\n## Evaluating and iterating\nNext, several navigation design concepts were developed and shared with users for feedback. Multiple rounds of [solution validation testing](https://handbook.gitlab.com/handbook/product/ux/ux-research/solution-validation-and-methods/) were conducted with our key personas to determine which design concepts to move forward with. The testing revealed how users felt about each design and also how well each design supported users completing core tasks. We identified a final concept that supported mature and new GitLab users with common workflows.\n\n## Understanding mental models for sidebar organization\nWe wanted to revisit our groupings in the left sidebar because we’ve heard over time that the organization can be confusing and unintuitive, especially some categories such as Operations. We needed to understand our users’ mental models for how they would group these items, and why. Learning the thought processes behind their organization was critical for us to know what changes to make that would align with user expectations.\n\nWe ran facilitated [card sort](https://handbook.gitlab.com/handbook/product/ux/ux-research/mental-modeling/#card-sorting) studies with our key personas to understand how they would group items in the left sidebar, and why. This helped us learn some areas that could benefit from readjusting, such as the Manage and Operate categories. We learned that users most often preferred to have analytics items together, for example, which is reflected in the Analyze tab. This insight, combined with patterns in analytics data, informed changes to the groupings in the left sidebar to better support workflows.\n\n## Launching and learning\nPrior to launching to external users, the new navigation was released to internal team members and we collected [feedback](https://gitlab.com/gitlab-org/gitlab/-/issues/403059) to help iterate and improve the experience.\n\nNext, we launched the new navigation to external users as a toggle that could be turned on optionally. During this initial launch, a [longitudinal study](https://handbook.gitlab.com/handbook/product/ux/ux-research/longitudinal-studies/) was conducted with a sample of GitLab users to learn how they experienced the change in the context of their real work. Over time, the study would provide insight into adoption among the entire user base.\n\nWe interviewed users prior to the monthlong study to learn more about their experience with the existing navigation. Then, they began using the new navigation while completing surveys and participating in interviews at checkpoints in the beginning, middle, and end of the month. This enabled us to capture their initial impressions of the new navigation, what they liked/disliked, how the new experience compared to the previous one, and if their sentiment changed over the course of the month as they continued to use the new navigation.\n\nUsers in this study found the new navigation to be an improvement from the previous one, and most preferred its features, including:\n- the ability to pin items streamlined common workflows\n- the new task-based sidebar categories in the sidebar, which they said felt more approachable, especially for newer users\n- the new navigation changes, which they said weren’t too overwhelming and felt familiar\n\nWe also learned about some opportunities to iterate and improve the new experience. For instance, some users pointed out:\n- the inability to pin entire Projects, Groups, or specific pages makes it difficult to streamline other workflows\n- some users unpin items accidentally\n- the overall lack of color can cause some features to blend in or be missed\n- it's not always easy to know what’s new in GitLab\n\n## What’s next: Iterate, listen, and iterate again\nTo capture large-scale feedback on navigation over time, we launched a new navigation-focused quarterly survey in Q1 (February) of this year. This first quarter data established a baseline of our old navigation, and beginning in Q2 (May), we began collecting data on the new navigation experience. We will monitor this closely, and look for themes to help us learn what is working well and what may need further iteration.\n\nThis survey, along with our longitudinal study feedback and various other user feedback sources, will provide insights to help prioritize iterative improvements to the new navigation experience. Stay tuned for changes, and keep sharing [your navigation feedback](https://gitlab.com/gitlab-org/gitlab/-/issues/409005) with us!\n",[23,715,716],"UX","research",{"slug":718,"featured":12,"template":13},"navigation-research-blog-post",{"content":720,"config":730},{"title":721,"description":722,"authors":723,"heroImage":725,"date":726,"body":727,"category":9,"tags":728},"Beautifying our UI: Giving GitLab build features a fresh look","Get an inside look at how we are improving the usability of GitLab build features with multiple visual design improvements.",[724],"Veethika Mishra","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749682807/Blog/Hero%20Images/beautify.jpg","2023-07-05","\n\nThe current technical landscape is completely different from what it was this time last year. As the software development industry is busy evolving its understanding of _automating early and often_ in the presence of new AI capabilities, we have been focused on feature work. However, it's equally important to make sure we are adapting our UI to match up to the experience and addressing, where necessary, the misalignment between the two.\n\nIn a scaling product, where issues are competing to be prioritized, it might feel convenient to tackle the next feature issue as opposed to focusing on small visual design improvements. Advocating for the value that a small visual design change in isolation brings to the product is never easy for all the practical reasons, and this is where [the \"Beautifying our UI\" initiative](https://handbook.gitlab.com/handbook/product/ux/product-design/#beautifying-our-ui) becomes useful at GitLab. It allows a product designer and a frontend engineer to voluntarily pair up, like we did, and make self-directed improvements to the usability of GitLab.\n\nWe collaborated on many pipeline-related features in the past three years. As our responsibilities pulled us in different directions, we had to put many of our aspirational plans for improving the presentation of CI/CD features in GitLab on hold in favor of other more important things.\n\nHowever, once those were addressed, we decided to volunteer for a session of Beautifying our UI in the 16.1 milestone. To make the most of a single milestone, we began preparing a couple months in advance, soliciting ideas from team members and getting the design proposals ready in [an issue](https://gitlab.com/gitlab-org/gitlab/-/issues/394768/). After a quick prioritization exercise to understand which of the suggested improvements would be most meaningful to our users, we made a number of contributions to the product.\n\nHere are some of those contributions:\n\n### Improvement to pipeline detail page\nIn the process of troubleshooting a failing pipeline, users often have to visit their detail page for better insight into what's causing the failure. The top of the page previously had a table with all the metadata around that pipeline. Over the years, a lot of information was added to this table but the layout was never optimized to accommodate that information, which in return impacted the usability of the page. The page headers were also very different from other examples found in GitLab.\n\nBy critically looking at every piece of information displayed on the page, we made informed decisions using the qualitative insights and the usage data at hand to completely redesign the pipeline header.\n\n![image of pipeline detail page before](https://about.gitlab.com/images/blogimages/Beautifying-of-our-ui-16-1/pipeline-detail-before.png)\nBefore\n\n\n![image of pipeline detail page after making changes](https://about.gitlab.com/images/blogimages/Beautifying-of-our-ui-16-1/pipeline-detail-after.png)\nAfter\n\n\nThis work was substantial and while we did our best to avoid any negative impact to our users, we realize there might be a few issues. Please share your comments in this [feedback issue](https://gitlab.com/gitlab-org/gitlab/-/issues/414756) about the redesign and we'll prioritize addressing them.\n\nRedesigning the pipeline header came with a few technical challenges because a lot of the code was a mix between HAML and Vue. We had to slowly refactor the pipeline header over to Vue/GraphQL to allow our code to be more performant and maintainable. It’s pretty much like building a completely new feature — we had to get creative with passing data to the Vue app from Rails.\n\n### Harmonizing badges and link styles on pipeline list view\nThe pipeline index page (list view) is one of the most visited pages in GitLab because users need to make sure any failing pipelines are identified quickly for troubleshooting. Since there's a lot going on on this page, it is critical that the UI leads users' attention to the right areas. Previously, almost every link presented in the pipeline column had a different visual treatment, which made the page visually noisy and harmed the usability and scannability of the information. Our goal was to remove anything that isn't required and harmonize the visual language so it is easy for CI/CD users to perform their jobs effectively.\n\n![image of pipeline detail page before](https://about.gitlab.com/images/blogimages/Beautifying-of-our-ui-16-1/pipeline-index-page-before.png)\nBefore\n\n\n\n![image of pipeline detail page after making changes](https://about.gitlab.com/images/blogimages/Beautifying-of-our-ui-16-1/pipeline-index-page-after.png)\nAfter\n\n\n### Linking runner number to runner admin page\nTo allow easy management of runners across an instance, we've now provided easy access to the runner admin page right from the job detail page. Previously a static test, now the runner number can directly take users with the runner admin page where they can make changes to the specific runner's configuration.\n\n![image of cancel pipeline label](https://about.gitlab.com/images/blogimages/Beautifying-of-our-ui-16-1/runner-link-from-job-logs.png)\nLinking runner admin page from job logs page\n\n\n### Improving tooltips and button text\nThe tooltips on the jobs list view were using native browser tooltips. We've changed those to use a design-system-compliant tooltip for consistency and better readability.\n\nWe gathered some useful feedback on the usability of the button labels and took this as an opportunity to improve a few of them. Here's one example where we changed the label text for the button for canceling a running pipeline from **Cancel running** to **Cancel pipeline** and added an appropriate tooltip to clearly communicate the action.\n\n![image of cancel pipeline label](https://about.gitlab.com/images/blogimages/Beautifying-of-our-ui-16-1/cancel-pipeline-label.png)\nButton with new label text\n\n\n## More to come\nWe are not stopping with this list! We will continue our partnership to bring in more visual and usability improvements to the continuous integration area in the coming months. If you are interested in taking a look at the complete list of changes we have made and the ones we still plan to make, [you can find the issue here](https://gitlab.com/gitlab-org/gitlab/-/issues/394768/).\n\n\n",[715,729],"design",{"slug":731,"featured":12,"template":13},"beautifying-of-our-ui",{"content":733,"config":743},{"title":734,"description":735,"authors":736,"heroImage":738,"date":739,"body":740,"category":9,"tags":741},"4 best practices leading orgs to release software faster","GitLab's 2023 Global DevSecOps Survey illuminates the strategies that organizations deploying more frequently have in common.",[737],"Kristina Weis","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749663908/Blog/Hero%20Images/2023-devsecops-report-blog-banner2.png","2023-06-08","\nReleasing software faster is one of the biggest goals of many organizations — and for good reason. It helps them keep up with competitors, land and keep more customers, improve employee satisfaction, and much more. But maintaining that velocity requires investment in processes and technologies that help DevSecOps teams deliver, secure, and deploy software faster without compromising quality.\n\nIn our [2023 Global DevSecOps Survey](https://about.gitlab.com/developer-survey/) we asked more than 5,000 development, security, and operations professionals about everything from deployment frequency to the practices teams have adopted – all to learn what the most agile and efficient organizations have in common. One respondent, a director of IT security in the retail sector, summed up the challenge as follows: “Software customers are increasingly vocal and demanding, expecting faster releases and greater customizability. Developers will need to keep up with these demands while still maintaining stability and usability.”\n\nSo what’s helping organizations be more productive and efficient? Here are four of the best practices that, according to the survey, help organizations release software faster and deploy more frequently:\n\n## 1. Running applications in the cloud\nOne of the benefits people commonly attribute to deploying to the cloud is increased development speed. As it turns out, this year’s survey shows there’s some serious truth to that. Respondents with at least a quarter of their applications in the cloud were 2.2 times more likely to be releasing software faster than they were a year ago — and respondents with at least half of their applications in the cloud were 4.2 times more likely to deploy to production multiple times per day.\n\nSeveral respondents commented on the value of the cloud while also acknowledging the complexities cloud computing can bring to software development. An IT operations manager in the industrial manufacturing sector shared that “developing software that is designed for the cloud-native environment” is one of the top challenges facing software development this year. Likewise, an IT operations manager in the telecommunications sector said: “With the increase in the use of cloud computing and IoT devices, there is a greater need for secure coding practices to protect sensitive data from cyber attacks.” As organizations move to a cloud-first model for software development, they will need to adopt technologies that allow them to build natively in the cloud while keeping security top of mind throughout the development process.\n\n## 2. BizDevOps\nThough DevOps and DevSecOps mostly steal the show in terms of methodologies, some organizations go a step further and [practice BizDevOps](https://about.gitlab.com/blog/a-snapshot-of-modern-devops-practices-today/) — that is, incorporating business teams alongside development, security, and operations teams. An IT operations manager in the software sector emphasized the importance of collaboration with the business, sharing that “as software projects become larger and more complex, developers will need to work closely with other team members, including designers, testers, project managers, and business stakeholders.” This approach appears to be paying off for some: Respondents whose organizations practice BizDevOps were 1.4 times more likely to be releasing software faster than they were a year ago.\n\n## 3. CI/CD\nIt’s not surprising that automating the software development lifecycle with [CI/CD](https://docs.gitlab.com/ee/ci/) would help teams release software faster and more efficiently; however, it’s nice to see confirmation and put some numbers to the difference it can make. The survey shows that respondents [practicing CI/CD](https://about.gitlab.com/blog/how-to-keep-up-with-ci-cd-best-practices/) were twice as likely to deploy multiple times per day and 1.2 times more likely to release software faster than they did a year ago.\n\nDespite the value of CI/CD for driving efficiency, respondents also identified challenges. For instance, an IT operations associate in the aerospace/defense sector pointed to “management that doesn't understand CI/CD at all” as a blocker to more efficient software development. Meanwhile, a software development intern in the biotech sector shared that “tools to automate CI/CD, together with code editors, APM software, and defect trackers, can help with a faster and quality development cycle,” but “companies are hesitant to spend on tools that can help increase their developers’ productivity.” These responses underscore the value of investing in tools that unify CI/CD with other DevSecOps practices — such as incorporating security early in the development process and creating tighter feedback loops — to help organizations break down development silos.\n\n## 4. DORA and other metrics\nOrganizations that [make a conscious effort to track key development metrics](https://about.gitlab.com/blog/how-zoopla-uses-dora-metrics-and-your-team-can-too/) are more likely to improve them, according to the survey. This makes sense because by virtue of an organization choosing to track a metric, they’re signaling to their teams that it’s important, likely reminding them of whether the metric is improving (or not) periodically, and quite possibly prioritizing initiatives aimed at improving those metrics. We found that respondents whose organizations track their [DORA metrics](https://docs.gitlab.com/ee/user/analytics/dora_metrics.html) and other similar metrics were 1.4 times more likely to deploy multiple times per day.\n\n## A deeper dive on productivity and efficiency\n\nFor a deeper look into release velocity and deployment frequency, and all the practices that made respondents more likely to release software faster and deploy multiple times per day, check out our [2023 DevSecOps Report: Productivity & Efficiency Within Reach](https://about.gitlab.com/developer-survey/).\n\nThe report also digs into two other key factors that can have a big impact on productivity and efficiency: how long it takes to onboard new developers and how difficult or easy it is for organizations to attract, hire, and retain developers. We’ll show you where things stand and the practices that made respondents more likely to be successful.\n\n_[Read the highlights from “Security Without Sacrifices,” the first report in our 2023 Global DevSecOps Report series.](/blog/gitlab-survey-highlights-wins-challenges-as-orgs-adopt-devsecops/)_\n",[742,109,563,555],"developer survey",{"slug":744,"featured":12,"template":13},"best-practices-leading-orgs-to-release-software-faster",{"promotions":746},[747,761,773],{"id":748,"categories":749,"header":751,"text":752,"button":753,"image":758},"ai-modernization",[750],"ai-ml","Is AI achieving its promise at scale?","Quiz will take 5 minutes or less",{"text":754,"config":755},"Get your AI maturity score",{"href":756,"dataGaName":757,"dataGaLocation":244},"/assessments/ai-modernization-assessment/","modernization assessment",{"config":759},{"src":760},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/qix0m7kwnd8x2fh1zq49.png",{"id":762,"categories":763,"header":765,"text":752,"button":766,"image":770},"devops-modernization",[764,558],"product","Are you just managing tools or shipping innovation?",{"text":767,"config":768},"Get your DevOps maturity score",{"href":769,"dataGaName":757,"dataGaLocation":244},"/assessments/devops-modernization-assessment/",{"config":771},{"src":772},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138785/eg818fmakweyuznttgid.png",{"id":774,"categories":775,"header":777,"text":752,"button":778,"image":782},"security-modernization",[776],"security","Are you trading speed for security?",{"text":779,"config":780},"Get your security maturity score",{"href":781,"dataGaName":757,"dataGaLocation":244},"/assessments/security-modernization-assessment/",{"config":783},{"src":784},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/p4pbqd9nnjejg5ds6mdk.png",{"header":786,"blurb":787,"button":788,"secondaryButton":793},"Start building faster today","See what your team can do with the intelligent orchestration platform for DevSecOps.\n",{"text":789,"config":790},"Get your free trial",{"href":791,"dataGaName":51,"dataGaLocation":792},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":496,"config":794},{"href":55,"dataGaName":56,"dataGaLocation":792},1772652080869]