[{"data":1,"prerenderedAt":757},["ShallowReactive",2],{"/en-us/blog/why-ai-in-devops-is-here-to-stay":3,"navigation-en-us":36,"banner-en-us":463,"footer-en-us":480,"Valerie Silverthorne":723,"next-steps-en-us":736,"footer-source-/en-us/blog/why-ai-in-devops-is-here-to-stay/":751},{"_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/why-ai-in-devops-is-here-to-stay","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"Why AI in DevOps is here to stay","Two years ago artificial intelligence wasn't part of mainstream software development. Now AI in DevOps is seemingly everywhere. Here's why.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664015/Blog/Hero%20Images/laptop.jpg","https://about.gitlab.com/blog/why-ai-in-devops-is-here-to-stay","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"Why AI in DevOps is here to stay\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Valerie Silverthorne\"}],\n        \"datePublished\": \"2022-09-15\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":19,"body":20,"category":21,"tags":22},[18],"Valerie Silverthorne","2022-09-15","\nIn 2020, respondents to our annual Global DevSecOps Survey started mentioning artificial intelligence and machine learning for the first time. In that survey, roughly 16% of respondents were using “bots” to test code, or were planning to, while 12% of devs said knowledge of AI/ML would be critical to their future.\n\nFast forward just two years and [AI in DevOps](/topics/devops/the-role-of-ai-in-devops/) is a reality in teams around the world, according to our [2022 Global DevSecOps Survey](https://about.gitlab.com/developer-survey/).\n\n- 24% of respondents said their DevOps practices include AI/ML, more than double the 2021 percentage.\n\n- 31% of teams are using AI/ML for code review, 16 points higher than last year.\n\n- Today 37% of teams use AI/ML in software testing (up from 25% in 2021), and 20% plan to introduce it this year. Another 19% plan to roll out AI/ML-powered testing in the next two to three years.\n\n- Fully 62% of survey takers are practicing ModelOps.\n\n- 51% use AI/ML to check (not test) code.\n\nAll told, only 5% of teams said they had _no plans_ to incorporate AI in DevOps.\n\nHere's a snapshot of where AI in DevOps is today and why, despite some challenges, AI will likely play an increasingly important role.\n\n## Why AI in DevOps\n\nIn many ways, [DevOps and AI/ML](/blog/ai-in-software-development/) are the perfect marriage: DevOps requires automation to reach maximum efficiency and AI/ML are obvious choices to tackle repetitive tasks. Imagine adding team members entirely focused on a single job, with incredible attention to detail and no need for vacations or even a coffee break – that’s an ML “bot” in a nutshell.\n\nWhen we asked DevOps teams what the most common reasons were for [software release delays](/blog/top-reasons-for-software-release-delays/), the answers called out steps that are critical but manual, tedious, time-consuming, and potentially rife with errors: [software testing](/blog/the-gitlab-guide-to-modern-software-testing/), code review, security testing and code development. For many teams, AI/ML could be key in streamlining these processes.\n\n## Smarter software testing\n\nNo DevOps process is perhaps in more need of streamlining than software testing, which is no doubt why teams have been adding AI/ML into the mix for several years now. Testing is that process [everyone loves to hate](/blog/the-software-testing-life-cycle-in-2021-a-more-upbeat-outlook/), but it is also the step that needs to happen more often in all the ways, or at least that’s what developers tell us year after year. But there are so many different kinds of tests, limited development time, and even more constrained QA teams. Machine learning bots can help bridge the manpower gap, freeing up resources to focus on tests best done by humans.\n\nAnd increased testing creates another issue – test data management – that could ideally be triaged and dealt with using AI.\n\n## The benefits of ModelOps\n\nAI/ML solutions have also made their way into other DevOps steps, specifically [ModelOps](/direction/modelops/). Not only is this an area GitLab is focusing on ([beginning with smarter code reviews](/blog/the-road-to-smarter-code-reviewer-recommendations/)), but more than half of DevOps teams report they’re exploring what’s involved in bringing data science and operations together.\n\n## Beware the learning curve\n\nArtificial intelligence and machine learning are not without their challenges, however. In our 2022 survey, developers expressed very real concerns about the steep learning curves involved in the technology adoption. “Technology is rapidly changing,” was a thought shared by many developers, alongside “implementing AI is an enormous challenge.”\n\nOne developer summed it up: “4G, 5G, AI, Metaverse, virtual space - developers have to support all of this.”\n\nBrendan O'Leary, [staff developer evangelist at GitLab](/company/team/#brendan), says AI naturally has a big learning curve because it requires experimentation. \"This is not just a programming language,\" he explains. \"We've got some data and a hypothesis around it and AI is what's going to help us prove it. This is a different kind of experiment than other kinds of coding... we've got to learn how to measure the impact, understand it, and iterate on it. It's a different kind of paradigm.\"\n","devsecops",[23,24,25],"DevOps","developer survey","integrations",{"slug":27,"featured":6,"template":28},"why-ai-in-devops-is-here-to-stay","BlogPost","content:en-us:blog:why-ai-in-devops-is-here-to-stay.yml","yaml","Why Ai In Devops Is Here To Stay","content","en-us/blog/why-ai-in-devops-is-here-to-stay.yml","en-us/blog/why-ai-in-devops-is-here-to-stay","yml",{"_path":37,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"data":39,"_id":459,"_type":30,"title":460,"_source":32,"_file":461,"_stem":462,"_extension":35},"/shared/en-us/main-navigation","en-us",{"logo":40,"freeTrial":45,"sales":50,"login":55,"items":60,"search":390,"minimal":421,"duo":440,"pricingDeployment":449},{"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",[61,105,202,207,311,371],{"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":184},"Product",true,{"dataNavLevelOne":109},"solutions",{"text":111,"config":112},"View all Solutions",{"href":113,"dataGaName":109,"dataGaLocation":44},"/solutions/",[115,140,163],{"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/application-security-testing/","security and compliance","ShieldCheckLight",[149,153,158],{"text":150,"config":151},"Application Security Testing",{"href":145,"dataGaName":152,"dataGaLocation":44},"Application security testing",{"text":154,"config":155},"Software Supply Chain Security",{"href":156,"dataGaLocation":44,"dataGaName":157},"/solutions/supply-chain/","Software supply chain security",{"text":159,"config":160},"Software Compliance",{"href":161,"dataGaName":162,"dataGaLocation":44},"/solutions/software-compliance/","software compliance",{"title":164,"link":165,"items":170},"Measurement",{"config":166},{"icon":167,"href":168,"dataGaName":169,"dataGaLocation":44},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[171,175,179],{"text":172,"config":173},"Visibility & Measurement",{"href":168,"dataGaLocation":44,"dataGaName":174},"Visibility and Measurement",{"text":176,"config":177},"Value Stream Management",{"href":178,"dataGaLocation":44,"dataGaName":176},"/solutions/value-stream-management/",{"text":180,"config":181},"Analytics & Insights",{"href":182,"dataGaLocation":44,"dataGaName":183},"/solutions/analytics-and-insights/","Analytics and insights",{"title":185,"items":186},"GitLab for",[187,192,197],{"text":188,"config":189},"Enterprise",{"href":190,"dataGaLocation":44,"dataGaName":191},"/enterprise/","enterprise",{"text":193,"config":194},"Small Business",{"href":195,"dataGaLocation":44,"dataGaName":196},"/small-business/","small business",{"text":198,"config":199},"Public Sector",{"href":200,"dataGaLocation":44,"dataGaName":201},"/solutions/public-sector/","public sector",{"text":203,"config":204},"Pricing",{"href":205,"dataGaName":206,"dataGaLocation":44,"dataNavLevelOne":206},"/pricing/","pricing",{"text":208,"config":209,"link":211,"lists":215,"feature":298},"Resources",{"dataNavLevelOne":210},"resources",{"text":212,"config":213},"View all resources",{"href":214,"dataGaName":210,"dataGaLocation":44},"/resources/",[216,248,270],{"title":217,"items":218},"Getting started",[219,224,229,234,239,244],{"text":220,"config":221},"Install",{"href":222,"dataGaName":223,"dataGaLocation":44},"/install/","install",{"text":225,"config":226},"Quick start guides",{"href":227,"dataGaName":228,"dataGaLocation":44},"/get-started/","quick setup checklists",{"text":230,"config":231},"Learn",{"href":232,"dataGaLocation":44,"dataGaName":233},"https://university.gitlab.com/","learn",{"text":235,"config":236},"Product documentation",{"href":237,"dataGaName":238,"dataGaLocation":44},"https://docs.gitlab.com/","product documentation",{"text":240,"config":241},"Best practice videos",{"href":242,"dataGaName":243,"dataGaLocation":44},"/getting-started-videos/","best practice videos",{"text":245,"config":246},"Integrations",{"href":247,"dataGaName":25,"dataGaLocation":44},"/integrations/",{"title":249,"items":250},"Discover",[251,256,260,265],{"text":252,"config":253},"Customer success stories",{"href":254,"dataGaName":255,"dataGaLocation":44},"/customers/","customer success stories",{"text":257,"config":258},"Blog",{"href":259,"dataGaName":5,"dataGaLocation":44},"/blog/",{"text":261,"config":262},"Remote",{"href":263,"dataGaName":264,"dataGaLocation":44},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"text":266,"config":267},"TeamOps",{"href":268,"dataGaName":269,"dataGaLocation":44},"/teamops/","teamops",{"title":271,"items":272},"Connect",[273,278,283,288,293],{"text":274,"config":275},"GitLab Services",{"href":276,"dataGaName":277,"dataGaLocation":44},"/services/","services",{"text":279,"config":280},"Community",{"href":281,"dataGaName":282,"dataGaLocation":44},"/community/","community",{"text":284,"config":285},"Forum",{"href":286,"dataGaName":287,"dataGaLocation":44},"https://forum.gitlab.com/","forum",{"text":289,"config":290},"Events",{"href":291,"dataGaName":292,"dataGaLocation":44},"/events/","events",{"text":294,"config":295},"Partners",{"href":296,"dataGaName":297,"dataGaLocation":44},"/partners/","partners",{"backgroundColor":299,"textColor":300,"text":301,"image":302,"link":306},"#2f2a6b","#fff","Insights for the future of software development",{"altText":303,"config":304},"the source promo card",{"src":305},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758208064/dzl0dbift9xdizyelkk4.svg",{"text":307,"config":308},"Read the latest",{"href":309,"dataGaName":310,"dataGaLocation":44},"/the-source/","the source",{"text":312,"config":313,"lists":315},"Company",{"dataNavLevelOne":314},"company",[316],{"items":317},[318,323,329,331,336,341,346,351,356,361,366],{"text":319,"config":320},"About",{"href":321,"dataGaName":322,"dataGaLocation":44},"/company/","about",{"text":324,"config":325,"footerGa":328},"Jobs",{"href":326,"dataGaName":327,"dataGaLocation":44},"/jobs/","jobs",{"dataGaName":327},{"text":289,"config":330},{"href":291,"dataGaName":292,"dataGaLocation":44},{"text":332,"config":333},"Leadership",{"href":334,"dataGaName":335,"dataGaLocation":44},"/company/team/e-group/","leadership",{"text":337,"config":338},"Team",{"href":339,"dataGaName":340,"dataGaLocation":44},"/company/team/","team",{"text":342,"config":343},"Handbook",{"href":344,"dataGaName":345,"dataGaLocation":44},"https://handbook.gitlab.com/","handbook",{"text":347,"config":348},"Investor relations",{"href":349,"dataGaName":350,"dataGaLocation":44},"https://ir.gitlab.com/","investor relations",{"text":352,"config":353},"Trust Center",{"href":354,"dataGaName":355,"dataGaLocation":44},"/security/","trust center",{"text":357,"config":358},"AI Transparency Center",{"href":359,"dataGaName":360,"dataGaLocation":44},"/ai-transparency-center/","ai transparency center",{"text":362,"config":363},"Newsletter",{"href":364,"dataGaName":365,"dataGaLocation":44},"/company/contact/","newsletter",{"text":367,"config":368},"Press",{"href":369,"dataGaName":370,"dataGaLocation":44},"/press/","press",{"text":372,"config":373,"lists":374},"Contact us",{"dataNavLevelOne":314},[375],{"items":376},[377,380,385],{"text":51,"config":378},{"href":53,"dataGaName":379,"dataGaLocation":44},"talk to sales",{"text":381,"config":382},"Support portal",{"href":383,"dataGaName":384,"dataGaLocation":44},"https://support.gitlab.com","support portal",{"text":386,"config":387},"Customer portal",{"href":388,"dataGaName":389,"dataGaLocation":44},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":391,"login":392,"suggestions":399},"Close",{"text":393,"link":394},"To search repositories and projects, login to",{"text":395,"config":396},"gitlab.com",{"href":58,"dataGaName":397,"dataGaLocation":398},"search login","search",{"text":400,"default":401},"Suggestions",[402,404,408,410,414,418],{"text":73,"config":403},{"href":78,"dataGaName":73,"dataGaLocation":398},{"text":405,"config":406},"Code Suggestions (AI)",{"href":407,"dataGaName":405,"dataGaLocation":398},"/solutions/code-suggestions/",{"text":125,"config":409},{"href":127,"dataGaName":125,"dataGaLocation":398},{"text":411,"config":412},"GitLab on AWS",{"href":413,"dataGaName":411,"dataGaLocation":398},"/partners/technology-partners/aws/",{"text":415,"config":416},"GitLab on Google Cloud",{"href":417,"dataGaName":415,"dataGaLocation":398},"/partners/technology-partners/google-cloud-platform/",{"text":419,"config":420},"Why GitLab?",{"href":86,"dataGaName":419,"dataGaLocation":398},{"freeTrial":422,"mobileIcon":427,"desktopIcon":432,"secondaryButton":435},{"text":423,"config":424},"Start free trial",{"href":425,"dataGaName":49,"dataGaLocation":426},"https://gitlab.com/-/trials/new/","nav",{"altText":428,"config":429},"Gitlab Icon",{"src":430,"dataGaName":431,"dataGaLocation":426},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":428,"config":433},{"src":434,"dataGaName":431,"dataGaLocation":426},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":436,"config":437},"Get Started",{"href":438,"dataGaName":439,"dataGaLocation":426},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/compare/gitlab-vs-github/","get started",{"freeTrial":441,"mobileIcon":445,"desktopIcon":447},{"text":442,"config":443},"Learn more about GitLab Duo",{"href":78,"dataGaName":444,"dataGaLocation":426},"gitlab duo",{"altText":428,"config":446},{"src":430,"dataGaName":431,"dataGaLocation":426},{"altText":428,"config":448},{"src":434,"dataGaName":431,"dataGaLocation":426},{"freeTrial":450,"mobileIcon":455,"desktopIcon":457},{"text":451,"config":452},"Back to pricing",{"href":205,"dataGaName":453,"dataGaLocation":426,"icon":454},"back to pricing","GoBack",{"altText":428,"config":456},{"src":430,"dataGaName":431,"dataGaLocation":426},{"altText":428,"config":458},{"src":434,"dataGaName":431,"dataGaLocation":426},"content:shared:en-us:main-navigation.yml","Main Navigation","shared/en-us/main-navigation.yml","shared/en-us/main-navigation",{"_path":464,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"title":465,"button":466,"image":471,"config":475,"_id":477,"_type":30,"_source":32,"_file":478,"_stem":479,"_extension":35},"/shared/en-us/banner","is now in public beta!",{"text":467,"config":468},"Try the Beta",{"href":469,"dataGaName":470,"dataGaLocation":44},"/gitlab-duo/agent-platform/","duo banner",{"altText":472,"config":473},"GitLab Duo Agent Platform",{"src":474},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1753720689/somrf9zaunk0xlt7ne4x.svg",{"layout":476},"release","content:shared:en-us:banner.yml","shared/en-us/banner.yml","shared/en-us/banner",{"_path":481,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"data":482,"_id":719,"_type":30,"title":720,"_source":32,"_file":721,"_stem":722,"_extension":35},"/shared/en-us/main-footer",{"text":483,"source":484,"edit":490,"contribute":495,"config":500,"items":505,"minimal":711},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":485,"config":486},"View page source",{"href":487,"dataGaName":488,"dataGaLocation":489},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":491,"config":492},"Edit this page",{"href":493,"dataGaName":494,"dataGaLocation":489},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":496,"config":497},"Please contribute",{"href":498,"dataGaName":499,"dataGaLocation":489},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":501,"facebook":502,"youtube":503,"linkedin":504},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[506,553,604,648,677],{"title":203,"links":507,"subMenu":522},[508,512,517],{"text":509,"config":510},"View plans",{"href":205,"dataGaName":511,"dataGaLocation":489},"view plans",{"text":513,"config":514},"Why Premium?",{"href":515,"dataGaName":516,"dataGaLocation":489},"/pricing/premium/","why premium",{"text":518,"config":519},"Why Ultimate?",{"href":520,"dataGaName":521,"dataGaLocation":489},"/pricing/ultimate/","why ultimate",[523],{"title":524,"links":525},"Contact Us",[526,529,531,533,538,543,548],{"text":527,"config":528},"Contact sales",{"href":53,"dataGaName":54,"dataGaLocation":489},{"text":381,"config":530},{"href":383,"dataGaName":384,"dataGaLocation":489},{"text":386,"config":532},{"href":388,"dataGaName":389,"dataGaLocation":489},{"text":534,"config":535},"Status",{"href":536,"dataGaName":537,"dataGaLocation":489},"https://status.gitlab.com/","status",{"text":539,"config":540},"Terms of use",{"href":541,"dataGaName":542,"dataGaLocation":489},"/terms/","terms of use",{"text":544,"config":545},"Privacy statement",{"href":546,"dataGaName":547,"dataGaLocation":489},"/privacy/","privacy statement",{"text":549,"config":550},"Cookie preferences",{"dataGaName":551,"dataGaLocation":489,"id":552,"isOneTrustButton":107},"cookie preferences","ot-sdk-btn",{"title":106,"links":554,"subMenu":562},[555,559],{"text":556,"config":557},"DevSecOps platform",{"href":71,"dataGaName":558,"dataGaLocation":489},"devsecops platform",{"text":129,"config":560},{"href":78,"dataGaName":561,"dataGaLocation":489},"ai-assisted development",[563],{"title":564,"links":565},"Topics",[566,571,576,580,585,589,594,599],{"text":567,"config":568},"CICD",{"href":569,"dataGaName":570,"dataGaLocation":489},"/topics/ci-cd/","cicd",{"text":572,"config":573},"GitOps",{"href":574,"dataGaName":575,"dataGaLocation":489},"/topics/gitops/","gitops",{"text":23,"config":577},{"href":578,"dataGaName":579,"dataGaLocation":489},"/topics/devops/","devops",{"text":581,"config":582},"Version Control",{"href":583,"dataGaName":584,"dataGaLocation":489},"/topics/version-control/","version control",{"text":586,"config":587},"DevSecOps",{"href":588,"dataGaName":21,"dataGaLocation":489},"/topics/devsecops/",{"text":590,"config":591},"Cloud Native",{"href":592,"dataGaName":593,"dataGaLocation":489},"/topics/cloud-native/","cloud native",{"text":595,"config":596},"AI for Coding",{"href":597,"dataGaName":598,"dataGaLocation":489},"/topics/devops/ai-for-coding/","ai for coding",{"text":600,"config":601},"Agentic AI",{"href":602,"dataGaName":603,"dataGaLocation":489},"/topics/agentic-ai/","agentic ai",{"title":605,"links":606},"Solutions",[607,609,611,616,620,623,627,630,632,635,638,643],{"text":150,"config":608},{"href":145,"dataGaName":150,"dataGaLocation":489},{"text":139,"config":610},{"href":121,"dataGaName":122,"dataGaLocation":489},{"text":612,"config":613},"Agile development",{"href":614,"dataGaName":615,"dataGaLocation":489},"/solutions/agile-delivery/","agile delivery",{"text":617,"config":618},"SCM",{"href":135,"dataGaName":619,"dataGaLocation":489},"source code management",{"text":567,"config":621},{"href":127,"dataGaName":622,"dataGaLocation":489},"continuous integration & delivery",{"text":624,"config":625},"Value stream management",{"href":178,"dataGaName":626,"dataGaLocation":489},"value stream management",{"text":572,"config":628},{"href":629,"dataGaName":575,"dataGaLocation":489},"/solutions/gitops/",{"text":188,"config":631},{"href":190,"dataGaName":191,"dataGaLocation":489},{"text":633,"config":634},"Small business",{"href":195,"dataGaName":196,"dataGaLocation":489},{"text":636,"config":637},"Public sector",{"href":200,"dataGaName":201,"dataGaLocation":489},{"text":639,"config":640},"Education",{"href":641,"dataGaName":642,"dataGaLocation":489},"/solutions/education/","education",{"text":644,"config":645},"Financial services",{"href":646,"dataGaName":647,"dataGaLocation":489},"/solutions/finance/","financial services",{"title":208,"links":649},[650,652,654,656,659,661,663,665,667,669,671,673,675],{"text":220,"config":651},{"href":222,"dataGaName":223,"dataGaLocation":489},{"text":225,"config":653},{"href":227,"dataGaName":228,"dataGaLocation":489},{"text":230,"config":655},{"href":232,"dataGaName":233,"dataGaLocation":489},{"text":235,"config":657},{"href":237,"dataGaName":658,"dataGaLocation":489},"docs",{"text":257,"config":660},{"href":259,"dataGaName":5,"dataGaLocation":489},{"text":252,"config":662},{"href":254,"dataGaName":255,"dataGaLocation":489},{"text":261,"config":664},{"href":263,"dataGaName":264,"dataGaLocation":489},{"text":274,"config":666},{"href":276,"dataGaName":277,"dataGaLocation":489},{"text":266,"config":668},{"href":268,"dataGaName":269,"dataGaLocation":489},{"text":279,"config":670},{"href":281,"dataGaName":282,"dataGaLocation":489},{"text":284,"config":672},{"href":286,"dataGaName":287,"dataGaLocation":489},{"text":289,"config":674},{"href":291,"dataGaName":292,"dataGaLocation":489},{"text":294,"config":676},{"href":296,"dataGaName":297,"dataGaLocation":489},{"title":312,"links":678},[679,681,683,685,687,689,691,695,700,702,704,706],{"text":319,"config":680},{"href":321,"dataGaName":314,"dataGaLocation":489},{"text":324,"config":682},{"href":326,"dataGaName":327,"dataGaLocation":489},{"text":332,"config":684},{"href":334,"dataGaName":335,"dataGaLocation":489},{"text":337,"config":686},{"href":339,"dataGaName":340,"dataGaLocation":489},{"text":342,"config":688},{"href":344,"dataGaName":345,"dataGaLocation":489},{"text":347,"config":690},{"href":349,"dataGaName":350,"dataGaLocation":489},{"text":692,"config":693},"Sustainability",{"href":694,"dataGaName":692,"dataGaLocation":489},"/sustainability/",{"text":696,"config":697},"Diversity, inclusion and belonging (DIB)",{"href":698,"dataGaName":699,"dataGaLocation":489},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":352,"config":701},{"href":354,"dataGaName":355,"dataGaLocation":489},{"text":362,"config":703},{"href":364,"dataGaName":365,"dataGaLocation":489},{"text":367,"config":705},{"href":369,"dataGaName":370,"dataGaLocation":489},{"text":707,"config":708},"Modern Slavery Transparency Statement",{"href":709,"dataGaName":710,"dataGaLocation":489},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":712},[713,715,717],{"text":539,"config":714},{"href":541,"dataGaName":542,"dataGaLocation":489},{"text":544,"config":716},{"href":546,"dataGaName":547,"dataGaLocation":489},{"text":549,"config":718},{"dataGaName":551,"dataGaLocation":489,"id":552,"isOneTrustButton":107},"content:shared:en-us:main-footer.yml","Main Footer","shared/en-us/main-footer.yml","shared/en-us/main-footer",[724],{"_path":725,"_dir":726,"_draft":6,"_partial":6,"_locale":7,"content":727,"config":731,"_id":733,"_type":30,"title":18,"_source":32,"_file":734,"_stem":735,"_extension":35},"/en-us/blog/authors/valerie-silverthorne","authors",{"name":18,"config":728},{"headshot":729,"ctfId":730},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659488/Blog/Author%20Headshots/gitlab-logo-extra-whitespace.png","vsilverthorne",{"template":732},"BlogAuthor","content:en-us:blog:authors:valerie-silverthorne.yml","en-us/blog/authors/valerie-silverthorne.yml","en-us/blog/authors/valerie-silverthorne",{"_path":737,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"header":738,"eyebrow":739,"blurb":740,"button":741,"secondaryButton":745,"_id":747,"_type":30,"title":748,"_source":32,"_file":749,"_stem":750,"_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":742},{"href":743,"dataGaName":49,"dataGaLocation":744},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":51,"config":746},{"href":53,"dataGaName":54,"dataGaLocation":744},"content:shared:en-us:next-steps.yml","Next Steps","shared/en-us/next-steps.yml","shared/en-us/next-steps",{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"seo":752,"content":753,"config":756,"_id":29,"_type":30,"title":31,"_source":32,"_file":33,"_stem":34,"_extension":35},{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},{"title":9,"description":10,"authors":754,"heroImage":11,"date":19,"body":20,"category":21,"tags":755},[18],[23,24,25],{"slug":27,"featured":6,"template":28},1761814440090]