[{"data":1,"prerenderedAt":894},["ShallowReactive",2],{"/blog/pre-commit-post-deploy-is-dead":3,"navigation-en-us":108,"banner-en-us":536,"footer-en-us":546,"blog-post-authors-en-us-Aricka Flowers":790,"blog-related-posts-en-us-pre-commit-post-deploy-is-dead":804,"blog-promotions-en-us":830,"next-steps-en-us":884},{"id":4,"title":5,"authors":6,"body":8,"category":86,"date":87,"description":88,"extension":89,"externalUrl":90,"faq":90,"featured":91,"heroImage":92,"meta":93,"navigation":94,"path":95,"seo":96,"slug":100,"stem":101,"tags":102,"template":106,"updatedDate":90,"__hash__":107},"blogPosts/en-us/blog/pre-commit-post-deploy-is-dead.md","Pre-commit and post-deploy code reviews are dead",[7],"Aricka Flowers",{"type":9,"value":10,"toc":78},"minimark",[11,15,18,23,32,36,39,42,46,49,52,58,66,69],[12,13,14],"p",{},"Pre-commit and post-deploy reviews have been the industry standard for ensuring that code is functioning as intended. But with Git around, are these methods still needed?",[12,16,17],{},"Let’s take a step back and look at how they work.",[19,20,22],"h3",{"id":21},"pre-commit-reviews-require-that-code-is-checked-for-bugs-before-it-is-committed","Pre-commit reviews require that code is checked for bugs before it is committed",[12,24,25,26,31],{},"Our CEO Sid Sijbrandij says pre-commit reviews makes sense because new code is evaluated before it is introduced into the code base. But with distributed version control, he says, you can essentially do the same thing on Git branches. Prior to Git, branches were too pricey to use regularly in ",[27,28,30],"a",{"href":29},"/topics/version-control/","version control systems"," like Subversion.",[19,33,35],{"id":34},"post-deploy-reviews-periodically-check-for-areas-of-improvement-in-the-code-base","Post-deploy reviews periodically check for areas of improvement in the code base",[12,37,38],{},"Post-deploy reviews are typically done on a periodic basis as a way to check certain areas of the code base and decide if improvements can be made. This method doesn’t make sense, according to Sid, because \"The code has already proven itself in production ... so you’re reluctant to make changes to it.\" Additionally, the idea of occasionally reviewing your code base is not really needed:",[12,40,41],{},"\"If there's technical debt in there, at least it's not affecting other code,\" Sid explains. \"There's a certain interest you pay on technical debt, and it has to do with how much it spreads the technical debt to your code base. Code that is not doing much, meaning it's being executed but it's not changing much, well at least it's not influencing other code. You're always going to have tech debt, and you're always going to have a limited time during which you can review and fix things. Focus on the code that's active, that's probably the best place to focus.\"",[19,43,45],{"id":44},"git-branches-are-more-efficient","Git branches are more efficient",[12,47,48],{},"Using Git branches to ensure that code is safe to introduce into the code base improves efficiencies when compared to pre-commit and post-deploy reviews, says Sid, who finds the former to be hard to track.",[12,50,51],{},"\"Pre-commit code reviews were a bit awkward because you didn't have a good way to refer to it. It was in the tool, but you didn't have a SHA or definite way to refer to that version. And it was hard to know what CI it ran against because there wasn't a SHA. So by doing it post-commit, you have it in versions and it's much easier to see what you referred to. But with code review after deploy, the mindset was, 'If it works, you move on.'",[53,54,55],"blockquote",{},[12,56,57],{},"\"If you change it, there's extra risk; if you don't change it, it's extra tech debt – and you always have to choose between the two.\"",[12,59,60,61,65],{},"\"You're not going to be as vigilant to technical debt building up and it's harder to request that someone change something that’s working. If you change it, there's extra risk; if you don't change it, it's extra tech debt – and you always have to choose between the two. With pre-deploy code reviews, you don't have to make that choice …  ",[62,63,64],"span",{},"With what we have now",", I think pre-commit and post-deploy code reviews are dead, and code should be reviewed on a branch before it's deployed to production.\"",[12,67,68],{},"What do you think: Are pre-commit and post-deploy reviews a thing of the past? Tweet us @GitLab!",[12,70,71,72,77],{},"Photo by ",[27,73,76],{"href":74,"rel":75},"https://unsplash.com/photos/fPkvU7RDmCo?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText",[],"Caspar Camille Rubin"," on Unsplash",{"title":79,"searchDepth":80,"depth":80,"links":81},"",2,[82,84,85],{"id":21,"depth":83,"text":22},3,{"id":34,"depth":83,"text":35},{"id":44,"depth":83,"text":45},"engineering","2019-01-31","In a world with Git, pre-commit and post-deploy code reviews are relics that can be eliminated from your workflow.","md",null,false,"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749678861/Blog/Hero%20Images/pre-commit.jpg",{},true,"/en-us/blog/pre-commit-post-deploy-is-dead",{"title":5,"description":88,"ogTitle":5,"ogDescription":88,"noIndex":91,"ogImage":92,"ogUrl":97,"ogSiteName":98,"ogType":99,"canonicalUrls":97},"https://about.gitlab.com/blog/pre-commit-post-deploy-is-dead","https://about.gitlab.com","article","pre-commit-post-deploy-is-dead","en-us/blog/pre-commit-post-deploy-is-dead",[103,104,105],"code review","git","workflow","BlogPost","5NJCXE7fIMWvm7e3FpgrXimmARjt6nlpbmnro7iuM0U",{"logo":109,"freeTrial":114,"sales":119,"login":124,"items":129,"search":456,"minimal":487,"duo":506,"switchNav":515,"pricingDeployment":526},{"config":110},{"href":111,"dataGaName":112,"dataGaLocation":113},"/","gitlab logo","header",{"text":115,"config":116},"Get free trial",{"href":117,"dataGaName":118,"dataGaLocation":113},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":120,"config":121},"Request a demo",{"href":122,"dataGaName":123,"dataGaLocation":113},"/sales/?contact-topic=request-demo","sales",{"text":125,"config":126},"Sign in",{"href":127,"dataGaName":128,"dataGaLocation":113},"https://gitlab.com/users/sign_in/","sign in",[130,159,259,264,378,434],{"text":131,"config":132,"menu":134},"Platform",{"dataNavLevelOne":133},"platform",{"type":135,"columns":136},"cards",[137,143,151],{"title":131,"description":138,"link":139},"The intelligent orchestration platform for DevSecOps",{"text":140,"config":141},"Explore our Platform",{"href":142,"dataGaName":133,"dataGaLocation":113},"/platform/",{"title":144,"description":145,"link":146},"GitLab Duo Agent Platform","Agentic AI for the entire software lifecycle",{"text":147,"config":148},"Meet GitLab Duo",{"href":149,"dataGaName":150,"dataGaLocation":113},"/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":152,"description":153,"link":154},"Why GitLab","See the top reasons enterprises choose GitLab",{"text":155,"config":156},"Learn more",{"href":157,"dataGaName":158,"dataGaLocation":113},"/why-gitlab/","why gitlab",{"text":160,"left":94,"config":161,"menu":163},"Product",{"dataNavLevelOne":162},"solutions",{"type":164,"link":165,"columns":169,"feature":238},"lists",{"text":166,"config":167},"View all Solutions",{"href":168,"dataGaName":162,"dataGaLocation":113},"/solutions/",[170,194,217],{"title":171,"description":172,"link":173,"items":178},"Automation","CI/CD and automation to accelerate deployment",{"config":174},{"icon":175,"href":176,"dataGaName":177,"dataGaLocation":113},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[179,183,186,190],{"text":180,"config":181},"CI/CD",{"href":182,"dataGaLocation":113,"dataGaName":180},"/solutions/continuous-integration/",{"text":144,"config":184},{"href":149,"dataGaLocation":113,"dataGaName":185},"gitlab duo agent platform - product menu",{"text":187,"config":188},"Source Code Management",{"href":189,"dataGaLocation":113,"dataGaName":187},"/solutions/source-code-management/",{"text":191,"config":192},"Automated Software Delivery",{"href":176,"dataGaLocation":113,"dataGaName":193},"Automated software delivery",{"title":195,"description":196,"link":197,"items":202},"Security","Deliver code faster without compromising security",{"config":198},{"href":199,"dataGaName":200,"dataGaLocation":113,"icon":201},"/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[203,207,212],{"text":204,"config":205},"Application Security Testing",{"href":199,"dataGaName":206,"dataGaLocation":113},"Application security testing",{"text":208,"config":209},"Software Supply Chain Security",{"href":210,"dataGaLocation":113,"dataGaName":211},"/solutions/supply-chain/","Software supply chain security",{"text":213,"config":214},"Software Compliance",{"href":215,"dataGaName":216,"dataGaLocation":113},"/solutions/software-compliance/","software compliance",{"title":218,"link":219,"items":224},"Measurement",{"config":220},{"icon":221,"href":222,"dataGaName":223,"dataGaLocation":113},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[225,229,233],{"text":226,"config":227},"Visibility & Measurement",{"href":222,"dataGaLocation":113,"dataGaName":228},"Visibility and Measurement",{"text":230,"config":231},"Value Stream Management",{"href":232,"dataGaLocation":113,"dataGaName":230},"/solutions/value-stream-management/",{"text":234,"config":235},"Analytics & Insights",{"href":236,"dataGaLocation":113,"dataGaName":237},"/solutions/analytics-and-insights/","Analytics and insights",{"title":239,"type":164,"items":240},"GitLab for",[241,247,253],{"text":242,"config":243},"Enterprise",{"icon":244,"href":245,"dataGaLocation":113,"dataGaName":246},"Building","/enterprise/","enterprise",{"text":248,"config":249},"Small Business",{"icon":250,"href":251,"dataGaLocation":113,"dataGaName":252},"Work","/small-business/","small business",{"text":254,"config":255},"Public Sector",{"icon":256,"href":257,"dataGaLocation":113,"dataGaName":258},"Organization","/solutions/public-sector/","public sector",{"text":260,"config":261},"Pricing",{"href":262,"dataGaName":263,"dataGaLocation":113,"dataNavLevelOne":263},"/pricing/","pricing",{"text":265,"config":266,"menu":268},"Resources",{"dataNavLevelOne":267},"resources",{"type":164,"link":269,"columns":273,"feature":367},{"text":270,"config":271},"View all resources",{"href":272,"dataGaName":267,"dataGaLocation":113},"/resources/",[274,307,334],{"title":275,"items":276},"Getting started",[277,282,287,292,297,302],{"text":278,"config":279},"Install",{"href":280,"dataGaName":281,"dataGaLocation":113},"/install/","install",{"text":283,"config":284},"Quick start guides",{"href":285,"dataGaName":286,"dataGaLocation":113},"/get-started/","quick setup checklists",{"text":288,"config":289},"Learn",{"href":290,"dataGaLocation":113,"dataGaName":291},"https://university.gitlab.com/","learn",{"text":293,"config":294},"Product documentation",{"href":295,"dataGaName":296,"dataGaLocation":113},"https://docs.gitlab.com/","product documentation",{"text":298,"config":299},"Best practice videos",{"href":300,"dataGaName":301,"dataGaLocation":113},"/getting-started-videos/","best practice videos",{"text":303,"config":304},"Integrations",{"href":305,"dataGaName":306,"dataGaLocation":113},"/integrations/","integrations",{"title":308,"items":309},"Discover",[310,315,320,325,329],{"text":311,"config":312},"Customer success stories",{"href":313,"dataGaName":314,"dataGaLocation":113},"/customers/","customer success stories",{"text":316,"config":317},"Blog",{"href":318,"dataGaName":319,"dataGaLocation":113},"/blog/","blog",{"text":321,"config":322},"Demo Hub",{"href":323,"dataGaName":324,"dataGaLocation":113},"/demo-hub/","demo hub",{"text":326,"config":327},"The Source",{"href":328,"dataGaName":319,"dataGaLocation":113},"/the-source/",{"text":330,"config":331},"Remote",{"href":332,"dataGaName":333,"dataGaLocation":113},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":335,"items":336},"Connect",[337,342,347,352,357,362],{"text":338,"config":339},"GitLab Services",{"href":340,"dataGaName":341,"dataGaLocation":113},"/services/","services",{"text":343,"config":344},"Contribute",{"href":345,"dataGaName":346,"dataGaLocation":113},"https://contributors.gitlab.com","contribute",{"text":348,"config":349},"Community",{"href":350,"dataGaName":351,"dataGaLocation":113},"/community/","community",{"text":353,"config":354},"Forum",{"href":355,"dataGaName":356,"dataGaLocation":113},"https://forum.gitlab.com/","forum",{"text":358,"config":359},"Events",{"href":360,"dataGaName":361,"dataGaLocation":113},"/events/","events",{"text":363,"config":364},"Partners",{"href":365,"dataGaName":366,"dataGaLocation":113},"/partners/","partners",{"config":368,"title":371,"text":372,"link":373},{"background":369,"textColor":370},"url('https://res.cloudinary.com/about-gitlab-com/image/upload/v1777322348/qpq8yrgn8knii57omj0c.png')","#000","What’s new in GitLab","Stay updated with our latest features and improvements.",{"text":374,"config":375},"Read the latest",{"href":376,"dataGaName":377,"dataGaLocation":113},"/whats-new/","whats new",{"text":379,"config":380,"menu":382},"Company",{"dataNavLevelOne":381},"company",{"type":164,"columns":383},[384],{"items":385},[386,391,397,399,404,409,414,419,424,429],{"text":387,"config":388},"About",{"href":389,"dataGaName":390,"dataGaLocation":113},"/company/","about",{"text":392,"config":393,"footerGa":396},"Jobs",{"href":394,"dataGaName":395,"dataGaLocation":113},"/jobs/","jobs",{"dataGaName":395},{"text":358,"config":398},{"href":360,"dataGaName":361,"dataGaLocation":113},{"text":400,"config":401},"Leadership",{"href":402,"dataGaName":403,"dataGaLocation":113},"/company/team/e-group/","leadership",{"text":405,"config":406},"Handbook",{"href":407,"dataGaName":408,"dataGaLocation":113},"https://handbook.gitlab.com/","handbook",{"text":410,"config":411},"Investor relations",{"href":412,"dataGaName":413,"dataGaLocation":113},"https://ir.gitlab.com/overview/default.aspx","investor relations",{"text":415,"config":416},"Trust Center",{"href":417,"dataGaName":418,"dataGaLocation":113},"/security/","trust center",{"text":420,"config":421},"AI Transparency Center",{"href":422,"dataGaName":423,"dataGaLocation":113},"/ai-transparency-center/","ai transparency center",{"text":425,"config":426},"Newsletter",{"href":427,"dataGaName":428,"dataGaLocation":113},"/company/contact/#contact-forms","newsletter",{"text":430,"config":431},"Press",{"href":432,"dataGaName":433,"dataGaLocation":113},"/press/","press",{"text":435,"config":436,"menu":437},"Contact us",{"dataNavLevelOne":381},{"type":164,"columns":438},[439],{"items":440},[441,446,451],{"text":442,"config":443},"Talk to sales",{"href":444,"dataGaName":445,"dataGaLocation":113},"/sales/","talk to sales",{"text":447,"config":448},"Support portal",{"href":449,"dataGaName":450,"dataGaLocation":113},"https://support.gitlab.com/hc/en-us","support portal",{"text":452,"config":453},"Customer portal",{"href":454,"dataGaName":455,"dataGaLocation":113},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":457,"login":458,"suggestions":465},"Close",{"text":459,"link":460},"To search repositories and projects, login to",{"text":461,"config":462},"gitlab.com",{"href":127,"dataGaName":463,"dataGaLocation":464},"search login","search",{"text":466,"default":467},"Suggestions",[468,470,474,476,480,484],{"text":144,"config":469},{"href":149,"dataGaName":144,"dataGaLocation":464},{"text":471,"config":472},"Code Suggestions (AI)",{"href":473,"dataGaName":471,"dataGaLocation":464},"/solutions/code-suggestions/",{"text":180,"config":475},{"href":182,"dataGaName":180,"dataGaLocation":464},{"text":477,"config":478},"GitLab on AWS",{"href":479,"dataGaName":477,"dataGaLocation":464},"/partners/technology-partners/aws/",{"text":481,"config":482},"GitLab on Google Cloud",{"href":483,"dataGaName":481,"dataGaLocation":464},"/partners/technology-partners/google-cloud-platform/",{"text":485,"config":486},"Why GitLab?",{"href":157,"dataGaName":485,"dataGaLocation":464},{"freeTrial":488,"mobileIcon":493,"desktopIcon":498,"secondaryButton":501},{"text":489,"config":490},"Start free trial",{"href":491,"dataGaName":118,"dataGaLocation":492},"https://gitlab.com/-/trials/new/","nav",{"altText":494,"config":495},"Gitlab Icon",{"src":496,"dataGaName":497,"dataGaLocation":492},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":494,"config":499},{"src":500,"dataGaName":497,"dataGaLocation":492},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":502,"config":503},"Get Started",{"href":504,"dataGaName":505,"dataGaLocation":492},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/get-started/","get started",{"freeTrial":507,"mobileIcon":511,"desktopIcon":513},{"text":508,"config":509},"Learn more about GitLab Duo",{"href":149,"dataGaName":510,"dataGaLocation":492},"gitlab duo",{"altText":494,"config":512},{"src":496,"dataGaName":497,"dataGaLocation":492},{"altText":494,"config":514},{"src":500,"dataGaName":497,"dataGaLocation":492},{"button":516,"mobileIcon":521,"desktopIcon":523},{"text":517,"config":518},"/switch",{"href":519,"dataGaName":520,"dataGaLocation":492},"#contact","switch",{"altText":494,"config":522},{"src":496,"dataGaName":497,"dataGaLocation":492},{"altText":494,"config":524},{"src":525,"dataGaName":497,"dataGaLocation":492},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1773335277/ohhpiuoxoldryzrnhfrh.png",{"freeTrial":527,"mobileIcon":532,"desktopIcon":534},{"text":528,"config":529},"Back to pricing",{"href":262,"dataGaName":530,"dataGaLocation":492,"icon":531},"back to pricing","GoBack",{"altText":494,"config":533},{"src":496,"dataGaName":497,"dataGaLocation":492},{"altText":494,"config":535},{"src":500,"dataGaName":497,"dataGaLocation":492},{"title":537,"titleMobile":538,"button":539,"config":544},"Duo Agent Platform delivers 400% ROI, per new Forrester Consulting study.","400% ROI: Forrester TEI for GitLab Duo",{"text":155,"config":540},{"href":541,"dataGaName":542,"dataGaLocation":543},"https://about.gitlab.com/blog/gitlab-duo-agent-platform-delivers-400-percent-roi/","forrester-tei-dap-banner","global-banner",{"layout":545,"disabled":91},"release",{"data":547},{"text":548,"source":549,"edit":555,"contribute":560,"config":565,"items":570,"minimal":779},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":550,"config":551},"View page source",{"href":552,"dataGaName":553,"dataGaLocation":554},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":556,"config":557},"Edit this page",{"href":558,"dataGaName":559,"dataGaLocation":554},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":561,"config":562},"Please contribute",{"href":563,"dataGaName":564,"dataGaLocation":554},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":566,"facebook":567,"youtube":568,"linkedin":569},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[571,618,671,715,747],{"title":260,"links":572,"subMenu":587},[573,577,582],{"text":574,"config":575},"View plans",{"href":262,"dataGaName":576,"dataGaLocation":554},"view plans",{"text":578,"config":579},"Why Premium?",{"href":580,"dataGaName":581,"dataGaLocation":554},"/pricing/premium/","why premium",{"text":583,"config":584},"Why Ultimate?",{"href":585,"dataGaName":586,"dataGaLocation":554},"/pricing/ultimate/","why ultimate",[588],{"title":589,"links":590},"Contact Us",[591,594,596,598,603,608,613],{"text":592,"config":593},"Contact sales",{"href":444,"dataGaName":123,"dataGaLocation":554},{"text":447,"config":595},{"href":449,"dataGaName":450,"dataGaLocation":554},{"text":452,"config":597},{"href":454,"dataGaName":455,"dataGaLocation":554},{"text":599,"config":600},"Status",{"href":601,"dataGaName":602,"dataGaLocation":554},"https://status.gitlab.com/","status",{"text":604,"config":605},"Terms of use",{"href":606,"dataGaName":607,"dataGaLocation":554},"/terms/","terms of use",{"text":609,"config":610},"Privacy statement",{"href":611,"dataGaName":612,"dataGaLocation":554},"/privacy/","privacy statement",{"text":614,"config":615},"Cookie preferences",{"dataGaName":616,"dataGaLocation":554,"id":617,"isOneTrustButton":94},"cookie preferences","ot-sdk-btn",{"title":160,"links":619,"subMenu":628},[620,624],{"text":621,"config":622},"DevSecOps platform",{"href":142,"dataGaName":623,"dataGaLocation":554},"devsecops platform",{"text":625,"config":626},"AI-Assisted Development",{"href":149,"dataGaName":627,"dataGaLocation":554},"ai-assisted development",[629],{"title":630,"links":631},"Topics",[632,637,642,647,651,656,661,666],{"text":633,"config":634},"CICD",{"href":635,"dataGaName":636,"dataGaLocation":554},"/topics/ci-cd/","cicd",{"text":638,"config":639},"GitOps",{"href":640,"dataGaName":641,"dataGaLocation":554},"/topics/gitops/","gitops",{"text":643,"config":644},"DevOps",{"href":645,"dataGaName":646,"dataGaLocation":554},"/topics/devops/","devops",{"text":648,"config":649},"Version Control",{"href":29,"dataGaName":650,"dataGaLocation":554},"version control",{"text":652,"config":653},"DevSecOps",{"href":654,"dataGaName":655,"dataGaLocation":554},"/topics/devsecops/","devsecops",{"text":657,"config":658},"Cloud Native",{"href":659,"dataGaName":660,"dataGaLocation":554},"/topics/cloud-native/","cloud native",{"text":662,"config":663},"AI for Coding",{"href":664,"dataGaName":665,"dataGaLocation":554},"/topics/devops/ai-for-coding/","ai for coding",{"text":667,"config":668},"Agentic AI",{"href":669,"dataGaName":670,"dataGaLocation":554},"/topics/agentic-ai/","agentic ai",{"title":672,"links":673},"Solutions",[674,676,678,683,687,690,694,697,699,702,705,710],{"text":204,"config":675},{"href":199,"dataGaName":204,"dataGaLocation":554},{"text":193,"config":677},{"href":176,"dataGaName":177,"dataGaLocation":554},{"text":679,"config":680},"Agile development",{"href":681,"dataGaName":682,"dataGaLocation":554},"/solutions/agile-delivery/","agile delivery",{"text":684,"config":685},"SCM",{"href":189,"dataGaName":686,"dataGaLocation":554},"source code management",{"text":633,"config":688},{"href":182,"dataGaName":689,"dataGaLocation":554},"continuous integration & delivery",{"text":691,"config":692},"Value stream management",{"href":232,"dataGaName":693,"dataGaLocation":554},"value stream management",{"text":638,"config":695},{"href":696,"dataGaName":641,"dataGaLocation":554},"/solutions/gitops/",{"text":242,"config":698},{"href":245,"dataGaName":246,"dataGaLocation":554},{"text":700,"config":701},"Small business",{"href":251,"dataGaName":252,"dataGaLocation":554},{"text":703,"config":704},"Public sector",{"href":257,"dataGaName":258,"dataGaLocation":554},{"text":706,"config":707},"Education",{"href":708,"dataGaName":709,"dataGaLocation":554},"/solutions/education/","education",{"text":711,"config":712},"Financial services",{"href":713,"dataGaName":714,"dataGaLocation":554},"/solutions/finance/","financial services",{"title":265,"links":716},[717,719,721,723,726,728,731,733,735,737,739,741,743,745],{"text":278,"config":718},{"href":280,"dataGaName":281,"dataGaLocation":554},{"text":283,"config":720},{"href":285,"dataGaName":286,"dataGaLocation":554},{"text":288,"config":722},{"href":290,"dataGaName":291,"dataGaLocation":554},{"text":293,"config":724},{"href":295,"dataGaName":725,"dataGaLocation":554},"docs",{"text":316,"config":727},{"href":318,"dataGaName":319,"dataGaLocation":554},{"text":729,"config":730},"What's new",{"href":376,"dataGaName":377,"dataGaLocation":554},{"text":311,"config":732},{"href":313,"dataGaName":314,"dataGaLocation":554},{"text":330,"config":734},{"href":332,"dataGaName":333,"dataGaLocation":554},{"text":338,"config":736},{"href":340,"dataGaName":341,"dataGaLocation":554},{"text":343,"config":738},{"href":345,"dataGaName":346,"dataGaLocation":554},{"text":348,"config":740},{"href":350,"dataGaName":351,"dataGaLocation":554},{"text":353,"config":742},{"href":355,"dataGaName":356,"dataGaLocation":554},{"text":358,"config":744},{"href":360,"dataGaName":361,"dataGaLocation":554},{"text":363,"config":746},{"href":365,"dataGaName":366,"dataGaLocation":554},{"title":379,"links":748},[749,751,753,755,757,759,763,768,770,772,774],{"text":387,"config":750},{"href":389,"dataGaName":381,"dataGaLocation":554},{"text":392,"config":752},{"href":394,"dataGaName":395,"dataGaLocation":554},{"text":400,"config":754},{"href":402,"dataGaName":403,"dataGaLocation":554},{"text":405,"config":756},{"href":407,"dataGaName":408,"dataGaLocation":554},{"text":410,"config":758},{"href":412,"dataGaName":413,"dataGaLocation":554},{"text":760,"config":761},"Sustainability",{"href":762,"dataGaName":760,"dataGaLocation":554},"/sustainability/",{"text":764,"config":765},"Diversity, inclusion and belonging (DIB)",{"href":766,"dataGaName":767,"dataGaLocation":554},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":415,"config":769},{"href":417,"dataGaName":418,"dataGaLocation":554},{"text":425,"config":771},{"href":427,"dataGaName":428,"dataGaLocation":554},{"text":430,"config":773},{"href":432,"dataGaName":433,"dataGaLocation":554},{"text":775,"config":776},"Modern Slavery Transparency Statement",{"href":777,"dataGaName":778,"dataGaLocation":554},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":780},[781,784,787],{"text":782,"config":783},"Terms",{"href":606,"dataGaName":607,"dataGaLocation":554},{"text":785,"config":786},"Cookies",{"dataGaName":616,"dataGaLocation":554,"id":617,"isOneTrustButton":94},{"text":788,"config":789},"Privacy",{"href":611,"dataGaName":612,"dataGaLocation":554},[791],{"id":792,"title":7,"body":90,"config":793,"content":795,"description":90,"extension":798,"meta":799,"navigation":94,"path":800,"seo":801,"stem":802,"__hash__":803},"blogAuthors/en-us/blog/authors/aricka-flowers.yml",{"template":794},"BlogAuthor",{"name":7,"config":796},{"headshot":79,"ctfId":797},"atflowers","yml",{},"/en-us/blog/authors/aricka-flowers",{},"en-us/blog/authors/aricka-flowers","4La_8bR0fSJiW2Vy7myTWcHafEsKzZJ9FFQPvglRQeg",[805,814,822],{"title":806,"description":807,"heroImage":808,"category":86,"date":809,"authors":810,"slug":813,"externalUrl":90},"Confidential AI for GitLab Self-Hosted","Give developers AI coding agents in GitLab Duo without source code leaving a hardware-encrypted boundary — no GPUs needed.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1773866173/vte9qh8rriznvyclhkes.png","2026-08-06",[811,812],"Mathias Ewald","Martin Paloncy, Edgeless Systems","confidential-ai-for-gitlab-self-hosted",{"title":815,"description":816,"heroImage":817,"category":86,"date":818,"authors":819,"slug":821,"externalUrl":90},"Green DevOps: Why carbon measurement belongs in your CI/CD pipeline","CI/CD pipelines have a hidden carbon cost. Here's why measuring it matters, and how you can get started with Eco CI and Carmen in GitLab.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1765809212/noh0mdfn9o94ry9ykura.png","2026-07-09",[820],"Lysanne Pinto","green-devops-carbon-measurement-cicd-pipeline",{"title":823,"description":824,"heroImage":825,"category":86,"date":826,"authors":827,"slug":829,"externalUrl":90},"How to build CI/CD observability at scale","This practical guide to GitLab pipeline analytics helps self-managed users gain operational insights using Prometheus and Grafana.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1774465167/n5hlvrsrheadeccyr1oz.png","2026-04-28",[828],"Paul Meresanu","how-to-build-ci-cd-observability-at-scale",{"promotions":831},[832,846,858,870],{"id":833,"categories":834,"header":836,"text":837,"button":838,"image":843},"ai-modernization",[835],"ai","Is AI achieving its promise at scale?","Quiz will take 5 minutes or less",{"text":839,"config":840},"Get your AI maturity score",{"href":841,"dataGaName":842,"dataGaLocation":319},"/assessments/ai-modernization-assessment/","modernization assessment",{"config":844},{"src":845},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/qix0m7kwnd8x2fh1zq49.png",{"id":847,"categories":848,"header":850,"text":837,"button":851,"image":855},"devops-modernization",[849,655],"product","Are you just managing tools or shipping innovation?",{"text":852,"config":853},"Get your DevOps maturity score",{"href":854,"dataGaName":842,"dataGaLocation":319},"/assessments/devops-modernization-assessment/",{"config":856},{"src":857},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138785/eg818fmakweyuznttgid.png",{"id":859,"categories":860,"header":862,"text":837,"button":863,"image":867},"security-modernization",[861],"security","Are you trading speed for security?",{"text":864,"config":865},"Get your security maturity score",{"href":866,"dataGaName":842,"dataGaLocation":319},"/assessments/security-modernization-assessment/",{"config":868},{"src":869},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/p4pbqd9nnjejg5ds6mdk.png",{"id":871,"paths":872,"header":875,"text":876,"button":877,"image":882},"github-azure-migration",[873,874],"migration-from-azure-devops-to-gitlab","integrating-azure-devops-scm-and-gitlab","Is your team ready for GitHub's Azure move?","GitHub is already rebuilding around Azure. Find out what it means for you.",{"text":878,"config":879},"See how GitLab compares to GitHub",{"href":880,"dataGaName":881,"dataGaLocation":319},"/compare/gitlab-vs-github/github-azure-migration/","github azure migration",{"config":883},{"src":857},{"header":885,"blurb":886,"button":887,"secondaryButton":892},"Start building faster today","See what your team can do with the intelligent orchestration platform for DevSecOps.\n",{"text":888,"config":889},"Get your free trial",{"href":890,"dataGaName":118,"dataGaLocation":891},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":592,"config":893},{"href":444,"dataGaName":123,"dataGaLocation":891},1786803772290]