[{"data":1,"prerenderedAt":1142},["ShallowReactive",2],{"/blog/deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration":3,"navigation-en-us":344,"banner-en-us":770,"footer-en-us":780,"blog-post-authors-en-us-Sarah Matthies|Noah Ing":1025,"blog-related-posts-en-us-deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration":1052,"blog-promotions-en-us":1078,"next-steps-en-us":1132},{"id":4,"title":5,"authors":6,"body":9,"category":320,"date":321,"description":322,"extension":323,"externalUrl":324,"faq":324,"featured":325,"heroImage":326,"meta":327,"navigation":325,"path":328,"seo":329,"slug":334,"stem":335,"tags":336,"template":342,"updatedDate":324,"__hash__":343},"blogPosts/en-us/blog/deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration.md","Deploy a NodeJS Express app with GitLab's Cloud Run integration",[7,8],"Sarah Matthies","Noah Ing",{"type":10,"value":11,"toc":304},"minimark",[12,16,19,24,46,50,64,68,73,81,88,92,100,117,123,127,134,140,143,149,156,162,165,171,190,196,200,206,209,215,222,228,235,241,245,256,266,276,282,285,293],[13,14,15],"p",{},"Are you looking to deploy your NodeJS app to Google Cloud with the least maintenance possible? This tutorial will show you how to utilize GitLab’s Google Cloud integration to deploy your NodeJS app in less than 10 minutes.",[13,17,18],{},"Traditionally, deploying an application often requires assistance from production or DevOps engineers. This integration now empowers developers to handle deployments independently. Whether you’re a solo developer or part of a large team, this setup gives everyone the ability to deploy their applications efficiently.",[20,21,23],"h2",{"id":22},"overview","Overview",[25,26,27,31,34,37,40,43],"ul",{},[28,29,30],"li",{},"Create a new project in GitLab",[28,32,33],{},"Set up your NodeJS application",[28,35,36],{},"Use the Google Cloud integration to create a Service account",[28,38,39],{},"Use the Google Cloud integration to configure Cloud Run via Merge Request",[28,41,42],{},"Enjoy your newly deployed NodeJS app",[28,44,45],{},"Follow the cleanup guide",[20,47,49],{"id":48},"prerequisites","Prerequisites",[25,51,52,55,58,61],{},[28,53,54],{},"Owner access on a Google Cloud Platform project",[28,56,57],{},"Working knowledge of JavaScript/TypeScript (not playing favorites here!)",[28,59,60],{},"Working knowledge of GitLab CI",[28,62,63],{},"10 minutes",[20,65,67],{"id":66},"step-by-step-guide","Step-by-step guide",[69,70,72],"h3",{"id":71},"_1-create-a-new-project-in-gitlab","1. Create a new project in GitLab",[13,74,75,76,80],{},"We decided to call our project ",[77,78,79],"code",{},"nodejs–express-cloud-run"," for simplicity.",[13,82,83],{},[84,85],"img",{"alt":86,"src":87},"Create a new project","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image1_aHR0cHM6_1750097905106.png",[69,89,91],{"id":90},"_2-upload-your-nodejs-app-or-use-this-example-to-get-started","2. Upload your NodeJS app or use this example to get started.",[13,93,94],{},[95,96,99],"a",{"href":97,"rel":98},"https://gitlab.com/demos/templates/nodejs-cloud-run",[],"Demo",[13,101,102,106,107,110,111,116],{},[103,104,105],"strong",{},"Note:"," Make sure to include the ",[77,108,109],{},"cloud-run"," ",[95,112,115],{"href":113,"rel":114},"https://gitlab.com/gitlab-org/incubation-engineering/five-minute-production/library/-/raw/main/gcp/cloud-run.gitlab-ci.yml",[],"CI template"," within your project.",[13,118,119],{},[84,120],{"alt":121,"src":122},"cloud-run CI template include","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image6_aHR0cHM6_1750097905107.png",[69,124,126],{"id":125},"_3-use-the-google-cloud-integration-to-create-a-service-account","3. Use the Google Cloud integration to create a Service account.",[13,128,129,130,133],{},"Navigate to ",[103,131,132],{},"Operate > Google Cloud > Create Service account",".",[13,135,136],{},[84,137],{"alt":138,"src":139},"Create Service account screen","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image10_aHR0cHM6_1750097905109.png",[13,141,142],{},"Also configure the region you would like the Cloud Run instance deployed to.",[13,144,145],{},[84,146],{"alt":147,"src":148},"Cloud Run instance deployment region selection","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image2_aHR0cHM6_1750097905113.png",[69,150,152,153,133],{"id":151},"_4-go-to-the-deployments-tab-and-use-the-google-cloud-integration-to-configure-cloud-run-via-merge-request","4. Go to the Deployments tab and use the Google Cloud integration to configure ",[103,154,155],{},"Cloud Run via Merge Request",[13,157,158],{},[84,159],{"alt":160,"src":161},"Deployments - Configuration of Cloud Run via Merge Request","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image5_aHR0cHM6_1750097905115.png",[13,163,164],{},"This will open a merge request – immediately merge it.",[13,166,167],{},[84,168],{"alt":169,"src":170},"Merge request for deployment","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image8_aHR0cHM6_1750097905117.png",[13,172,173,110,175,178,179,178,182,185,186,189],{},[103,174,105],{},[77,176,177],{},"GCP_PROJECT_ID",", ",[77,180,181],{},"GCP_REGION",[77,183,184],{},"GCP_SERVICE_ACCOUNT",", and ",[77,187,188],{},"GCP_SERVICE_ACCOUNT_KEY"," will all be automatically populated from the previous steps.",[13,191,192],{},[84,193],{"alt":194,"src":195},"Variables listing","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image4_aHR0cHM6_1750097905118.png",[69,197,199],{"id":198},"_5-voila-check-your-pipeline-and-you-will-see-you-have-successfully-deployed-to-google-cloud-run-using-gitlab-ci","5. Voila! Check your pipeline and you will see you have successfully deployed to Google Cloud Run using GitLab CI.",[13,201,202],{},[84,203],{"alt":204,"src":205},"Successful deployment to Google Cloud Run","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image3_aHR0cHM6_1750097905119.png",[13,207,208],{},"Click the Service URL to view your newly deployed Node server.",[13,210,211],{},[84,212],{"alt":213,"src":214},"View newly deployed Node server","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image7_aHR0cHM6_1750097905120.png",[13,216,217,218,221],{},"In addition, you can navigate to ",[103,219,220],{},"Operate > Environments"," to see a list of deployments for your environments.",[13,223,224],{},[84,225],{"alt":226,"src":227},"Environments view of deployment list","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image12_aHR0cHM6_1750097905121.png",[13,229,230,231,234],{},"By clicking on the environment called ",[77,232,233],{},"main",", you’ll be able to view a complete list of deployments specific to that environment.",[13,236,237],{},[84,238],{"alt":239,"src":240},"Main view of deployments to specific environment","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image9_aHR0cHM6_1750097905122.png",[69,242,244],{"id":243},"_6-next-steps","6. Next steps",[13,246,247,248,251,252,255],{},"To get started with developing your Node application, try adding another endpoint. For instance, in your ",[77,249,250],{},"index.js"," file, you can add a ",[103,253,254],{},"/bye"," endpoint as shown below:",[257,258,264],"pre",{"className":259,"code":261,"language":262,"meta":263},[260],"language-text","app.get('/bye', (req, res) => {\n  res.send(`Have a great day! See you!`);\n});\n","text","",[77,265,261],{"__ignoreMap":263},[13,267,268,269,272,273,275],{},"Push the changes to the repo, and watch the ",[77,270,271],{},"deploy-to-cloud-run"," job deploy the updates. Once it’s complete, go back to the Service URL and navigate to the ",[103,274,254],{}," endpoint to see the new functionality in action.",[13,277,278],{},[84,279],{"alt":280,"src":281},"Bye message","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097905/Blog/Content%20Images/Blog/Content%20Images/image11_aHR0cHM6_1750097905123.png",[20,283,45],{"id":284},"follow-the-cleanup-guide",[13,286,287,288,133],{},"To prevent incurring charges on your Google Cloud account for the resources used in this tutorial, you can either delete the specific resources or delete the entire Google Cloud project. For detailed instructions, refer to the ",[95,289,292],{"href":290,"rel":291},"https://docs.gitlab.com/tutorials/create_and_deploy_web_service_with_google_cloud_run_component/#clean-up",[],"cleanup guide here",[294,295,296],"blockquote",{},[13,297,298,299,133],{},"Read more of these helpful ",[95,300,303],{"href":301,"rel":302},"https://about.gitlab.com/blog/tags/solutions-architecture/",[],"tutorials from GitLab solutions architects",{"title":263,"searchDepth":305,"depth":305,"links":306},2,[307,308,309,319],{"id":22,"depth":305,"text":23},{"id":48,"depth":305,"text":49},{"id":66,"depth":305,"text":67,"children":310},[311,313,314,315,317,318],{"id":71,"depth":312,"text":72},3,{"id":90,"depth":312,"text":91},{"id":125,"depth":312,"text":126},{"id":151,"depth":312,"text":316},"4. Go to the Deployments tab and use the Google Cloud integration to configure Cloud Run via Merge Request.",{"id":198,"depth":312,"text":199},{"id":243,"depth":312,"text":244},{"id":284,"depth":305,"text":45},"engineering","2025-01-13","This tutorial will show you how to use NodeJS and Express to deploy an application to Google Cloud. This step-by-step guide will have you up and running in less than 10 minutes with the Cloud Run integration.","md",null,true,"https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097892/Blog/Hero%20Images/Blog/Hero%20Images/speedlights_speedlights.png_1750097891963.png",{},"/en-us/blog/deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration",{"title":5,"description":322,"ogTitle":5,"ogDescription":322,"noIndex":330,"ogImage":326,"ogUrl":331,"ogSiteName":332,"ogType":333,"canonicalUrls":331},false,"https://about.gitlab.com/blog/deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration","https://about.gitlab.com","article","deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration","en-us/blog/deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration",[337,338,339,340,341],"CI/CD","google","integrations","solutions architecture","tutorial","BlogPost","2cUDDP4Qsi-CG8oCeNOtLOjv3s-Hp3uMzjMlfqLKf3g",{"logo":345,"freeTrial":350,"sales":355,"login":360,"items":365,"search":690,"minimal":721,"duo":740,"switchNav":749,"pricingDeployment":760},{"config":346},{"href":347,"dataGaName":348,"dataGaLocation":349},"/","gitlab logo","header",{"text":351,"config":352},"Get free trial",{"href":353,"dataGaName":354,"dataGaLocation":349},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":356,"config":357},"Request a demo",{"href":358,"dataGaName":359,"dataGaLocation":349},"/sales/?contact-topic=request-demo","sales",{"text":361,"config":362},"Sign in",{"href":363,"dataGaName":364,"dataGaLocation":349},"https://gitlab.com/users/sign_in/","sign in",[366,395,494,499,612,668],{"text":367,"config":368,"menu":370},"Platform",{"dataNavLevelOne":369},"platform",{"type":371,"columns":372},"cards",[373,379,387],{"title":367,"description":374,"link":375},"The intelligent orchestration platform for DevSecOps",{"text":376,"config":377},"Explore our Platform",{"href":378,"dataGaName":369,"dataGaLocation":349},"/platform/",{"title":380,"description":381,"link":382},"GitLab Duo Agent Platform","Agentic AI for the entire software lifecycle",{"text":383,"config":384},"Meet GitLab Duo",{"href":385,"dataGaName":386,"dataGaLocation":349},"/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":388,"description":389,"link":390},"Why GitLab","See the top reasons enterprises choose GitLab",{"text":391,"config":392},"Learn more",{"href":393,"dataGaName":394,"dataGaLocation":349},"/why-gitlab/","why gitlab",{"text":396,"left":325,"config":397,"menu":399},"Product",{"dataNavLevelOne":398},"solutions",{"type":400,"link":401,"columns":405,"feature":473},"lists",{"text":402,"config":403},"View all Solutions",{"href":404,"dataGaName":398,"dataGaLocation":349},"/solutions/",[406,429,452],{"title":407,"description":408,"link":409,"items":414},"Automation","CI/CD and automation to accelerate deployment",{"config":410},{"icon":411,"href":412,"dataGaName":413,"dataGaLocation":349},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[415,418,421,425],{"text":337,"config":416},{"href":417,"dataGaLocation":349,"dataGaName":337},"/solutions/continuous-integration/",{"text":380,"config":419},{"href":385,"dataGaLocation":349,"dataGaName":420},"gitlab duo agent platform - product menu",{"text":422,"config":423},"Source Code Management",{"href":424,"dataGaLocation":349,"dataGaName":422},"/solutions/source-code-management/",{"text":426,"config":427},"Automated Software Delivery",{"href":412,"dataGaLocation":349,"dataGaName":428},"Automated software delivery",{"title":430,"description":431,"link":432,"items":437},"Security","Deliver code faster without compromising security",{"config":433},{"href":434,"dataGaName":435,"dataGaLocation":349,"icon":436},"/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[438,442,447],{"text":439,"config":440},"Application Security Testing",{"href":434,"dataGaName":441,"dataGaLocation":349},"Application security testing",{"text":443,"config":444},"Software Supply Chain Security",{"href":445,"dataGaLocation":349,"dataGaName":446},"/solutions/supply-chain/","Software supply chain security",{"text":448,"config":449},"Software Compliance",{"href":450,"dataGaName":451,"dataGaLocation":349},"/solutions/software-compliance/","software compliance",{"title":453,"link":454,"items":459},"Measurement",{"config":455},{"icon":456,"href":457,"dataGaName":458,"dataGaLocation":349},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[460,464,468],{"text":461,"config":462},"Visibility & Measurement",{"href":457,"dataGaLocation":349,"dataGaName":463},"Visibility and Measurement",{"text":465,"config":466},"Value Stream Management",{"href":467,"dataGaLocation":349,"dataGaName":465},"/solutions/value-stream-management/",{"text":469,"config":470},"Analytics & Insights",{"href":471,"dataGaLocation":349,"dataGaName":472},"/solutions/analytics-and-insights/","Analytics and insights",{"title":474,"type":400,"items":475},"GitLab for",[476,482,488],{"text":477,"config":478},"Enterprise",{"icon":479,"href":480,"dataGaLocation":349,"dataGaName":481},"Building","/enterprise/","enterprise",{"text":483,"config":484},"Small Business",{"icon":485,"href":486,"dataGaLocation":349,"dataGaName":487},"Work","/small-business/","small business",{"text":489,"config":490},"Public Sector",{"icon":491,"href":492,"dataGaLocation":349,"dataGaName":493},"Organization","/solutions/public-sector/","public sector",{"text":495,"config":496},"Pricing",{"href":497,"dataGaName":498,"dataGaLocation":349,"dataNavLevelOne":498},"/pricing/","pricing",{"text":500,"config":501,"menu":503},"Resources",{"dataNavLevelOne":502},"resources",{"type":400,"link":504,"columns":508,"feature":601},{"text":505,"config":506},"View all resources",{"href":507,"dataGaName":502,"dataGaLocation":349},"/resources/",[509,541,568],{"title":510,"items":511},"Getting started",[512,517,522,527,532,537],{"text":513,"config":514},"Install",{"href":515,"dataGaName":516,"dataGaLocation":349},"/install/","install",{"text":518,"config":519},"Quick start guides",{"href":520,"dataGaName":521,"dataGaLocation":349},"/get-started/","quick setup checklists",{"text":523,"config":524},"Learn",{"href":525,"dataGaLocation":349,"dataGaName":526},"https://university.gitlab.com/","learn",{"text":528,"config":529},"Product documentation",{"href":530,"dataGaName":531,"dataGaLocation":349},"https://docs.gitlab.com/","product documentation",{"text":533,"config":534},"Best practice videos",{"href":535,"dataGaName":536,"dataGaLocation":349},"/getting-started-videos/","best practice videos",{"text":538,"config":539},"Integrations",{"href":540,"dataGaName":339,"dataGaLocation":349},"/integrations/",{"title":542,"items":543},"Discover",[544,549,554,559,563],{"text":545,"config":546},"Customer success stories",{"href":547,"dataGaName":548,"dataGaLocation":349},"/customers/","customer success stories",{"text":550,"config":551},"Blog",{"href":552,"dataGaName":553,"dataGaLocation":349},"/blog/","blog",{"text":555,"config":556},"Demo Hub",{"href":557,"dataGaName":558,"dataGaLocation":349},"/demo-hub/","demo hub",{"text":560,"config":561},"The Source",{"href":562,"dataGaName":553,"dataGaLocation":349},"/the-source/",{"text":564,"config":565},"Remote",{"href":566,"dataGaName":567,"dataGaLocation":349},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":569,"items":570},"Connect",[571,576,581,586,591,596],{"text":572,"config":573},"GitLab Services",{"href":574,"dataGaName":575,"dataGaLocation":349},"/services/","services",{"text":577,"config":578},"Contribute",{"href":579,"dataGaName":580,"dataGaLocation":349},"https://contributors.gitlab.com","contribute",{"text":582,"config":583},"Community",{"href":584,"dataGaName":585,"dataGaLocation":349},"/community/","community",{"text":587,"config":588},"Forum",{"href":589,"dataGaName":590,"dataGaLocation":349},"https://forum.gitlab.com/","forum",{"text":592,"config":593},"Events",{"href":594,"dataGaName":595,"dataGaLocation":349},"/events/","events",{"text":597,"config":598},"Partners",{"href":599,"dataGaName":600,"dataGaLocation":349},"/partners/","partners",{"config":602,"title":605,"text":606,"link":607},{"background":603,"textColor":604},"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":608,"config":609},"Read the latest",{"href":610,"dataGaName":611,"dataGaLocation":349},"/whats-new/","whats new",{"text":613,"config":614,"menu":616},"Company",{"dataNavLevelOne":615},"company",{"type":400,"columns":617},[618],{"items":619},[620,625,631,633,638,643,648,653,658,663],{"text":621,"config":622},"About",{"href":623,"dataGaName":624,"dataGaLocation":349},"/company/","about",{"text":626,"config":627,"footerGa":630},"Jobs",{"href":628,"dataGaName":629,"dataGaLocation":349},"/jobs/","jobs",{"dataGaName":629},{"text":592,"config":632},{"href":594,"dataGaName":595,"dataGaLocation":349},{"text":634,"config":635},"Leadership",{"href":636,"dataGaName":637,"dataGaLocation":349},"/company/team/e-group/","leadership",{"text":639,"config":640},"Handbook",{"href":641,"dataGaName":642,"dataGaLocation":349},"https://handbook.gitlab.com/","handbook",{"text":644,"config":645},"Investor relations",{"href":646,"dataGaName":647,"dataGaLocation":349},"https://ir.gitlab.com/overview/default.aspx","investor relations",{"text":649,"config":650},"Trust Center",{"href":651,"dataGaName":652,"dataGaLocation":349},"/security/","trust center",{"text":654,"config":655},"AI Transparency Center",{"href":656,"dataGaName":657,"dataGaLocation":349},"/ai-transparency-center/","ai transparency center",{"text":659,"config":660},"Newsletter",{"href":661,"dataGaName":662,"dataGaLocation":349},"/company/contact/#contact-forms","newsletter",{"text":664,"config":665},"Press",{"href":666,"dataGaName":667,"dataGaLocation":349},"/press/","press",{"text":669,"config":670,"menu":671},"Contact us",{"dataNavLevelOne":615},{"type":400,"columns":672},[673],{"items":674},[675,680,685],{"text":676,"config":677},"Talk to sales",{"href":678,"dataGaName":679,"dataGaLocation":349},"/sales/","talk to sales",{"text":681,"config":682},"Support portal",{"href":683,"dataGaName":684,"dataGaLocation":349},"https://support.gitlab.com/hc/en-us","support portal",{"text":686,"config":687},"Customer portal",{"href":688,"dataGaName":689,"dataGaLocation":349},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":691,"login":692,"suggestions":699},"Close",{"text":693,"link":694},"To search repositories and projects, login to",{"text":695,"config":696},"gitlab.com",{"href":363,"dataGaName":697,"dataGaLocation":698},"search login","search",{"text":700,"default":701},"Suggestions",[702,704,708,710,714,718],{"text":380,"config":703},{"href":385,"dataGaName":380,"dataGaLocation":698},{"text":705,"config":706},"Code Suggestions (AI)",{"href":707,"dataGaName":705,"dataGaLocation":698},"/solutions/code-suggestions/",{"text":337,"config":709},{"href":417,"dataGaName":337,"dataGaLocation":698},{"text":711,"config":712},"GitLab on AWS",{"href":713,"dataGaName":711,"dataGaLocation":698},"/partners/technology-partners/aws/",{"text":715,"config":716},"GitLab on Google Cloud",{"href":717,"dataGaName":715,"dataGaLocation":698},"/partners/technology-partners/google-cloud-platform/",{"text":719,"config":720},"Why GitLab?",{"href":393,"dataGaName":719,"dataGaLocation":698},{"freeTrial":722,"mobileIcon":727,"desktopIcon":732,"secondaryButton":735},{"text":723,"config":724},"Start free trial",{"href":725,"dataGaName":354,"dataGaLocation":726},"https://gitlab.com/-/trials/new/","nav",{"altText":728,"config":729},"Gitlab Icon",{"src":730,"dataGaName":731,"dataGaLocation":726},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":728,"config":733},{"src":734,"dataGaName":731,"dataGaLocation":726},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":736,"config":737},"Get Started",{"href":738,"dataGaName":739,"dataGaLocation":726},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/get-started/","get started",{"freeTrial":741,"mobileIcon":745,"desktopIcon":747},{"text":742,"config":743},"Learn more about GitLab Duo",{"href":385,"dataGaName":744,"dataGaLocation":726},"gitlab duo",{"altText":728,"config":746},{"src":730,"dataGaName":731,"dataGaLocation":726},{"altText":728,"config":748},{"src":734,"dataGaName":731,"dataGaLocation":726},{"button":750,"mobileIcon":755,"desktopIcon":757},{"text":751,"config":752},"/switch",{"href":753,"dataGaName":754,"dataGaLocation":726},"#contact","switch",{"altText":728,"config":756},{"src":730,"dataGaName":731,"dataGaLocation":726},{"altText":728,"config":758},{"src":759,"dataGaName":731,"dataGaLocation":726},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1773335277/ohhpiuoxoldryzrnhfrh.png",{"freeTrial":761,"mobileIcon":766,"desktopIcon":768},{"text":762,"config":763},"Back to pricing",{"href":497,"dataGaName":764,"dataGaLocation":726,"icon":765},"back to pricing","GoBack",{"altText":728,"config":767},{"src":730,"dataGaName":731,"dataGaLocation":726},{"altText":728,"config":769},{"src":734,"dataGaName":731,"dataGaLocation":726},{"title":771,"titleMobile":772,"button":773,"config":778},"Duo Agent Platform delivers 400% ROI, per new Forrester Consulting study.","400% ROI: Forrester TEI for GitLab Duo",{"text":391,"config":774},{"href":775,"dataGaName":776,"dataGaLocation":777},"https://about.gitlab.com/blog/gitlab-duo-agent-platform-delivers-400-percent-roi/","forrester-tei-dap-banner","global-banner",{"layout":779,"disabled":330},"release",{"data":781},{"text":782,"source":783,"edit":789,"contribute":794,"config":799,"items":804,"minimal":1014},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":784,"config":785},"View page source",{"href":786,"dataGaName":787,"dataGaLocation":788},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":790,"config":791},"Edit this page",{"href":792,"dataGaName":793,"dataGaLocation":788},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":795,"config":796},"Please contribute",{"href":797,"dataGaName":798,"dataGaLocation":788},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":800,"facebook":801,"youtube":802,"linkedin":803},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[805,852,906,950,982],{"title":495,"links":806,"subMenu":821},[807,811,816],{"text":808,"config":809},"View plans",{"href":497,"dataGaName":810,"dataGaLocation":788},"view plans",{"text":812,"config":813},"Why Premium?",{"href":814,"dataGaName":815,"dataGaLocation":788},"/pricing/premium/","why premium",{"text":817,"config":818},"Why Ultimate?",{"href":819,"dataGaName":820,"dataGaLocation":788},"/pricing/ultimate/","why ultimate",[822],{"title":823,"links":824},"Contact Us",[825,828,830,832,837,842,847],{"text":826,"config":827},"Contact sales",{"href":678,"dataGaName":359,"dataGaLocation":788},{"text":681,"config":829},{"href":683,"dataGaName":684,"dataGaLocation":788},{"text":686,"config":831},{"href":688,"dataGaName":689,"dataGaLocation":788},{"text":833,"config":834},"Status",{"href":835,"dataGaName":836,"dataGaLocation":788},"https://status.gitlab.com/","status",{"text":838,"config":839},"Terms of use",{"href":840,"dataGaName":841,"dataGaLocation":788},"/terms/","terms of use",{"text":843,"config":844},"Privacy statement",{"href":845,"dataGaName":846,"dataGaLocation":788},"/privacy/","privacy statement",{"text":848,"config":849},"Cookie preferences",{"dataGaName":850,"dataGaLocation":788,"id":851,"isOneTrustButton":325},"cookie preferences","ot-sdk-btn",{"title":396,"links":853,"subMenu":862},[854,858],{"text":855,"config":856},"DevSecOps platform",{"href":378,"dataGaName":857,"dataGaLocation":788},"devsecops platform",{"text":859,"config":860},"AI-Assisted Development",{"href":385,"dataGaName":861,"dataGaLocation":788},"ai-assisted development",[863],{"title":864,"links":865},"Topics",[866,871,876,881,886,891,896,901],{"text":867,"config":868},"CICD",{"href":869,"dataGaName":870,"dataGaLocation":788},"/topics/ci-cd/","cicd",{"text":872,"config":873},"GitOps",{"href":874,"dataGaName":875,"dataGaLocation":788},"/topics/gitops/","gitops",{"text":877,"config":878},"DevOps",{"href":879,"dataGaName":880,"dataGaLocation":788},"/topics/devops/","devops",{"text":882,"config":883},"Version Control",{"href":884,"dataGaName":885,"dataGaLocation":788},"/topics/version-control/","version control",{"text":887,"config":888},"DevSecOps",{"href":889,"dataGaName":890,"dataGaLocation":788},"/topics/devsecops/","devsecops",{"text":892,"config":893},"Cloud Native",{"href":894,"dataGaName":895,"dataGaLocation":788},"/topics/cloud-native/","cloud native",{"text":897,"config":898},"AI for Coding",{"href":899,"dataGaName":900,"dataGaLocation":788},"/topics/devops/ai-for-coding/","ai for coding",{"text":902,"config":903},"Agentic AI",{"href":904,"dataGaName":905,"dataGaLocation":788},"/topics/agentic-ai/","agentic ai",{"title":907,"links":908},"Solutions",[909,911,913,918,922,925,929,932,934,937,940,945],{"text":439,"config":910},{"href":434,"dataGaName":439,"dataGaLocation":788},{"text":428,"config":912},{"href":412,"dataGaName":413,"dataGaLocation":788},{"text":914,"config":915},"Agile development",{"href":916,"dataGaName":917,"dataGaLocation":788},"/solutions/agile-delivery/","agile delivery",{"text":919,"config":920},"SCM",{"href":424,"dataGaName":921,"dataGaLocation":788},"source code management",{"text":867,"config":923},{"href":417,"dataGaName":924,"dataGaLocation":788},"continuous integration & delivery",{"text":926,"config":927},"Value stream management",{"href":467,"dataGaName":928,"dataGaLocation":788},"value stream management",{"text":872,"config":930},{"href":931,"dataGaName":875,"dataGaLocation":788},"/solutions/gitops/",{"text":477,"config":933},{"href":480,"dataGaName":481,"dataGaLocation":788},{"text":935,"config":936},"Small business",{"href":486,"dataGaName":487,"dataGaLocation":788},{"text":938,"config":939},"Public sector",{"href":492,"dataGaName":493,"dataGaLocation":788},{"text":941,"config":942},"Education",{"href":943,"dataGaName":944,"dataGaLocation":788},"/solutions/education/","education",{"text":946,"config":947},"Financial services",{"href":948,"dataGaName":949,"dataGaLocation":788},"/solutions/finance/","financial services",{"title":500,"links":951},[952,954,956,958,961,963,966,968,970,972,974,976,978,980],{"text":513,"config":953},{"href":515,"dataGaName":516,"dataGaLocation":788},{"text":518,"config":955},{"href":520,"dataGaName":521,"dataGaLocation":788},{"text":523,"config":957},{"href":525,"dataGaName":526,"dataGaLocation":788},{"text":528,"config":959},{"href":530,"dataGaName":960,"dataGaLocation":788},"docs",{"text":550,"config":962},{"href":552,"dataGaName":553,"dataGaLocation":788},{"text":964,"config":965},"What's new",{"href":610,"dataGaName":611,"dataGaLocation":788},{"text":545,"config":967},{"href":547,"dataGaName":548,"dataGaLocation":788},{"text":564,"config":969},{"href":566,"dataGaName":567,"dataGaLocation":788},{"text":572,"config":971},{"href":574,"dataGaName":575,"dataGaLocation":788},{"text":577,"config":973},{"href":579,"dataGaName":580,"dataGaLocation":788},{"text":582,"config":975},{"href":584,"dataGaName":585,"dataGaLocation":788},{"text":587,"config":977},{"href":589,"dataGaName":590,"dataGaLocation":788},{"text":592,"config":979},{"href":594,"dataGaName":595,"dataGaLocation":788},{"text":597,"config":981},{"href":599,"dataGaName":600,"dataGaLocation":788},{"title":613,"links":983},[984,986,988,990,992,994,998,1003,1005,1007,1009],{"text":621,"config":985},{"href":623,"dataGaName":615,"dataGaLocation":788},{"text":626,"config":987},{"href":628,"dataGaName":629,"dataGaLocation":788},{"text":634,"config":989},{"href":636,"dataGaName":637,"dataGaLocation":788},{"text":639,"config":991},{"href":641,"dataGaName":642,"dataGaLocation":788},{"text":644,"config":993},{"href":646,"dataGaName":647,"dataGaLocation":788},{"text":995,"config":996},"Sustainability",{"href":997,"dataGaName":995,"dataGaLocation":788},"/sustainability/",{"text":999,"config":1000},"Diversity, inclusion and belonging (DIB)",{"href":1001,"dataGaName":1002,"dataGaLocation":788},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":649,"config":1004},{"href":651,"dataGaName":652,"dataGaLocation":788},{"text":659,"config":1006},{"href":661,"dataGaName":662,"dataGaLocation":788},{"text":664,"config":1008},{"href":666,"dataGaName":667,"dataGaLocation":788},{"text":1010,"config":1011},"Modern Slavery Transparency Statement",{"href":1012,"dataGaName":1013,"dataGaLocation":788},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":1015},[1016,1019,1022],{"text":1017,"config":1018},"Terms",{"href":840,"dataGaName":841,"dataGaLocation":788},{"text":1020,"config":1021},"Cookies",{"dataGaName":850,"dataGaLocation":788,"id":851,"isOneTrustButton":325},{"text":1023,"config":1024},"Privacy",{"href":845,"dataGaName":846,"dataGaLocation":788},[1026,1040],{"id":1027,"title":7,"body":324,"config":1028,"content":1030,"description":324,"extension":1034,"meta":1035,"navigation":325,"path":1036,"seo":1037,"stem":1038,"__hash__":1039},"blogAuthors/en-us/blog/authors/sarah-matthies.yml",{"template":1029},"BlogAuthor",{"name":7,"config":1031},{"headshot":1032,"ctfId":1033},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664405/Blog/Author%20Headshots/Screenshot_2024-11-19_at_9.50.14_AM.png","2Giv8NnS4VVAq9RsHYqHkg","yml",{},"/en-us/blog/authors/sarah-matthies",{},"en-us/blog/authors/sarah-matthies","MH8dE3jD9qd4xrtKZZ4mSGVNleDUs7qSZ-zPFenkyh8",{"id":1041,"title":8,"body":324,"config":1042,"content":1043,"description":324,"extension":1034,"meta":1047,"navigation":325,"path":1048,"seo":1049,"stem":1050,"__hash__":1051},"blogAuthors/en-us/blog/authors/noah-ing.yml",{"template":1029},{"name":8,"config":1044},{"headshot":1045,"ctfId":1046},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664410/Blog/Author%20Headshots/noahing.png","noahing",{},"/en-us/blog/authors/noah-ing",{},"en-us/blog/authors/noah-ing","NHgV_yTX8kHX01mE2SSxC6hcOMw3BCWiblr8m6csLkw",[1053,1062,1070],{"title":1054,"description":1055,"heroImage":1056,"category":320,"date":1057,"authors":1058,"slug":1061,"externalUrl":324},"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",[1059,1060],"Mathias Ewald","Martin Paloncy, Edgeless Systems","confidential-ai-for-gitlab-self-hosted",{"title":1063,"description":1064,"heroImage":1065,"category":320,"date":1066,"authors":1067,"slug":1069,"externalUrl":324},"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",[1068],"Lysanne Pinto","green-devops-carbon-measurement-cicd-pipeline",{"title":1071,"description":1072,"heroImage":1073,"category":320,"date":1074,"authors":1075,"slug":1077,"externalUrl":324},"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",[1076],"Paul Meresanu","how-to-build-ci-cd-observability-at-scale",{"promotions":1079},[1080,1094,1106,1118],{"id":1081,"categories":1082,"header":1084,"text":1085,"button":1086,"image":1091},"ai-modernization",[1083],"ai","Is AI achieving its promise at scale?","Quiz will take 5 minutes or less",{"text":1087,"config":1088},"Get your AI maturity score",{"href":1089,"dataGaName":1090,"dataGaLocation":553},"/assessments/ai-modernization-assessment/","modernization assessment",{"config":1092},{"src":1093},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/qix0m7kwnd8x2fh1zq49.png",{"id":1095,"categories":1096,"header":1098,"text":1085,"button":1099,"image":1103},"devops-modernization",[1097,890],"product","Are you just managing tools or shipping innovation?",{"text":1100,"config":1101},"Get your DevOps maturity score",{"href":1102,"dataGaName":1090,"dataGaLocation":553},"/assessments/devops-modernization-assessment/",{"config":1104},{"src":1105},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138785/eg818fmakweyuznttgid.png",{"id":1107,"categories":1108,"header":1110,"text":1085,"button":1111,"image":1115},"security-modernization",[1109],"security","Are you trading speed for security?",{"text":1112,"config":1113},"Get your security maturity score",{"href":1114,"dataGaName":1090,"dataGaLocation":553},"/assessments/security-modernization-assessment/",{"config":1116},{"src":1117},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/p4pbqd9nnjejg5ds6mdk.png",{"id":1119,"paths":1120,"header":1123,"text":1124,"button":1125,"image":1130},"github-azure-migration",[1121,1122],"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":1126,"config":1127},"See how GitLab compares to GitHub",{"href":1128,"dataGaName":1129,"dataGaLocation":553},"/compare/gitlab-vs-github/github-azure-migration/","github azure migration",{"config":1131},{"src":1105},{"header":1133,"blurb":1134,"button":1135,"secondaryButton":1140},"Start building faster today","See what your team can do with the intelligent orchestration platform for DevSecOps.\n",{"text":1136,"config":1137},"Get your free trial",{"href":1138,"dataGaName":354,"dataGaLocation":1139},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":826,"config":1141},{"href":678,"dataGaName":359,"dataGaLocation":1139},1786803766100]