[{"data":1,"prerenderedAt":952},["ShallowReactive",2],{"/blog/self-managed-support-for-code-suggestions":3,"navigation-en-us":169,"banner-en-us":597,"footer-en-us":607,"blog-post-authors-en-us-Roger Woo":850,"blog-related-posts-en-us-self-managed-support-for-code-suggestions":865,"blog-promotions-en-us":890,"next-steps-en-us":942},{"id":4,"title":5,"authors":6,"body":8,"category":147,"date":148,"description":149,"extension":150,"externalUrl":151,"faq":151,"featured":152,"heroImage":153,"meta":154,"navigation":63,"path":155,"seo":156,"slug":160,"stem":161,"tags":162,"template":167,"updatedDate":151,"__hash__":168},"blogPosts/en-us/blog/self-managed-support-for-code-suggestions.md","Self-managed support for Code Suggestions (Beta)",[7],"Roger Woo",{"type":9,"value":10,"toc":139},"minimark",[11,29,38,43,46,55,64,68,83,87,96,105,109,116,125,134],[12,13,14],"p",{},[15,16,17,18,23,24,28],"em",{},"This blog post is part of an ongoing series about GitLab's journey to ",[19,20,22],"a",{"href":21},"/blog/ai-ml-in-devsecops-series/","build and integrate AI/ML into our DevSecOps platform",". The series starts here: ",[19,25,27],{"href":26},"/blog/what-the-ml-ai/","What the ML is up with DevSecOps and AI?",". Throughout the series, we'll feature blogs from our product, engineering, and UX teams to showcase how we're infusing AI/ML into GitLab.",[12,30,31,32,37],{},"GitLab ",[19,33,36],{"href":34,"rel":35},"https://docs.gitlab.com/user/project/repository/code_suggestions/",[],"Code Suggestions (Beta)"," uses generative AI to suggest code while you’re developing. Since introduction in GitLab SaaS with 15.9, we've heard self-managed customers have wanted to use the feature. We're now bringing Code Suggestions to self-managed instances beginning with GitLab 16.1 (expected to be released June 22). Self-managed users working with VS Code or GitLab’s WebIDE can now receive code suggestions to help accelerate your development efforts while you type.",[39,40,42],"h2",{"id":41},"how-does-code-suggestions-work","How does Code Suggestions work?",[12,44,45],{},"A self-managed instance administrator must enable Code Suggestions on behalf of an organization's entire instance. Once enabled, users of that self-managed instance can authenticate their IDE to GitLab.com infrastructure using a secure handshake with the user's self-managed instance. As users type in their IDE, a context window containing relevant source code is securely transmitted to GitLab’s infrastructure, which will return an AI-generated code suggestion. GitLab does not have any visibility into a self-managed customer’s code other than what is sent to generate the Code Suggestion. GitLab does not persist any customer code sent in that context window nor train on customer data.",[12,47,48,49,54],{},"In this video, Senior Backend Engineer ",[19,50,53],{"href":51,"rel":52},"https://gitlab.com/nmilojevic1",[],"Nikola Milojevic"," demonstrates how to set up and configure GitLab’s Code Suggestions for self-managed users on VS Code.",[56,57],"iframe",{"width":58,"height":59,"src":60,"frameBorder":61,"allow":62,"allowFullScreen":63},560,315,"https://www.youtube-nocookie.com/embed/-A4amG3E49Y","0","accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture",true,[39,65,67],{"id":66},"how-code-suggestions-uses-data","How Code Suggestions uses data",[12,69,70,71,76,77,82],{},"GitLab is mindful of privacy when we design our AI-powered features. With Code Suggestions, we securely transmit the data needed to generate a code suggestion, and we process all personal data in accordance with our ",[19,72,75],{"href":73,"rel":74},"https://about.gitlab.com/privacy/",[],"privacy statement",". Our VS Code Workflow extension will securely transmit a minimal amount of data required to generate a code suggestion. GitLab does not receive any information outside of an IDE’s context. Read more about ",[19,78,81],{"href":79,"rel":80},"https://docs.gitlab.com/user/project/repository/code_suggestions/#data-privacy",[],"Code Suggestions data usage",".",[39,84,86],{"id":85},"try-code-suggestions","Try Code Suggestions",[12,88,89,90,95],{},"We will be provisioning access on a customer-by-customer basis for this initial iteration of GitLab Code Suggestions (Beta) on self-managed instances. Please leave a note in ",[19,91,94],{"href":92,"rel":93},"https://gitlab.com/gitlab-org/gitlab/-/issues/415393",[],"this issue"," tagging your Customer Success Manager for help with enabling Code Suggestions once your instance is ready.",[12,97,98,99,104],{},"Code Suggestions for self-managed instances will require GitLab 16.1. Customers may try Code Suggestions either via GitLab’s WebIDE or VS Code’s GitLab Workflow Extension (version ",[19,100,103],{"href":101,"rel":102},"https://marketplace.visualstudio.com/items?itemName=GitLab.gitlab-workflow&ssr=false#version-history",[],"3.67+",").",[39,106,108],{"id":107},"iterating-on-aiml-features","Iterating on AI/ML features",[12,110,111,112,115],{},"This is just the start of the ways we're infusing GitLab with AI/ML capabilities to help GitLab users become more efficient and effective at their jobs. We are ",[19,113,114],{"href":26},"looking across the software development lifecycle"," for painful and time-consuming tasks that are ideal for AI-assisted features. We'll continue to share these demos throughout this blog series.",[12,117,118,119,124],{},"Interested in using these AI-generated features? ",[19,120,123],{"href":121,"rel":122},"https://forms.gle/9eeUkPJauKsbLaoz5",[],"Join our waitlist"," and share your ideas.",[12,126,127,128,133],{},"Continue reading our \"",[19,129,132],{"href":130,"rel":131},"https://about.gitlab.com/blog/ai-ml-in-devsecops-series/",[],"AI/ML in DevSecOps","\" series.",[12,135,136],{},[15,137,138],{},"Disclaimer: This blog contains information related to upcoming products, features, and functionality. It is important to note that the information in this blog post is for informational purposes only. Please do not rely on this information for purchasing or planning purposes. As with all projects, the items mentioned in this blog and linked pages are subject to change or delay. The development, release, and timing of any products, features, or functionality remain at the sole discretion of GitLab.",{"title":140,"searchDepth":141,"depth":141,"links":142},"",2,[143,144,145,146],{"id":41,"depth":141,"text":42},{"id":66,"depth":141,"text":67},{"id":85,"depth":141,"text":86},{"id":107,"depth":141,"text":108},"ai","2023-06-15","Self-managed support for Code Suggestions (Beta) is coming in GitLab 16.1.","md",null,false,"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662840/Blog/Hero%20Images/ai-experiment-stars.png",{},"/en-us/blog/self-managed-support-for-code-suggestions",{"title":5,"description":149,"ogTitle":5,"ogDescription":149,"noIndex":152,"ogImage":153,"ogUrl":157,"ogSiteName":158,"ogType":159,"canonicalUrls":157},"https://about.gitlab.com/blog/self-managed-support-for-code-suggestions","https://about.gitlab.com","article","self-managed-support-for-code-suggestions","en-us/blog/self-managed-support-for-code-suggestions",[163,164,165,166],"DevSecOps","product","features","AI","BlogPost","wjLa2U2WnCgOw-rgc_E6J2SKvAHhKyh2W9Atl0_mBuE",{"logo":170,"freeTrial":175,"sales":180,"login":185,"items":190,"search":517,"minimal":548,"duo":567,"switchNav":576,"pricingDeployment":587},{"config":171},{"href":172,"dataGaName":173,"dataGaLocation":174},"/","gitlab logo","header",{"text":176,"config":177},"Get free trial",{"href":178,"dataGaName":179,"dataGaLocation":174},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":181,"config":182},"Request a demo",{"href":183,"dataGaName":184,"dataGaLocation":174},"/sales/?contact-topic=request-demo","sales",{"text":186,"config":187},"Sign in",{"href":188,"dataGaName":189,"dataGaLocation":174},"https://gitlab.com/users/sign_in/","sign in",[191,220,320,325,439,495],{"text":192,"config":193,"menu":195},"Platform",{"dataNavLevelOne":194},"platform",{"type":196,"columns":197},"cards",[198,204,212],{"title":192,"description":199,"link":200},"The intelligent orchestration platform for DevSecOps",{"text":201,"config":202},"Explore our Platform",{"href":203,"dataGaName":194,"dataGaLocation":174},"/platform/",{"title":205,"description":206,"link":207},"GitLab Duo Agent Platform","Agentic AI for the entire software lifecycle",{"text":208,"config":209},"Meet GitLab Duo",{"href":210,"dataGaName":211,"dataGaLocation":174},"/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":213,"description":214,"link":215},"Why GitLab","See the top reasons enterprises choose GitLab",{"text":216,"config":217},"Learn more",{"href":218,"dataGaName":219,"dataGaLocation":174},"/why-gitlab/","why gitlab",{"text":221,"left":63,"config":222,"menu":224},"Product",{"dataNavLevelOne":223},"solutions",{"type":225,"link":226,"columns":230,"feature":299},"lists",{"text":227,"config":228},"View all Solutions",{"href":229,"dataGaName":223,"dataGaLocation":174},"/solutions/",[231,255,278],{"title":232,"description":233,"link":234,"items":239},"Automation","CI/CD and automation to accelerate deployment",{"config":235},{"icon":236,"href":237,"dataGaName":238,"dataGaLocation":174},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[240,244,247,251],{"text":241,"config":242},"CI/CD",{"href":243,"dataGaLocation":174,"dataGaName":241},"/solutions/continuous-integration/",{"text":205,"config":245},{"href":210,"dataGaLocation":174,"dataGaName":246},"gitlab duo agent platform - product menu",{"text":248,"config":249},"Source Code Management",{"href":250,"dataGaLocation":174,"dataGaName":248},"/solutions/source-code-management/",{"text":252,"config":253},"Automated Software Delivery",{"href":237,"dataGaLocation":174,"dataGaName":254},"Automated software delivery",{"title":256,"description":257,"link":258,"items":263},"Security","Deliver code faster without compromising security",{"config":259},{"href":260,"dataGaName":261,"dataGaLocation":174,"icon":262},"/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[264,268,273],{"text":265,"config":266},"Application Security Testing",{"href":260,"dataGaName":267,"dataGaLocation":174},"Application security testing",{"text":269,"config":270},"Software Supply Chain Security",{"href":271,"dataGaLocation":174,"dataGaName":272},"/solutions/supply-chain/","Software supply chain security",{"text":274,"config":275},"Software Compliance",{"href":276,"dataGaName":277,"dataGaLocation":174},"/solutions/software-compliance/","software compliance",{"title":279,"link":280,"items":285},"Measurement",{"config":281},{"icon":282,"href":283,"dataGaName":284,"dataGaLocation":174},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[286,290,294],{"text":287,"config":288},"Visibility & Measurement",{"href":283,"dataGaLocation":174,"dataGaName":289},"Visibility and Measurement",{"text":291,"config":292},"Value Stream Management",{"href":293,"dataGaLocation":174,"dataGaName":291},"/solutions/value-stream-management/",{"text":295,"config":296},"Analytics & Insights",{"href":297,"dataGaLocation":174,"dataGaName":298},"/solutions/analytics-and-insights/","Analytics and insights",{"title":300,"type":225,"items":301},"GitLab for",[302,308,314],{"text":303,"config":304},"Enterprise",{"icon":305,"href":306,"dataGaLocation":174,"dataGaName":307},"Building","/enterprise/","enterprise",{"text":309,"config":310},"Small Business",{"icon":311,"href":312,"dataGaLocation":174,"dataGaName":313},"Work","/small-business/","small business",{"text":315,"config":316},"Public Sector",{"icon":317,"href":318,"dataGaLocation":174,"dataGaName":319},"Organization","/solutions/public-sector/","public sector",{"text":321,"config":322},"Pricing",{"href":323,"dataGaName":324,"dataGaLocation":174,"dataNavLevelOne":324},"/pricing/","pricing",{"text":326,"config":327,"menu":329},"Resources",{"dataNavLevelOne":328},"resources",{"type":225,"link":330,"columns":334,"feature":428},{"text":331,"config":332},"View all resources",{"href":333,"dataGaName":328,"dataGaLocation":174},"/resources/",[335,368,395],{"title":336,"items":337},"Getting started",[338,343,348,353,358,363],{"text":339,"config":340},"Install",{"href":341,"dataGaName":342,"dataGaLocation":174},"/install/","install",{"text":344,"config":345},"Quick start guides",{"href":346,"dataGaName":347,"dataGaLocation":174},"/get-started/","quick setup checklists",{"text":349,"config":350},"Learn",{"href":351,"dataGaLocation":174,"dataGaName":352},"https://university.gitlab.com/","learn",{"text":354,"config":355},"Product documentation",{"href":356,"dataGaName":357,"dataGaLocation":174},"https://docs.gitlab.com/","product documentation",{"text":359,"config":360},"Best practice videos",{"href":361,"dataGaName":362,"dataGaLocation":174},"/getting-started-videos/","best practice videos",{"text":364,"config":365},"Integrations",{"href":366,"dataGaName":367,"dataGaLocation":174},"/integrations/","integrations",{"title":369,"items":370},"Discover",[371,376,381,386,390],{"text":372,"config":373},"Customer success stories",{"href":374,"dataGaName":375,"dataGaLocation":174},"/customers/","customer success stories",{"text":377,"config":378},"Blog",{"href":379,"dataGaName":380,"dataGaLocation":174},"/blog/","blog",{"text":382,"config":383},"Demo Hub",{"href":384,"dataGaName":385,"dataGaLocation":174},"/demo-hub/","demo hub",{"text":387,"config":388},"The Source",{"href":389,"dataGaName":380,"dataGaLocation":174},"/the-source/",{"text":391,"config":392},"Remote",{"href":393,"dataGaName":394,"dataGaLocation":174},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":396,"items":397},"Connect",[398,403,408,413,418,423],{"text":399,"config":400},"GitLab Services",{"href":401,"dataGaName":402,"dataGaLocation":174},"/services/","services",{"text":404,"config":405},"Contribute",{"href":406,"dataGaName":407,"dataGaLocation":174},"https://contributors.gitlab.com","contribute",{"text":409,"config":410},"Community",{"href":411,"dataGaName":412,"dataGaLocation":174},"/community/","community",{"text":414,"config":415},"Forum",{"href":416,"dataGaName":417,"dataGaLocation":174},"https://forum.gitlab.com/","forum",{"text":419,"config":420},"Events",{"href":421,"dataGaName":422,"dataGaLocation":174},"/events/","events",{"text":424,"config":425},"Partners",{"href":426,"dataGaName":427,"dataGaLocation":174},"/partners/","partners",{"config":429,"title":432,"text":433,"link":434},{"background":430,"textColor":431},"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":435,"config":436},"Read the latest",{"href":437,"dataGaName":438,"dataGaLocation":174},"/whats-new/","whats new",{"text":440,"config":441,"menu":443},"Company",{"dataNavLevelOne":442},"company",{"type":225,"columns":444},[445],{"items":446},[447,452,458,460,465,470,475,480,485,490],{"text":448,"config":449},"About",{"href":450,"dataGaName":451,"dataGaLocation":174},"/company/","about",{"text":453,"config":454,"footerGa":457},"Jobs",{"href":455,"dataGaName":456,"dataGaLocation":174},"/jobs/","jobs",{"dataGaName":456},{"text":419,"config":459},{"href":421,"dataGaName":422,"dataGaLocation":174},{"text":461,"config":462},"Leadership",{"href":463,"dataGaName":464,"dataGaLocation":174},"/company/team/e-group/","leadership",{"text":466,"config":467},"Handbook",{"href":468,"dataGaName":469,"dataGaLocation":174},"https://handbook.gitlab.com/","handbook",{"text":471,"config":472},"Investor relations",{"href":473,"dataGaName":474,"dataGaLocation":174},"https://ir.gitlab.com/overview/default.aspx","investor relations",{"text":476,"config":477},"Trust Center",{"href":478,"dataGaName":479,"dataGaLocation":174},"/security/","trust center",{"text":481,"config":482},"AI Transparency Center",{"href":483,"dataGaName":484,"dataGaLocation":174},"/ai-transparency-center/","ai transparency center",{"text":486,"config":487},"Newsletter",{"href":488,"dataGaName":489,"dataGaLocation":174},"/company/contact/#contact-forms","newsletter",{"text":491,"config":492},"Press",{"href":493,"dataGaName":494,"dataGaLocation":174},"/press/","press",{"text":496,"config":497,"menu":498},"Contact us",{"dataNavLevelOne":442},{"type":225,"columns":499},[500],{"items":501},[502,507,512],{"text":503,"config":504},"Talk to sales",{"href":505,"dataGaName":506,"dataGaLocation":174},"/sales/","talk to sales",{"text":508,"config":509},"Support portal",{"href":510,"dataGaName":511,"dataGaLocation":174},"https://support.gitlab.com/hc/en-us","support portal",{"text":513,"config":514},"Customer portal",{"href":515,"dataGaName":516,"dataGaLocation":174},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":518,"login":519,"suggestions":526},"Close",{"text":520,"link":521},"To search repositories and projects, login to",{"text":522,"config":523},"gitlab.com",{"href":188,"dataGaName":524,"dataGaLocation":525},"search login","search",{"text":527,"default":528},"Suggestions",[529,531,535,537,541,545],{"text":205,"config":530},{"href":210,"dataGaName":205,"dataGaLocation":525},{"text":532,"config":533},"Code Suggestions (AI)",{"href":534,"dataGaName":532,"dataGaLocation":525},"/solutions/code-suggestions/",{"text":241,"config":536},{"href":243,"dataGaName":241,"dataGaLocation":525},{"text":538,"config":539},"GitLab on AWS",{"href":540,"dataGaName":538,"dataGaLocation":525},"/partners/technology-partners/aws/",{"text":542,"config":543},"GitLab on Google Cloud",{"href":544,"dataGaName":542,"dataGaLocation":525},"/partners/technology-partners/google-cloud-platform/",{"text":546,"config":547},"Why GitLab?",{"href":218,"dataGaName":546,"dataGaLocation":525},{"freeTrial":549,"mobileIcon":554,"desktopIcon":559,"secondaryButton":562},{"text":550,"config":551},"Start free trial",{"href":552,"dataGaName":179,"dataGaLocation":553},"https://gitlab.com/-/trials/new/","nav",{"altText":555,"config":556},"Gitlab Icon",{"src":557,"dataGaName":558,"dataGaLocation":553},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":555,"config":560},{"src":561,"dataGaName":558,"dataGaLocation":553},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":563,"config":564},"Get Started",{"href":565,"dataGaName":566,"dataGaLocation":553},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/get-started/","get started",{"freeTrial":568,"mobileIcon":572,"desktopIcon":574},{"text":569,"config":570},"Learn more about GitLab Duo",{"href":210,"dataGaName":571,"dataGaLocation":553},"gitlab duo",{"altText":555,"config":573},{"src":557,"dataGaName":558,"dataGaLocation":553},{"altText":555,"config":575},{"src":561,"dataGaName":558,"dataGaLocation":553},{"button":577,"mobileIcon":582,"desktopIcon":584},{"text":578,"config":579},"/switch",{"href":580,"dataGaName":581,"dataGaLocation":553},"#contact","switch",{"altText":555,"config":583},{"src":557,"dataGaName":558,"dataGaLocation":553},{"altText":555,"config":585},{"src":586,"dataGaName":558,"dataGaLocation":553},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1773335277/ohhpiuoxoldryzrnhfrh.png",{"freeTrial":588,"mobileIcon":593,"desktopIcon":595},{"text":589,"config":590},"Back to pricing",{"href":323,"dataGaName":591,"dataGaLocation":553,"icon":592},"back to pricing","GoBack",{"altText":555,"config":594},{"src":557,"dataGaName":558,"dataGaLocation":553},{"altText":555,"config":596},{"src":561,"dataGaName":558,"dataGaLocation":553},{"title":598,"titleMobile":599,"button":600,"config":605},"Duo Agent Platform delivers 400% ROI, per new Forrester Consulting study.","400% ROI: Forrester TEI for GitLab Duo",{"text":216,"config":601},{"href":602,"dataGaName":603,"dataGaLocation":604},"https://about.gitlab.com/blog/gitlab-duo-agent-platform-delivers-400-percent-roi/","forrester-tei-dap-banner","global-banner",{"layout":606,"disabled":152},"release",{"data":608},{"text":609,"source":610,"edit":616,"contribute":621,"config":626,"items":631,"minimal":839},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":611,"config":612},"View page source",{"href":613,"dataGaName":614,"dataGaLocation":615},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":617,"config":618},"Edit this page",{"href":619,"dataGaName":620,"dataGaLocation":615},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":622,"config":623},"Please contribute",{"href":624,"dataGaName":625,"dataGaLocation":615},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":627,"facebook":628,"youtube":629,"linkedin":630},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[632,678,731,775,807],{"title":321,"links":633,"subMenu":648},[634,638,643],{"text":635,"config":636},"View plans",{"href":323,"dataGaName":637,"dataGaLocation":615},"view plans",{"text":639,"config":640},"Why Premium?",{"href":641,"dataGaName":642,"dataGaLocation":615},"/pricing/premium/","why premium",{"text":644,"config":645},"Why Ultimate?",{"href":646,"dataGaName":647,"dataGaLocation":615},"/pricing/ultimate/","why ultimate",[649],{"title":650,"links":651},"Contact Us",[652,655,657,659,664,669,673],{"text":653,"config":654},"Contact sales",{"href":505,"dataGaName":184,"dataGaLocation":615},{"text":508,"config":656},{"href":510,"dataGaName":511,"dataGaLocation":615},{"text":513,"config":658},{"href":515,"dataGaName":516,"dataGaLocation":615},{"text":660,"config":661},"Status",{"href":662,"dataGaName":663,"dataGaLocation":615},"https://status.gitlab.com/","status",{"text":665,"config":666},"Terms of use",{"href":667,"dataGaName":668,"dataGaLocation":615},"/terms/","terms of use",{"text":670,"config":671},"Privacy statement",{"href":672,"dataGaName":75,"dataGaLocation":615},"/privacy/",{"text":674,"config":675},"Cookie preferences",{"dataGaName":676,"dataGaLocation":615,"id":677,"isOneTrustButton":63},"cookie preferences","ot-sdk-btn",{"title":221,"links":679,"subMenu":688},[680,684],{"text":681,"config":682},"DevSecOps platform",{"href":203,"dataGaName":683,"dataGaLocation":615},"devsecops platform",{"text":685,"config":686},"AI-Assisted Development",{"href":210,"dataGaName":687,"dataGaLocation":615},"ai-assisted development",[689],{"title":690,"links":691},"Topics",[692,697,702,707,712,716,721,726],{"text":693,"config":694},"CICD",{"href":695,"dataGaName":696,"dataGaLocation":615},"/topics/ci-cd/","cicd",{"text":698,"config":699},"GitOps",{"href":700,"dataGaName":701,"dataGaLocation":615},"/topics/gitops/","gitops",{"text":703,"config":704},"DevOps",{"href":705,"dataGaName":706,"dataGaLocation":615},"/topics/devops/","devops",{"text":708,"config":709},"Version Control",{"href":710,"dataGaName":711,"dataGaLocation":615},"/topics/version-control/","version control",{"text":163,"config":713},{"href":714,"dataGaName":715,"dataGaLocation":615},"/topics/devsecops/","devsecops",{"text":717,"config":718},"Cloud Native",{"href":719,"dataGaName":720,"dataGaLocation":615},"/topics/cloud-native/","cloud native",{"text":722,"config":723},"AI for Coding",{"href":724,"dataGaName":725,"dataGaLocation":615},"/topics/devops/ai-for-coding/","ai for coding",{"text":727,"config":728},"Agentic AI",{"href":729,"dataGaName":730,"dataGaLocation":615},"/topics/agentic-ai/","agentic ai",{"title":732,"links":733},"Solutions",[734,736,738,743,747,750,754,757,759,762,765,770],{"text":265,"config":735},{"href":260,"dataGaName":265,"dataGaLocation":615},{"text":254,"config":737},{"href":237,"dataGaName":238,"dataGaLocation":615},{"text":739,"config":740},"Agile development",{"href":741,"dataGaName":742,"dataGaLocation":615},"/solutions/agile-delivery/","agile delivery",{"text":744,"config":745},"SCM",{"href":250,"dataGaName":746,"dataGaLocation":615},"source code management",{"text":693,"config":748},{"href":243,"dataGaName":749,"dataGaLocation":615},"continuous integration & delivery",{"text":751,"config":752},"Value stream management",{"href":293,"dataGaName":753,"dataGaLocation":615},"value stream management",{"text":698,"config":755},{"href":756,"dataGaName":701,"dataGaLocation":615},"/solutions/gitops/",{"text":303,"config":758},{"href":306,"dataGaName":307,"dataGaLocation":615},{"text":760,"config":761},"Small business",{"href":312,"dataGaName":313,"dataGaLocation":615},{"text":763,"config":764},"Public sector",{"href":318,"dataGaName":319,"dataGaLocation":615},{"text":766,"config":767},"Education",{"href":768,"dataGaName":769,"dataGaLocation":615},"/solutions/education/","education",{"text":771,"config":772},"Financial services",{"href":773,"dataGaName":774,"dataGaLocation":615},"/solutions/finance/","financial services",{"title":326,"links":776},[777,779,781,783,786,788,791,793,795,797,799,801,803,805],{"text":339,"config":778},{"href":341,"dataGaName":342,"dataGaLocation":615},{"text":344,"config":780},{"href":346,"dataGaName":347,"dataGaLocation":615},{"text":349,"config":782},{"href":351,"dataGaName":352,"dataGaLocation":615},{"text":354,"config":784},{"href":356,"dataGaName":785,"dataGaLocation":615},"docs",{"text":377,"config":787},{"href":379,"dataGaName":380,"dataGaLocation":615},{"text":789,"config":790},"What's new",{"href":437,"dataGaName":438,"dataGaLocation":615},{"text":372,"config":792},{"href":374,"dataGaName":375,"dataGaLocation":615},{"text":391,"config":794},{"href":393,"dataGaName":394,"dataGaLocation":615},{"text":399,"config":796},{"href":401,"dataGaName":402,"dataGaLocation":615},{"text":404,"config":798},{"href":406,"dataGaName":407,"dataGaLocation":615},{"text":409,"config":800},{"href":411,"dataGaName":412,"dataGaLocation":615},{"text":414,"config":802},{"href":416,"dataGaName":417,"dataGaLocation":615},{"text":419,"config":804},{"href":421,"dataGaName":422,"dataGaLocation":615},{"text":424,"config":806},{"href":426,"dataGaName":427,"dataGaLocation":615},{"title":440,"links":808},[809,811,813,815,817,819,823,828,830,832,834],{"text":448,"config":810},{"href":450,"dataGaName":442,"dataGaLocation":615},{"text":453,"config":812},{"href":455,"dataGaName":456,"dataGaLocation":615},{"text":461,"config":814},{"href":463,"dataGaName":464,"dataGaLocation":615},{"text":466,"config":816},{"href":468,"dataGaName":469,"dataGaLocation":615},{"text":471,"config":818},{"href":473,"dataGaName":474,"dataGaLocation":615},{"text":820,"config":821},"Sustainability",{"href":822,"dataGaName":820,"dataGaLocation":615},"/sustainability/",{"text":824,"config":825},"Diversity, inclusion and belonging (DIB)",{"href":826,"dataGaName":827,"dataGaLocation":615},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":476,"config":829},{"href":478,"dataGaName":479,"dataGaLocation":615},{"text":486,"config":831},{"href":488,"dataGaName":489,"dataGaLocation":615},{"text":491,"config":833},{"href":493,"dataGaName":494,"dataGaLocation":615},{"text":835,"config":836},"Modern Slavery Transparency Statement",{"href":837,"dataGaName":838,"dataGaLocation":615},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":840},[841,844,847],{"text":842,"config":843},"Terms",{"href":667,"dataGaName":668,"dataGaLocation":615},{"text":845,"config":846},"Cookies",{"dataGaName":676,"dataGaLocation":615,"id":677,"isOneTrustButton":63},{"text":848,"config":849},"Privacy",{"href":672,"dataGaName":75,"dataGaLocation":615},[851],{"id":852,"title":7,"body":151,"config":853,"content":855,"description":151,"extension":859,"meta":860,"navigation":63,"path":861,"seo":862,"stem":863,"__hash__":864},"blogAuthors/en-us/blog/authors/roger-woo.yml",{"template":854},"BlogAuthor",{"name":7,"config":856},{"headshot":857,"ctfId":858},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659488/Blog/Author%20Headshots/gitlab-logo-extra-whitespace.png","rogerwoo","yml",{},"/en-us/blog/authors/roger-woo",{},"en-us/blog/authors/roger-woo","ABXaIH-A0c7yLUjTr_FfN72TXpK_IQnox8RLMqQSkgA",[866,874,882],{"title":867,"description":868,"heroImage":869,"category":147,"date":870,"authors":871,"slug":873,"externalUrl":151},"How I built a demo generator with GitLab Duo Agent Platform","Demos haven't always looked like this. Looking back over my career, here's how they have evolved. Follow the tutorial to build your own demo and agent.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1765809212/noh0mdfn9o94ry9ykura.png","2026-08-13",[872],"Itzik Gan Baruch","agentic-click-through-demo",{"title":875,"description":876,"heroImage":877,"category":147,"date":878,"authors":879,"slug":881,"externalUrl":151},"How to govern agentic AI, MCPs, and AI code assistants","AI agents can write, push, and deploy without human review at each step. Learn a practical framework for controlling access, permissions, and audit trails.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1785337625/ifzlc2hyzaxhzmjgyymh.png","2026-07-31",[880],"Julie Griffin","govern-agentic-ai-mcps-code-assistants",{"title":883,"description":884,"heroImage":885,"category":147,"date":886,"authors":887,"slug":889,"externalUrl":151},"Claude Opus 5 on GitLab: Reasoning built for the hard tasks","Anthropic’s Claude Opus 5 is now available on GitLab Duo Agent Platform, delivering deeper reasoning without sacrificing speed.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750099203/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%2820%29_2bJGC5ZP3WheoqzlLT05C5_1750099203484.png","2026-07-27",[888],"Brittany Lutz","claude-opus-5-on-gitlab-duo-agent-platform",{"promotions":891},[892,905,916,928],{"id":893,"categories":894,"header":895,"text":896,"button":897,"image":902},"ai-modernization",[147],"Is AI achieving its promise at scale?","Quiz will take 5 minutes or less",{"text":898,"config":899},"Get your AI maturity score",{"href":900,"dataGaName":901,"dataGaLocation":380},"/assessments/ai-modernization-assessment/","modernization assessment",{"config":903},{"src":904},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/qix0m7kwnd8x2fh1zq49.png",{"id":906,"categories":907,"header":908,"text":896,"button":909,"image":913},"devops-modernization",[164,715],"Are you just managing tools or shipping innovation?",{"text":910,"config":911},"Get your DevOps maturity score",{"href":912,"dataGaName":901,"dataGaLocation":380},"/assessments/devops-modernization-assessment/",{"config":914},{"src":915},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138785/eg818fmakweyuznttgid.png",{"id":917,"categories":918,"header":920,"text":896,"button":921,"image":925},"security-modernization",[919],"security","Are you trading speed for security?",{"text":922,"config":923},"Get your security maturity score",{"href":924,"dataGaName":901,"dataGaLocation":380},"/assessments/security-modernization-assessment/",{"config":926},{"src":927},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/p4pbqd9nnjejg5ds6mdk.png",{"id":929,"paths":930,"header":933,"text":934,"button":935,"image":940},"github-azure-migration",[931,932],"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":936,"config":937},"See how GitLab compares to GitHub",{"href":938,"dataGaName":939,"dataGaLocation":380},"/compare/gitlab-vs-github/github-azure-migration/","github azure migration",{"config":941},{"src":915},{"header":943,"blurb":944,"button":945,"secondaryButton":950},"Start building faster today","See what your team can do with the intelligent orchestration platform for DevSecOps.\n",{"text":946,"config":947},"Get your free trial",{"href":948,"dataGaName":179,"dataGaLocation":949},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":653,"config":951},{"href":505,"dataGaName":184,"dataGaLocation":949},1786734909537]