[{"data":1,"prerenderedAt":2228},["ShallowReactive",2],{"/en-us/blog/tags/ai-ml":3,"navigation-en-us":19,"banner-en-us":419,"footer-en-us":429,"AI/ML-tag-posts-en-us":671},{"id":4,"title":5,"body":6,"category":6,"config":7,"content":9,"description":6,"extension":12,"meta":13,"navigation":14,"path":15,"seo":16,"slug":6,"stem":17,"testContent":6,"type":6,"__hash__":18},"blogTags/en-us/blog/tags/ai-ml.yml","Ai Ml",null,{"template":8},"BlogTag",{"tag":10,"tagSlug":11},"AI/ML","ai-ml","yml",{},true,"/en-us/blog/tags/ai-ml",{},"en-us/blog/tags/ai-ml","hLV2mNDaRit7GvfldzyK7x2jvUGkvJhn3K3J-Vu_Fk8",{"data":20},{"logo":21,"freeTrial":26,"sales":31,"login":36,"items":41,"search":349,"minimal":380,"duo":399,"pricingDeployment":409},{"config":22},{"href":23,"dataGaName":24,"dataGaLocation":25},"/","gitlab logo","header",{"text":27,"config":28},"Get free trial",{"href":29,"dataGaName":30,"dataGaLocation":25},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":32,"config":33},"Talk to sales",{"href":34,"dataGaName":35,"dataGaLocation":25},"/sales/","sales",{"text":37,"config":38},"Sign in",{"href":39,"dataGaName":40,"dataGaLocation":25},"https://gitlab.com/users/sign_in/","sign in",[42,69,164,169,270,330],{"text":43,"config":44,"cards":46},"Platform",{"dataNavLevelOne":45},"platform",[47,53,61],{"title":43,"description":48,"link":49},"The intelligent orchestration platform for DevSecOps",{"text":50,"config":51},"Explore our Platform",{"href":52,"dataGaName":45,"dataGaLocation":25},"/platform/",{"title":54,"description":55,"link":56},"GitLab Duo Agent Platform","Agentic AI for the entire software lifecycle",{"text":57,"config":58},"Meet GitLab Duo",{"href":59,"dataGaName":60,"dataGaLocation":25},"/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":62,"description":63,"link":64},"Why GitLab","See the top reasons enterprises choose GitLab",{"text":65,"config":66},"Learn more",{"href":67,"dataGaName":68,"dataGaLocation":25},"/why-gitlab/","why gitlab",{"text":70,"left":14,"config":71,"link":73,"lists":77,"footer":146},"Product",{"dataNavLevelOne":72},"solutions",{"text":74,"config":75},"View all Solutions",{"href":76,"dataGaName":72,"dataGaLocation":25},"/solutions/",[78,102,125],{"title":79,"description":80,"link":81,"items":86},"Automation","CI/CD and automation to accelerate deployment",{"config":82},{"icon":83,"href":84,"dataGaName":85,"dataGaLocation":25},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[87,91,94,98],{"text":88,"config":89},"CI/CD",{"href":90,"dataGaLocation":25,"dataGaName":88},"/solutions/continuous-integration/",{"text":54,"config":92},{"href":59,"dataGaLocation":25,"dataGaName":93},"gitlab duo agent platform - product menu",{"text":95,"config":96},"Source Code Management",{"href":97,"dataGaLocation":25,"dataGaName":95},"/solutions/source-code-management/",{"text":99,"config":100},"Automated Software Delivery",{"href":84,"dataGaLocation":25,"dataGaName":101},"Automated software delivery",{"title":103,"description":104,"link":105,"items":110},"Security","Deliver code faster without compromising security",{"config":106},{"href":107,"dataGaName":108,"dataGaLocation":25,"icon":109},"/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[111,115,120],{"text":112,"config":113},"Application Security Testing",{"href":107,"dataGaName":114,"dataGaLocation":25},"Application security testing",{"text":116,"config":117},"Software Supply Chain Security",{"href":118,"dataGaLocation":25,"dataGaName":119},"/solutions/supply-chain/","Software supply chain security",{"text":121,"config":122},"Software Compliance",{"href":123,"dataGaName":124,"dataGaLocation":25},"/solutions/software-compliance/","software compliance",{"title":126,"link":127,"items":132},"Measurement",{"config":128},{"icon":129,"href":130,"dataGaName":131,"dataGaLocation":25},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[133,137,141],{"text":134,"config":135},"Visibility & Measurement",{"href":130,"dataGaLocation":25,"dataGaName":136},"Visibility and Measurement",{"text":138,"config":139},"Value Stream Management",{"href":140,"dataGaLocation":25,"dataGaName":138},"/solutions/value-stream-management/",{"text":142,"config":143},"Analytics & Insights",{"href":144,"dataGaLocation":25,"dataGaName":145},"/solutions/analytics-and-insights/","Analytics and insights",{"title":147,"items":148},"GitLab for",[149,154,159],{"text":150,"config":151},"Enterprise",{"href":152,"dataGaLocation":25,"dataGaName":153},"/enterprise/","enterprise",{"text":155,"config":156},"Small Business",{"href":157,"dataGaLocation":25,"dataGaName":158},"/small-business/","small business",{"text":160,"config":161},"Public Sector",{"href":162,"dataGaLocation":25,"dataGaName":163},"/solutions/public-sector/","public sector",{"text":165,"config":166},"Pricing",{"href":167,"dataGaName":168,"dataGaLocation":25,"dataNavLevelOne":168},"/pricing/","pricing",{"text":170,"config":171,"link":173,"lists":177,"feature":257},"Resources",{"dataNavLevelOne":172},"resources",{"text":174,"config":175},"View all resources",{"href":176,"dataGaName":172,"dataGaLocation":25},"/resources/",[178,211,229],{"title":179,"items":180},"Getting started",[181,186,191,196,201,206],{"text":182,"config":183},"Install",{"href":184,"dataGaName":185,"dataGaLocation":25},"/install/","install",{"text":187,"config":188},"Quick start guides",{"href":189,"dataGaName":190,"dataGaLocation":25},"/get-started/","quick setup checklists",{"text":192,"config":193},"Learn",{"href":194,"dataGaLocation":25,"dataGaName":195},"https://university.gitlab.com/","learn",{"text":197,"config":198},"Product documentation",{"href":199,"dataGaName":200,"dataGaLocation":25},"https://docs.gitlab.com/","product documentation",{"text":202,"config":203},"Best practice videos",{"href":204,"dataGaName":205,"dataGaLocation":25},"/getting-started-videos/","best practice videos",{"text":207,"config":208},"Integrations",{"href":209,"dataGaName":210,"dataGaLocation":25},"/integrations/","integrations",{"title":212,"items":213},"Discover",[214,219,224],{"text":215,"config":216},"Customer success stories",{"href":217,"dataGaName":218,"dataGaLocation":25},"/customers/","customer success stories",{"text":220,"config":221},"Blog",{"href":222,"dataGaName":223,"dataGaLocation":25},"/blog/","blog",{"text":225,"config":226},"Remote",{"href":227,"dataGaName":228,"dataGaLocation":25},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":230,"items":231},"Connect",[232,237,242,247,252],{"text":233,"config":234},"GitLab Services",{"href":235,"dataGaName":236,"dataGaLocation":25},"/services/","services",{"text":238,"config":239},"Community",{"href":240,"dataGaName":241,"dataGaLocation":25},"/community/","community",{"text":243,"config":244},"Forum",{"href":245,"dataGaName":246,"dataGaLocation":25},"https://forum.gitlab.com/","forum",{"text":248,"config":249},"Events",{"href":250,"dataGaName":251,"dataGaLocation":25},"/events/","events",{"text":253,"config":254},"Partners",{"href":255,"dataGaName":256,"dataGaLocation":25},"/partners/","partners",{"backgroundColor":258,"textColor":259,"text":260,"image":261,"link":265},"#2f2a6b","#fff","Insights for the future of software development",{"altText":262,"config":263},"the source promo card",{"src":264},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758208064/dzl0dbift9xdizyelkk4.svg",{"text":266,"config":267},"Read the latest",{"href":268,"dataGaName":269,"dataGaLocation":25},"/the-source/","the source",{"text":271,"config":272,"lists":274},"Company",{"dataNavLevelOne":273},"company",[275],{"items":276},[277,282,288,290,295,300,305,310,315,320,325],{"text":278,"config":279},"About",{"href":280,"dataGaName":281,"dataGaLocation":25},"/company/","about",{"text":283,"config":284,"footerGa":287},"Jobs",{"href":285,"dataGaName":286,"dataGaLocation":25},"/jobs/","jobs",{"dataGaName":286},{"text":248,"config":289},{"href":250,"dataGaName":251,"dataGaLocation":25},{"text":291,"config":292},"Leadership",{"href":293,"dataGaName":294,"dataGaLocation":25},"/company/team/e-group/","leadership",{"text":296,"config":297},"Team",{"href":298,"dataGaName":299,"dataGaLocation":25},"/company/team/","team",{"text":301,"config":302},"Handbook",{"href":303,"dataGaName":304,"dataGaLocation":25},"https://handbook.gitlab.com/","handbook",{"text":306,"config":307},"Investor relations",{"href":308,"dataGaName":309,"dataGaLocation":25},"https://ir.gitlab.com/","investor relations",{"text":311,"config":312},"Trust Center",{"href":313,"dataGaName":314,"dataGaLocation":25},"/security/","trust center",{"text":316,"config":317},"AI Transparency Center",{"href":318,"dataGaName":319,"dataGaLocation":25},"/ai-transparency-center/","ai transparency center",{"text":321,"config":322},"Newsletter",{"href":323,"dataGaName":324,"dataGaLocation":25},"/company/contact/#contact-forms","newsletter",{"text":326,"config":327},"Press",{"href":328,"dataGaName":329,"dataGaLocation":25},"/press/","press",{"text":331,"config":332,"lists":333},"Contact us",{"dataNavLevelOne":273},[334],{"items":335},[336,339,344],{"text":32,"config":337},{"href":34,"dataGaName":338,"dataGaLocation":25},"talk to sales",{"text":340,"config":341},"Support portal",{"href":342,"dataGaName":343,"dataGaLocation":25},"https://support.gitlab.com","support portal",{"text":345,"config":346},"Customer portal",{"href":347,"dataGaName":348,"dataGaLocation":25},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":350,"login":351,"suggestions":358},"Close",{"text":352,"link":353},"To search repositories and projects, login to",{"text":354,"config":355},"gitlab.com",{"href":39,"dataGaName":356,"dataGaLocation":357},"search login","search",{"text":359,"default":360},"Suggestions",[361,363,367,369,373,377],{"text":54,"config":362},{"href":59,"dataGaName":54,"dataGaLocation":357},{"text":364,"config":365},"Code Suggestions (AI)",{"href":366,"dataGaName":364,"dataGaLocation":357},"/solutions/code-suggestions/",{"text":88,"config":368},{"href":90,"dataGaName":88,"dataGaLocation":357},{"text":370,"config":371},"GitLab on AWS",{"href":372,"dataGaName":370,"dataGaLocation":357},"/partners/technology-partners/aws/",{"text":374,"config":375},"GitLab on Google Cloud",{"href":376,"dataGaName":374,"dataGaLocation":357},"/partners/technology-partners/google-cloud-platform/",{"text":378,"config":379},"Why GitLab?",{"href":67,"dataGaName":378,"dataGaLocation":357},{"freeTrial":381,"mobileIcon":386,"desktopIcon":391,"secondaryButton":394},{"text":382,"config":383},"Start free trial",{"href":384,"dataGaName":30,"dataGaLocation":385},"https://gitlab.com/-/trials/new/","nav",{"altText":387,"config":388},"Gitlab Icon",{"src":389,"dataGaName":390,"dataGaLocation":385},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":387,"config":392},{"src":393,"dataGaName":390,"dataGaLocation":385},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":395,"config":396},"Get Started",{"href":397,"dataGaName":398,"dataGaLocation":385},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/compare/gitlab-vs-github/","get started",{"freeTrial":400,"mobileIcon":405,"desktopIcon":407},{"text":401,"config":402},"Learn more about GitLab Duo",{"href":403,"dataGaName":404,"dataGaLocation":385},"/gitlab-duo/","gitlab duo",{"altText":387,"config":406},{"src":389,"dataGaName":390,"dataGaLocation":385},{"altText":387,"config":408},{"src":393,"dataGaName":390,"dataGaLocation":385},{"freeTrial":410,"mobileIcon":415,"desktopIcon":417},{"text":411,"config":412},"Back to pricing",{"href":167,"dataGaName":413,"dataGaLocation":385,"icon":414},"back to pricing","GoBack",{"altText":387,"config":416},{"src":389,"dataGaName":390,"dataGaLocation":385},{"altText":387,"config":418},{"src":393,"dataGaName":390,"dataGaLocation":385},{"title":420,"button":421,"config":426},"See how agentic AI transforms software delivery",{"text":422,"config":423},"Watch GitLab Transcend now",{"href":424,"dataGaName":425,"dataGaLocation":25},"/events/transcend/virtual/","transcend event",{"layout":427,"icon":428},"release","AiStar",{"data":430},{"text":431,"source":432,"edit":438,"contribute":443,"config":448,"items":453,"minimal":660},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":433,"config":434},"View page source",{"href":435,"dataGaName":436,"dataGaLocation":437},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":439,"config":440},"Edit this page",{"href":441,"dataGaName":442,"dataGaLocation":437},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":444,"config":445},"Please contribute",{"href":446,"dataGaName":447,"dataGaLocation":437},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":449,"facebook":450,"youtube":451,"linkedin":452},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[454,501,555,599,626],{"title":165,"links":455,"subMenu":470},[456,460,465],{"text":457,"config":458},"View plans",{"href":167,"dataGaName":459,"dataGaLocation":437},"view plans",{"text":461,"config":462},"Why Premium?",{"href":463,"dataGaName":464,"dataGaLocation":437},"/pricing/premium/","why premium",{"text":466,"config":467},"Why Ultimate?",{"href":468,"dataGaName":469,"dataGaLocation":437},"/pricing/ultimate/","why ultimate",[471],{"title":472,"links":473},"Contact Us",[474,477,479,481,486,491,496],{"text":475,"config":476},"Contact sales",{"href":34,"dataGaName":35,"dataGaLocation":437},{"text":340,"config":478},{"href":342,"dataGaName":343,"dataGaLocation":437},{"text":345,"config":480},{"href":347,"dataGaName":348,"dataGaLocation":437},{"text":482,"config":483},"Status",{"href":484,"dataGaName":485,"dataGaLocation":437},"https://status.gitlab.com/","status",{"text":487,"config":488},"Terms of use",{"href":489,"dataGaName":490,"dataGaLocation":437},"/terms/","terms of use",{"text":492,"config":493},"Privacy statement",{"href":494,"dataGaName":495,"dataGaLocation":437},"/privacy/","privacy statement",{"text":497,"config":498},"Cookie preferences",{"dataGaName":499,"dataGaLocation":437,"id":500,"isOneTrustButton":14},"cookie preferences","ot-sdk-btn",{"title":70,"links":502,"subMenu":511},[503,507],{"text":504,"config":505},"DevSecOps platform",{"href":52,"dataGaName":506,"dataGaLocation":437},"devsecops platform",{"text":508,"config":509},"AI-Assisted Development",{"href":403,"dataGaName":510,"dataGaLocation":437},"ai-assisted development",[512],{"title":513,"links":514},"Topics",[515,520,525,530,535,540,545,550],{"text":516,"config":517},"CICD",{"href":518,"dataGaName":519,"dataGaLocation":437},"/topics/ci-cd/","cicd",{"text":521,"config":522},"GitOps",{"href":523,"dataGaName":524,"dataGaLocation":437},"/topics/gitops/","gitops",{"text":526,"config":527},"DevOps",{"href":528,"dataGaName":529,"dataGaLocation":437},"/topics/devops/","devops",{"text":531,"config":532},"Version Control",{"href":533,"dataGaName":534,"dataGaLocation":437},"/topics/version-control/","version control",{"text":536,"config":537},"DevSecOps",{"href":538,"dataGaName":539,"dataGaLocation":437},"/topics/devsecops/","devsecops",{"text":541,"config":542},"Cloud Native",{"href":543,"dataGaName":544,"dataGaLocation":437},"/topics/cloud-native/","cloud native",{"text":546,"config":547},"AI for Coding",{"href":548,"dataGaName":549,"dataGaLocation":437},"/topics/devops/ai-for-coding/","ai for coding",{"text":551,"config":552},"Agentic AI",{"href":553,"dataGaName":554,"dataGaLocation":437},"/topics/agentic-ai/","agentic ai",{"title":556,"links":557},"Solutions",[558,560,562,567,571,574,578,581,583,586,589,594],{"text":112,"config":559},{"href":107,"dataGaName":112,"dataGaLocation":437},{"text":101,"config":561},{"href":84,"dataGaName":85,"dataGaLocation":437},{"text":563,"config":564},"Agile development",{"href":565,"dataGaName":566,"dataGaLocation":437},"/solutions/agile-delivery/","agile delivery",{"text":568,"config":569},"SCM",{"href":97,"dataGaName":570,"dataGaLocation":437},"source code management",{"text":516,"config":572},{"href":90,"dataGaName":573,"dataGaLocation":437},"continuous integration & delivery",{"text":575,"config":576},"Value stream management",{"href":140,"dataGaName":577,"dataGaLocation":437},"value stream management",{"text":521,"config":579},{"href":580,"dataGaName":524,"dataGaLocation":437},"/solutions/gitops/",{"text":150,"config":582},{"href":152,"dataGaName":153,"dataGaLocation":437},{"text":584,"config":585},"Small business",{"href":157,"dataGaName":158,"dataGaLocation":437},{"text":587,"config":588},"Public sector",{"href":162,"dataGaName":163,"dataGaLocation":437},{"text":590,"config":591},"Education",{"href":592,"dataGaName":593,"dataGaLocation":437},"/solutions/education/","education",{"text":595,"config":596},"Financial services",{"href":597,"dataGaName":598,"dataGaLocation":437},"/solutions/finance/","financial services",{"title":170,"links":600},[601,603,605,607,610,612,614,616,618,620,622,624],{"text":182,"config":602},{"href":184,"dataGaName":185,"dataGaLocation":437},{"text":187,"config":604},{"href":189,"dataGaName":190,"dataGaLocation":437},{"text":192,"config":606},{"href":194,"dataGaName":195,"dataGaLocation":437},{"text":197,"config":608},{"href":199,"dataGaName":609,"dataGaLocation":437},"docs",{"text":220,"config":611},{"href":222,"dataGaName":223,"dataGaLocation":437},{"text":215,"config":613},{"href":217,"dataGaName":218,"dataGaLocation":437},{"text":225,"config":615},{"href":227,"dataGaName":228,"dataGaLocation":437},{"text":233,"config":617},{"href":235,"dataGaName":236,"dataGaLocation":437},{"text":238,"config":619},{"href":240,"dataGaName":241,"dataGaLocation":437},{"text":243,"config":621},{"href":245,"dataGaName":246,"dataGaLocation":437},{"text":248,"config":623},{"href":250,"dataGaName":251,"dataGaLocation":437},{"text":253,"config":625},{"href":255,"dataGaName":256,"dataGaLocation":437},{"title":271,"links":627},[628,630,632,634,636,638,640,644,649,651,653,655],{"text":278,"config":629},{"href":280,"dataGaName":273,"dataGaLocation":437},{"text":283,"config":631},{"href":285,"dataGaName":286,"dataGaLocation":437},{"text":291,"config":633},{"href":293,"dataGaName":294,"dataGaLocation":437},{"text":296,"config":635},{"href":298,"dataGaName":299,"dataGaLocation":437},{"text":301,"config":637},{"href":303,"dataGaName":304,"dataGaLocation":437},{"text":306,"config":639},{"href":308,"dataGaName":309,"dataGaLocation":437},{"text":641,"config":642},"Sustainability",{"href":643,"dataGaName":641,"dataGaLocation":437},"/sustainability/",{"text":645,"config":646},"Diversity, inclusion and belonging (DIB)",{"href":647,"dataGaName":648,"dataGaLocation":437},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":311,"config":650},{"href":313,"dataGaName":314,"dataGaLocation":437},{"text":321,"config":652},{"href":323,"dataGaName":324,"dataGaLocation":437},{"text":326,"config":654},{"href":328,"dataGaName":329,"dataGaLocation":437},{"text":656,"config":657},"Modern Slavery Transparency Statement",{"href":658,"dataGaName":659,"dataGaLocation":437},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":661},[662,665,668],{"text":663,"config":664},"Terms",{"href":489,"dataGaName":490,"dataGaLocation":437},{"text":666,"config":667},"Cookies",{"dataGaName":499,"dataGaLocation":437,"id":500,"isOneTrustButton":14},{"text":669,"config":670},"Privacy",{"href":494,"dataGaName":495,"dataGaLocation":437},[672,682,692,702,711,720,730,740,751,760,769,779,786,793,800,807,814,821,828,837,848,857,866,876,885,896,908,917,927,936,946,953,962,972,981,991,1000,1009,1019,1030,1041,1051,1060,1069,1079,1088,1096,1106,1115,1124,1133,1141,1151,1161,1170,1179,1188,1197,1206,1216,1227,1236,1245,1256,1266,1275,1284,1294,1303,1312,1321,1329,1337,1346,1354,1363,1372,1382,1390,1399,1408,1418,1428,1439,1450,1459,1468,1476,1484,1493,1501,1511,1521,1530,1539,1547,1555,1565,1574,1584,1592,1601,1610,1620,1628,1636,1646,1655,1664,1673,1683,1692,1703,1711,1720,1729,1738,1748,1758,1766,1775,1783,1790,1798,1807,1815,1825,1834,1844,1852,1861,1870,1879,1886,1895,1903,1912,1920,1929,1939,1948,1956,1964,1972,1980,1988,1997,2005,2013,2022,2031,2041,2050,2058,2068,2076,2083,2092,2100,2108,2116,2124,2134,2143,2152,2163,2172,2181,2191,2199,2208,2218],{"content":673,"config":680},{"title":674,"heroImage":675,"category":11,"description":676,"authors":677,"date":679},"10 AI prompts to speed your team’s software delivery","https://res.cloudinary.com/about-gitlab-com/image/upload/v1772632341/duj8vaznbhtyxxhodb17.png","Eliminate review backlogs, security delays, and coordination overhead with ready-to-use AI prompts covering every stage of the software lifecycle.",[678],"Chandler Gibbons","2026-03-04",{"slug":681,"externalUrl":-1},"10-ai-prompts-to-speed-your-teams-software-delivery",{"content":683,"config":690},{"title":684,"heroImage":685,"category":11,"description":686,"authors":687,"date":689},"AI can detect vulnerabilities, but who governs risk?","https://res.cloudinary.com/about-gitlab-com/image/upload/v1772195014/ooezwusxjl1f7ijfmbvj.png","AI-assisted vulnerability detection is developing fast, but the harder challenges of enforcement, governance, and supply chain security require a holistic platform.",[688],"Omer Azaria","2026-02-27",{"slug":691,"externalUrl":-1},"ai-can-detect-vulnerabilities-but-who-governs-risk",{"content":693,"config":700},{"title":694,"heroImage":695,"category":11,"description":696,"authors":697,"date":699},"GitLab Duo Agent Platform with Claude accelerates development","https://res.cloudinary.com/about-gitlab-com/image/upload/v1772058602/epl3sinfezlzxnppxak6.png","Learn how to leverage external AI models like Anthropic's Claude to automate everything from code generation to pipeline creation directly within GitLab.",[698],"Cesar Saavedra","2026-02-26",{"slug":701,"externalUrl":-1},"gitlab-duo-agent-platform-with-claude-accelerates-development",{"content":703,"config":709},{"title":704,"heroImage":705,"category":11,"description":706,"authors":707,"date":699},"Secure and fast deployments to Google Agent Engine with GitLab","https://res.cloudinary.com/about-gitlab-com/image/upload/v1772111172/mwhgbjawn62kymfwrhle.png","Follow this step-by-step guide to build an AI agent with Google's Agent Development Kit and deploy to Agent Engine using GitLab.",[708],"Regnard Raquedan",{"slug":710,"externalUrl":-1},"secure-and-fast-deployments-to-google-agent-engine-with-gitlab",{"content":712,"config":718},{"title":713,"heroImage":714,"category":11,"description":715,"authors":716,"date":717},"Agentic SDLC: GitLab and TCS deliver Intelligent Orchestration across the enterprise","https://res.cloudinary.com/about-gitlab-com/image/upload/v1771866240/l16gpgupgz8uelyc8jfy.png","Scale DevSecOps with AI agents that work alongside developers to automate workflows, enforce compliance, and accelerate delivery.",[],"2026-02-24",{"slug":719,"externalUrl":-1},"agentic-sdlc-gitlab-and-tcs-deliver-intelligent-orchestration-across-the-enterprise",{"content":721,"config":728},{"title":722,"heroImage":723,"category":11,"description":724,"authors":725,"date":727},"Agentic AI, enterprise control: Self-hosted Duo Agent Platform and BYOM","https://res.cloudinary.com/about-gitlab-com/image/upload/v1771438388/t6sts5qw4z8561gtlxiq.png","Learn how GitLab 18.9 gives regulated enterprises governed agentic AI through self-hosted Duo Agent Platform and Bring Your Own Model support.",[726],"Rebecca Carter","2026-02-19",{"slug":729,"externalUrl":-1},"agentic-ai-enterprise-control-self-hosted-duo-agent-platform-and-byom",{"content":731,"config":738},{"title":732,"heroImage":733,"category":11,"description":734,"authors":735,"date":737},"Claude Opus 4.6 now available in GitLab Duo Agent Platform","https://res.cloudinary.com/about-gitlab-com/image/upload/v1751464636/htrk5th3q0tq1rcfntkp.png","Anthropic's most intelligent model is now available in GitLab Duo Agent Platform for all agents, including Agentic Chat.",[736],"Stuart Moncada","2026-02-17",{"slug":739,"externalUrl":-1},"claude-opus-4-6-now-available-in-gitlab-duo-agent-platform",{"content":741,"config":748},{"title":742,"heroImage":743,"category":744,"description":745,"authors":746,"date":747},"GitLab 18.8 released","https://res.cloudinary.com/about-gitlab-com/image/upload/v1768314383/jjaocnrc2wqoltxg9jca.png","product","This release features GitLab Duo Agent Platform (GA), GitLab Duo Planner Agent, GitLab Duo Security Analyst Agent, and more.",[],"2026-01-15",{"slug":749,"externalUrl":750},"","https://about.gitlab.com/releases/2026/01/15/gitlab-18-8-released/",{"content":752,"config":758},{"title":753,"heroImage":754,"category":11,"description":755,"authors":756,"date":747},"Announcing general availability for GitLab Duo Agent Platform ","https://res.cloudinary.com/about-gitlab-com/image/upload/v1768314192/llizjeumcduj2enqpdi4.png","Discover how agentic AI across the entire software lifecycle translates faster coding into accelerated innovation cycles.",[757],"Bill Staples",{"slug":759,"externalUrl":-1},"gitlab-duo-agent-platform-is-generally-available",{"content":761,"config":767},{"title":762,"heroImage":763,"category":744,"description":764,"authors":765,"date":747},"Introducing GitLab Credits, usage-based pricing for GitLab Duo Agent Platform","https://res.cloudinary.com/about-gitlab-com/image/upload/v1768314648/gvy4pfqjaeahkoagsjmr.png","Learn how GitLab Credits helps reduce costs and provides flexibility for agentic AI in the enterprise software development lifecycle.\n",[766],"Manav Khurana",{"slug":768,"externalUrl":-1},"introducing-gitlab-credits",{"content":770,"config":777},{"title":771,"heroImage":772,"category":11,"description":773,"authors":774,"date":776},"AI Catalog: Discover, create, and share agents and flows","https://res.cloudinary.com/about-gitlab-com/image/upload/v1765809212/noh0mdfn9o94ry9ykura.png","Explore the GitLab AI Catalog to discover and enable foundational agents and flows, create custom ones tailored to your needs, and share them with your team for seamless collaboration.",[775],"Itzik Gan Baruch","2026-01-14",{"slug":778,"externalUrl":-1},"ai-catalog-discover-and-share-agents",{"content":780,"config":784},{"title":781,"heroImage":772,"category":11,"description":782,"authors":783,"date":776},"Customizing GitLab Duo Agent Platform: Chat rules, prompts, and workflows","Learn how to customize GitLab Duo Agent Platform to match your team's workflow. Configure chat rules, craft system prompts, set up agent tools, and tailor flows for your specific needs.",[775],{"slug":785,"externalUrl":-1},"customizing-gitlab-duo-chat-rules-prompts-workflows",{"content":787,"config":791},{"title":788,"heroImage":772,"category":11,"description":789,"authors":790,"date":776},"Getting started with GitLab Duo Agentic Chat","Learn the chat interface, model and agent selection, and best practices for effective AI collaboration across Web UI and IDEs.",[775],{"slug":792,"externalUrl":-1},"getting-started-with-gitlab-duo-agentic-chat",{"content":794,"config":798},{"title":795,"heroImage":772,"category":11,"description":796,"authors":797,"date":776},"Get started with GitLab Duo Agent Platform: The complete guide","Learn GitLab Duo Agent Platform with this comprehensive series covering everything from first interactions to advanced MCP integration, customization, and production workflows.",[775],{"slug":799,"externalUrl":-1},"gitlab-duo-agent-platform-complete-getting-started-guide",{"content":801,"config":805},{"title":802,"heroImage":772,"category":11,"description":803,"authors":804,"date":776},"Introduction to GitLab Duo Agent Platform","Learn the basics of GitLab Duo Agent Platform and complete your first agent interaction.",[775],{"slug":806,"externalUrl":-1},"introduction-to-gitlab-duo-agent-platform",{"content":808,"config":812},{"title":809,"heroImage":772,"category":11,"description":810,"authors":811,"date":776},"Monitor, manage, and automate AI workflows","Explore the GitLab Duo Agent Platform Automate capabilities. Monitor activity through sessions, automate workflows with event-driven triggers, and manage your AI-powered development processes.",[775],{"slug":813,"externalUrl":-1},"monitor-manage-automate-ai-workflows",{"content":815,"config":819},{"title":816,"heroImage":772,"category":11,"description":817,"authors":818,"date":776},"Understanding agents: Foundational, custom, and external","Deep dive into GitLab Duo Agent Platform agent types. Learn about foundational agents, create custom agents for team workflows, and integrate external agents like Claude Code and OpenAI Codex.",[775],{"slug":820,"externalUrl":-1},"understanding-agents-foundational-custom-external",{"content":822,"config":826},{"title":823,"heroImage":772,"category":11,"description":824,"authors":825,"date":776},"Understanding flows: Multi-agent workflows","Deep dive into GitLab Duo Agent Platform flows. Learn about foundational flows, create custom user-defined workflows, and learn flow orchestration patterns.",[775],{"slug":827,"externalUrl":-1},"understanding-flows-multi-agent-workflows",{"content":829,"config":835},{"title":830,"heroImage":831,"category":539,"description":832,"authors":833,"date":834},"AI is reshaping DevSecOps: Attend GitLab Transcend to see what’s next","https://res.cloudinary.com/about-gitlab-com/image/upload/v1767982271/e9ogyosmuummq7j65zqg.png","AI-generated code is 34% of development work. Discover how to balance productivity gains with quality, reliability, and security.",[766],"2026-01-08",{"slug":836,"externalUrl":-1},"ai-is-reshaping-devsecops-attend-gitlab-transcend-to-see-whats-next",{"content":838,"config":846},{"title":839,"heroImage":840,"category":11,"description":841,"authors":842,"date":845},"Building trust in agentic tools: What we learned from our users","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097663/Blog/Hero%20Images/Blog/Hero%20Images/Workflow%201800x945_2gQoQIbY9NvjLFpXtsxtXy_1750097663612.png","Discover how trust in AI agents is developed from small, positive micro-inflection points, not big breakthroughs.",[843,844],"Erika Feldman","Will Leidheiser","2026-01-05",{"slug":847,"externalUrl":-1},"building-trust-in-agentic-tools-what-we-learned-from-our-users",{"content":849,"config":855},{"title":850,"heroImage":851,"category":744,"description":852,"authors":853,"date":854},"GitLab 18.7: Advancing AI automation, governance, and developer experience","https://res.cloudinary.com/about-gitlab-com/image/upload/v1766061346/qky0m84chjftwmyk4kml.png","GitLab 18.7 adds new automation, pipeline controls, and policy updates to help teams reduce manual work, simplify processes, and deliver safer releases.",[757],"2025-12-18",{"slug":856,"externalUrl":-1},"gitlab-18-7-advancing-ai-automation",{"content":858,"config":864},{"title":859,"heroImage":860,"category":744,"description":861,"authors":862,"date":863},"GitLab 18.6: From configuration to control","https://res.cloudinary.com/about-gitlab-com/image/upload/v1763579840/jsobj2p6ff1vjruv0y1p.png","GitLab 18.6 empowers developers and security teams with AI choice and governance.",[757],"2025-11-20",{"slug":865,"externalUrl":-1},"gitlab-18-6-from-configuration-to-control",{"content":867,"config":874},{"title":868,"heroImage":869,"category":11,"description":870,"authors":871,"date":873},"GitLab engineer: How I improved my onboarding experience with AI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1756989645/fojzxakmfdea6jfqjkrl.png","Learn how GitLab Duo accelerated onboarding for a new engineering team member by helping to explore docs, review code, and debug issues efficiently.\n",[872],"Konstantin Greif","2025-11-17",{"slug":875,"externalUrl":-1},"gitlab-engineer-how-i-improved-my-onboarding-experience-with-ai",{"content":877,"config":883},{"title":878,"heroImage":879,"category":11,"description":880,"authors":881,"date":882},"Secure AI agent deployment to GKE","https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_auto,c_lfill/v1749670563/Blog/Hero%20Images/cloudcomputing.jpg","This guide explains how to deploy an ADK-based AI agent to Google Kubernetes Engine using GitLab's AI-powered DevSecOps platform, with ease and security.",[708],"2025-11-10",{"slug":884,"externalUrl":-1},"secure-ai-agent-deployment-to-gke",{"content":886,"config":894},{"title":887,"heroImage":888,"category":889,"description":890,"authors":891,"date":893},"Claude Sonnet 3.7 deprecation notice for GitLab Duo","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","bulletin-board","GitLab will be removing support for Claude Sonnet 3.7 in GitLab Duo as of January 2026. The recommendation is to migrate to Claude 4.0+ models.",[892],"Karishma Kumar","2025-10-31",{"slug":895,"externalUrl":-1},"claude-sonnet-3-7-deprecation-notice-for-gitlab-duo",{"content":897,"config":906},{"title":898,"heroImage":899,"category":900,"description":901,"authors":902,"date":905},"Ace your planning without the context-switching","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098354/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%281%29_5XrohmuWBNuqL89BxVUzWm_1750098354056.png","agile-planning","Learn how GitLab Duo Planner Agent simplifies tasks and saves time by helping product and engineering managers focus on the work that matters most.\n\n",[903,904],"Aathira Nair","Amanda Rueda","2025-10-28",{"slug":907,"externalUrl":-1},"ace-your-planning-without-the-context-switching",{"content":909,"config":915},{"title":910,"heroImage":911,"category":11,"description":912,"authors":913,"date":914},"Modernize Java applications quickly with GitLab Duo with Amazon Q","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659604/Blog/Hero%20Images/Screenshot_2024-11-27_at_4.55.28_PM.png","Transform legacy Java 8 applications to Java 17 in minutes instead of weeks using AI-powered automation.",[698],"2025-10-22",{"slug":916,"externalUrl":-1},"modernize-java-applications-quickly-with-gitlab-duo-with-amazon-q",{"content":918,"config":925},{"title":919,"heroImage":920,"category":11,"description":921,"authors":922,"date":924},"Claude Haiku 4.5 now available in GitLab Duo Agentic Chat","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097183/Blog/Hero%20Images/Blog/Hero%20Images/blog-hero-banner-1-0178-820x470-fy25_7JlF3WlEkswGQbcTe8DOTB_1750097183481.png","Anthropic's fastest model with near-frontier coding performance is a model option for GitLab Duo Pro, Duo Enterprise, and Duo Agent Platform.",[923],"Tim Zallmann","2025-10-20",{"slug":926,"externalUrl":-1},"claude-haiku-4-5-now-available-in-gitlab-duo-agentic-chat",{"content":928,"config":934},{"title":929,"heroImage":930,"category":11,"description":931,"authors":932,"date":933},"Greater AI choice in GitLab Duo: Claude Sonnet 4.5 arrives","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659856/Blog/Hero%20Images/blog-hero-banner-1-0178-820x470-fy25.png","Anthropic's newest model for coding and agentic workflows is now available in GitLab Duo Pro, Duo Enterprise, and Duo Agent Platform.",[923],"2025-09-29",{"slug":935,"externalUrl":-1},"greater-ai-choice-in-gitlab-duo-claude-sonnet-4-5-arrives",{"content":937,"config":944},{"title":938,"heroImage":939,"category":11,"description":940,"authors":941,"date":943},"Agentic AI guides and resources","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749658912/Blog/Hero%20Images/blog-image-template-1800x945__20_.png","Learn everything you need to know about agentic AI, including what it is, how it works, why it levels up your DevSecOps environment, and best practices for implementation.",[942],"GitLab","2025-09-26",{"slug":945,"externalUrl":-1},"agentic-ai-guides-and-resources",{"content":947,"config":951},{"title":948,"heroImage":772,"category":11,"description":949,"authors":950,"date":943},"Model Context Protocol integration","Extend GitLab Duo with external Services using MCP. Connect to Jira, Slack, AWS, and more as an MCP client, or enable external AI tools to access your GitLab data as an MCP server.",[775],{"slug":952,"externalUrl":-1},"duo-agent-platform-with-mcp",{"content":954,"config":960},{"title":955,"heroImage":956,"category":11,"description":957,"authors":958,"date":959},"GitLab 18.4: AI-native development with automation and insight","https://res.cloudinary.com/about-gitlab-com/image/upload/v1758541195/kig7sww6jyvxzmkmimbv.png","With GitLab 18.4, teams create custom agents, unlock Knowledge Graph context, and auto-fix pipelines so developers stay focused and in flow.",[757],"2025-09-23",{"slug":961,"externalUrl":-1},"gitlab-18-4-ai-native-development-with-automation-and-insight",{"content":963,"config":970},{"title":964,"heroImage":869,"category":965,"description":966,"authors":967,"date":969},"A developer's guide to building secure retail apps with GitLab","security","Learn how a DevSecOps platform helps retailers develop secure, compliant software for complex, high-traffic retail environments.",[775,968],"Rebeca Fenoy-Anthony","2025-09-04",{"slug":971,"externalUrl":-1},"a-developers-guide-to-building-secure-retail-apps-with-gitlab",{"content":973,"config":979},{"title":974,"heroImage":975,"category":11,"description":976,"authors":977,"date":978},"Vibe coding with GitLab Duo Agent Platform: Issue to MR Flow","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662465/Blog/Hero%20Images/GitLab_Duo_Workflow_Unified_Data_Store__1_.png","Learn how to update your application in minutes with our newest agent Flow that takes developers from idea to code.",[698],"2025-09-03",{"slug":980,"externalUrl":-1},"vibe-coding-with-gitlab-duo-agent-platform-issue-to-mr-flow",{"content":982,"config":989},{"title":983,"heroImage":984,"category":11,"description":985,"authors":986,"date":988},"GitLab achieves ISO/IEC 42001 certification for AI governance","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098208/Blog/Hero%20Images/Blog/Hero%20Images/AdobeStock_479904468%20%281%29_4lmOEVlaXP0YC3hSFmOw6i_1750098208185.jpg","Learn about this new ISO certification, our associated GitLab Duo features, and our commitment to responsible AI development.",[987],"Davoud Tu","2025-09-02",{"slug":990,"externalUrl":-1},"gitlab-achieves-iso-iec-42001-certification-for-ai-governance",{"content":992,"config":998},{"title":993,"heroImage":994,"category":11,"description":995,"authors":996,"date":988},"Why enterprise independence matters more than ever in DevSecOps","https://res.cloudinary.com/about-gitlab-com/image/upload/v1756500636/wmey6kqzzuhirk88w2de.png","As leaders question who controls their development infrastructure, GitLab's independence and transparency advantages have never been more relevant.\n",[997],"Robin Schulman",{"slug":999,"externalUrl":-1},"why-enterprise-independence-matters-more-than-ever-in-devsecops",{"content":1001,"config":1007},{"title":1002,"heroImage":1003,"category":11,"description":1004,"authors":1005,"date":1006},"GitLab 18.3: Expanding AI orchestration in software engineering","https://res.cloudinary.com/about-gitlab-com/image/upload/v1755711502/wuuadis1pza3zehqohcc.png","Learn how we're advancing human-AI collaboration with enhanced Flows, enterprise governance, and seamless tool integration.",[757],"2025-08-21",{"slug":1008,"externalUrl":-1},"gitlab-18-3-expanding-ai-orchestration-in-software-engineering",{"content":1010,"config":1017},{"title":1011,"heroImage":888,"category":1012,"description":1013,"authors":1014,"date":1016},"Custom rules in GitLab Duo Agentic Chat for greater developer efficiency","engineering","Discover how AI can understand your codebase, follow your conventions, and generate production-ready code with minimal review cycles.",[1015],"Michael Friedrich","2025-08-12",{"slug":1018,"externalUrl":-1},"custom-rules-duo-agentic-chat-deep-dive",{"content":1020,"config":1028},{"title":1021,"heroImage":1022,"category":11,"description":1023,"authors":1024,"date":1027},"Get started with GitLab Duo Agentic Chat in the web UI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664458/Blog/Hero%20Images/Gartner_AI_Code_Assistants_Blog_Post_Cover_Image_1800x945.png","Learn about our new GitLab Duo AI feature that automates tasks by breaking down complex problems and executing operations across multiple sources.",[1025,1026],"Fatima Sarah Khalid","Daniel Helfand","2025-08-11",{"slug":1029,"externalUrl":-1},"get-started-with-gitlab-duo-agentic-chat-in-the-web-ui",{"content":1031,"config":1039},{"title":1032,"heroImage":1033,"category":11,"description":1034,"authors":1035,"date":1038},"Own your AI: Self-Hosted GitLab Duo models with AWS Bedrock","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098682/Blog/Hero%20Images/Blog/Hero%20Images/duo-blog-post_1Cy89R1pY8OMwyrgSB525O_1750098682075.png","Discover how to leverage AI while maintaining control over your data, infrastructure, and security posture.",[1036,1037],"Chloe Cartron","Olivier Dupré","2025-08-07",{"slug":1040,"externalUrl":-1},"gitlab-duo-self-hosted-models-on-aws-bedrock",{"content":1042,"config":1049},{"title":1043,"heroImage":1044,"category":11,"description":1045,"authors":1046,"date":1048},"Measuring AI ROI at scale: A practical guide to GitLab Duo Analytics","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662840/Blog/Hero%20Images/ai-experiment-stars.png","Learn how to transform raw usage data into actionable business insights and ROI calculations with this in-depth tutorial.",[1047],"Paul Meresanu","2025-08-06",{"slug":1050,"externalUrl":-1},"measuring-ai-roi-at-scale-a-practical-guide-to-gitlab-duo-analytics",{"content":1052,"config":1058},{"title":1053,"heroImage":1022,"category":11,"description":1054,"authors":1055,"date":1057},"AI in Action Hackathon:  Celebrating the GitLab innovations ","Uncover breakthroughs from this AI development showcase that combined Google Cloud, MongoDB, and GitLab.",[1056],"Nick Veenhof","2025-08-05",{"slug":1059,"externalUrl":-1},"ai-in-action-hackathon-celebrating-the-gitlab-innovations",{"content":1061,"config":1067},{"title":1062,"heroImage":1063,"category":11,"description":1064,"authors":1065,"date":1066},"GitLab Duo Agent Platform Public Beta: Next-gen AI orchestration and more","https://res.cloudinary.com/about-gitlab-com/image/upload/v1752678395/impw8no5tbskr6k2afgu.jpg","Introducing the DevSecOps orchestration platform designed to unlock asynchronous collaboration between developers and AI agents.",[757],"2025-07-17",{"slug":1068,"externalUrl":-1},"gitlab-duo-agent-platform-public-beta",{"content":1070,"config":1077},{"title":1071,"heroImage":1072,"category":11,"description":1073,"authors":1074,"date":1076},"3 best practices for building software in the era of LLMs","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662523/Blog/Hero%20Images/Gartner_DevOps_Blog_Post_Cover_Image_1800x945__2_.png","With AI transforming coding speed, developers need new security habits. Learn what they are and how to deploy them throughout the DevSecOps workflow.",[1075],"Salman Ladha","2025-07-10",{"slug":1078,"externalUrl":-1},"3-best-practices-for-building-software-in-the-era-of-llms",{"content":1080,"config":1086},{"title":1081,"heroImage":1082,"category":11,"description":1083,"authors":1084,"date":1085},"Fast and secure AI agent deployment to Google Cloud with GitLab","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749670563/Blog/Hero%20Images/cloudcomputing.jpg","Follow this step-by-step guide, complete with a demo application, to learn how to use agentic AI, along with GitLab's native integrations and CI/CD components.",[708],"2025-07-07",{"slug":1087,"externalUrl":-1},"fast-and-secure-ai-agent-deployment-to-google-cloud-with-gitlab",{"content":1089,"config":1094},{"title":1090,"heroImage":911,"category":11,"description":1091,"authors":1092,"date":1093},"Enhance application quality with AI-powered test generation","Learn how GitLab Duo with Amazon Q improves the QA process by automatically generating comprehensive unit tests.",[698],"2025-07-03",{"slug":1095,"externalUrl":-1},"enhance-application-quality-with-ai-powered-test-generation",{"content":1097,"config":1104},{"title":1098,"heroImage":1099,"category":11,"description":1100,"authors":1101,"date":1103},"Speed meets governance: Model Selection comes to GitLab Duo","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749669095/Blog/Hero%20Images/gitlabduo.png","Duo Model Selection provides LLM control for each GitLab Duo feature, enabling organizations to adopt AI while meeting strict governance and compliance standards.",[1102],"Susie Bitters","2025-06-25",{"slug":1105,"externalUrl":-1},"speed-meets-governance-model-selection-comes-to-gitlab-duo",{"content":1107,"config":1113},{"title":1108,"heroImage":1109,"category":11,"description":1110,"authors":1111,"date":1112},"GitLab Duo Agent Platform: What’s next for intelligent DevSecOps","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750687578/esmflevxk5bf3eezjhwk.png","GitLab Duo Agent Platform, a DevSecOps orchestration platform for humans and AI agents, leverages agentic AI for collaboration across the software development lifecycle.",[757],"2025-06-24",{"slug":1114,"externalUrl":-1},"gitlab-duo-agent-platform-what-is-next-for-intelligent-devsecops",{"content":1116,"config":1122},{"title":1117,"heroImage":1118,"category":11,"description":1119,"authors":1120,"date":1121},"Accelerate code reviews with GitLab Duo and Amazon Q","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750096976/Blog/Hero%20Images/Blog/Hero%20Images/Screenshot%202024-11-27%20at%204.55.28%E2%80%AFPM_4VVz6DgGBOvbGY8BUmd068_1750096975734.png","Use AI-powered agents to optimize code reviews by automatically analyzing merge requests and providing comprehensive feedback on bugs, readability, and coding standards.",[698],"2025-06-02",{"slug":1123,"externalUrl":-1},"accelerate-code-reviews-with-gitlab-duo-and-amazon-q",{"content":1125,"config":1131},{"title":1126,"heroImage":888,"category":11,"description":1127,"authors":1128,"date":1130},"GitLab Duo Chat gets agentic AI makeover  ","Our new Duo Chat experience, currently an experimental release, helps developers onboard to projects, understand assignments, implement changes, and more.",[1129],"Torsten Linz","2025-05-29",{"slug":1132,"externalUrl":-1},"gitlab-duo-chat-gets-agentic-ai-makeover",{"content":1134,"config":1139},{"title":1135,"heroImage":1136,"category":11,"description":1137,"authors":1138,"date":1130},"What is a large language model (LLM)?","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749660057/Blog/Hero%20Images/LLM.jpg","Learn how large language models work, their applications, and their impact on the DevSecOps world.",[775],{"slug":1140,"externalUrl":-1},"what-is-a-large-language-model-llm",{"content":1142,"config":1149},{"title":1143,"heroImage":1144,"category":11,"description":1145,"authors":1146,"date":1148},"Refactoring JavaScript to TypeScript with GitLab Duo Workflow","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749660174/Blog/Hero%20Images/Workflow_1800x945.png","Learn how we used our autonomous AI agent, which sits in your development environment, to convert a real-world JavaScript application to TypeScript.",[1147],"Frédéric Caplette","2025-05-22",{"slug":1150,"externalUrl":-1},"refactoring-javascript-to-typescript-with-gitlab-duo-workflow",{"content":1152,"config":1159},{"title":1153,"heroImage":1154,"category":744,"description":1155,"authors":1156,"date":1158},"Unlocking AI for every GitLab Premium and Ultimate customer","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749660188/Blog/Hero%20Images/blog-premium-with-duo-cover-0756-fy26-v2-1800x945.png","GitLab Premium and Ultimate now include GitLab Duo essentials for creating and understanding code throughout the software development lifecycle, all at no additional cost.",[1157],"David DeSanto, Chief Product Officer, GitLab","2025-05-15",{"slug":1160,"externalUrl":-1},"gitlab-premium-with-duo",{"content":1162,"config":1168},{"title":1163,"heroImage":975,"category":11,"description":1164,"authors":1165,"date":1167},"Automate tedious coding tasks with GitLab Duo Workflow","See how agentic AI can reduce time spent on repetitive tasks, freeing you up to focus on developing innovative solutions and shipping the next big thing.",[1166],"Jeff Park","2025-05-06",{"slug":1169,"externalUrl":-1},"automate-tedious-coding-tasks-with-gitlab-duo-workflow",{"content":1171,"config":1177},{"title":1172,"heroImage":1173,"category":11,"description":1174,"authors":1175,"date":1176},"GitLab Duo + Amazon Q: Transform ideas into code in minutes","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097127/Blog/Hero%20Images/Blog/Hero%20Images/Screenshot%202024-11-27%20at%204.55.28%E2%80%AFPM_4VVz6DgGBOvbGY8BUmd068_1750097126673.png","The new GitLab Duo with Amazon Q integration analyzes your issue descriptions and automatically generates complete working code solutions, accelerating development workflows.",[698],"2025-04-28",{"slug":1178,"externalUrl":-1},"gitlab-duo-amazon-q-transform-ideas-into-code-in-minutes",{"content":1180,"config":1186},{"title":1181,"heroImage":840,"category":11,"description":1182,"authors":1183,"date":1185},"Solving complex challenges with GitLab Duo Workflow","Learn how a member of the GitLab Customer Success Management team uses agentic AI for real-world problem-solving, including addressing Helm chart limits in the package registry.",[1184],"Johannes Bauer","2025-04-23",{"slug":1187,"externalUrl":-1},"solving-complex-challenges-with-gitlab-duo-workflow",{"content":1189,"config":1195},{"title":1190,"heroImage":911,"category":11,"description":1191,"authors":1192,"date":1194},"GitLab Duo with Amazon Q: Agentic AI optimized for AWS generally available","The comprehensive AI-powered DevSecOps platform combined with the deepest set of cloud computing capabilities speeds dev cycles, increases automation, and improves code quality.",[1193],"Emilio Salvador","2025-04-17",{"slug":1196,"externalUrl":-1},"gitlab-duo-with-amazon-q-agentic-ai-optimized-for-aws",{"content":1198,"config":1204},{"title":1199,"heroImage":1200,"category":11,"description":1201,"authors":1202,"date":1203},"Use GitLab Duo Workflow to improve application quality assurance","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097617/Blog/Hero%20Images/Blog/Hero%20Images/Workflow%201800x945_2gQoQIbY9NvjLFpXtsxtXy_1750097616649.png","Learn step-by-step how to add unit tests to a Java application using agentic AI (includes a video tutorial).",[698],"2025-04-10",{"slug":1205,"externalUrl":-1},"use-gitlab-duo-workflow-to-improve-application-quality-assurance",{"content":1207,"config":1214},{"title":1208,"heroImage":1209,"category":965,"description":1210,"authors":1211,"date":1213},"Strengthen data security with custom PII detection rulesets","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097701/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%285%29_1iy516k40hwBDChKcUJ2zb_1750097700983.png","This tutorial explains how GitLab's customizable Secret Detection rulesets enhance data security by identifying PII patterns in code repositories. Learn how AI can help.",[1212],"Fernando Diaz","2025-04-01",{"slug":1215,"externalUrl":-1},"enhance-data-security-with-custom-pii-detection-rulesets",{"content":1217,"config":1225},{"title":1218,"heroImage":1219,"category":11,"description":1220,"authors":1221,"date":1224},"The GitLab AI Security Framework for security leaders","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664299/Blog/Hero%20Images/AdobeStock_887599633.jpg","Discover how GitLab Duo's security controls, third-party integrations, and retention policies help teams safely implement AI into their development workflow.",[1222,1223],"Kyle Smith","Ayoub Fandi","2025-03-04",{"slug":1226,"externalUrl":-1},"the-gitlab-ai-security-framework-for-security-leaders",{"content":1228,"config":1234},{"title":1229,"heroImage":1230,"category":11,"description":1231,"authors":1232,"date":1233},"GitLab Duo Self-Hosted: Enterprise AI built for data privacy","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097840/Blog/Hero%20Images/Blog/Hero%20Images/Self-Hosted%201800x945_1dL1II2ITh2PteObA9DBLD_1750097839679.png","Customers in regulated industries can now deploy GitLab Duo on self-managed infrastructure, leveraging the power of generative AI while helping to address data residency and privacy concerns.",[1102,903],"2025-02-27",{"slug":1235,"externalUrl":-1},"gitlab-duo-self-hosted-enterprise-ai-built-for-data-privacy",{"content":1237,"config":1243},{"title":1238,"heroImage":1144,"category":11,"description":1239,"authors":1240,"date":1242},"GitLab Duo Workflow: Enterprise visibility and control for agentic AI","Secure, autonomous, context-aware AI agents take on complex tasks, freeing developers to ship innovative software faster. Private beta waitlist now open.",[1241],"Pini Wietchner","2025-02-24",{"slug":1244,"externalUrl":-1},"gitlab-duo-workflow-enterprise-visibility-and-control-for-agentic-ai",{"content":1246,"config":1254},{"title":1247,"heroImage":1248,"category":11,"description":1249,"authors":1250,"date":1253},"How GitLab uses prompt guardrails to help protect customers","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749663918/Blog/Hero%20Images/aipower.jpg","Learn what prompt guardrails are, how they help mitigate security risks, and what unique considerations GitLab has taken into account when implementing them.",[1251,1252],"David O'Regan","Roger Woo","2025-01-30",{"slug":1255,"externalUrl":-1},"how-gitlab-uses-prompt-guardrails-to-help-protect-customers",{"content":1257,"config":1264},{"title":1258,"heroImage":1259,"category":965,"description":1260,"authors":1261,"date":1263},"Improve AI security in GitLab with composite identities","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664638/Blog/Hero%20Images/applicationsecurity.png","Learn how to implement AI features responsibly by applying authentication best practices with service accounts for AI agents in GitLab.",[1262],"Grzegorz Bizon","2025-01-29",{"slug":1265,"externalUrl":-1},"improve-ai-security-in-gitlab-with-composite-identities",{"content":1267,"config":1273},{"title":1268,"heroImage":911,"category":11,"description":1269,"authors":1270,"date":1272},"DevSecOps + Agentic AI: Now on GitLab Self-Managed Ultimate on AWS","Start using AI-powered, DevSecOps-enhanced agents in your AWS GitLab Self-Managed Ultimate instance. Enjoy the benefits of GitLab Duo and Amazon Q in your organization.",[1271],"Jackie Porter","2025-01-16",{"slug":1274,"externalUrl":-1},"devsecops-agentic-ai-now-on-gitlab-self-managed-ultimate-on-aws",{"content":1276,"config":1282},{"title":1277,"heroImage":1278,"category":11,"description":1279,"authors":1280,"date":1281},"AI trends for 2025: Agentic AI, self-hosted models, and more","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749665039/Blog/Hero%20Images/display-the-source-article-ai-trends-coming-in-2026-image-0492-1800x945-fy25.png","Discover coming trends in AI for software development, from on-premises model deployments to proactive AI assistants.",[],"2025-01-13",{"slug":749,"externalUrl":1283},"https://about.gitlab.com/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more/",{"content":1285,"config":1292},{"title":1286,"heroImage":1287,"category":11,"description":1288,"authors":1289,"date":1291},"Automating with GitLab Duo, Part 3: Validating testing","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097447/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%284%29_3LZkiDjHLjhqEkvOvBsVKp_1750097447404.png","Discover what test we ran to validate the impact of GitLab Duo on our team’s automated testing – and the results we achieved.",[1290],"Byron Boots","2024-12-17",{"slug":1293,"externalUrl":-1},"automating-with-gitlab-duo-part-3-validating-testing",{"content":1295,"config":1301},{"title":1296,"heroImage":1297,"category":11,"description":1298,"authors":1299,"date":1300},"Modernizing a simple C++ application to Java with GitLab Duo","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659507/Blog/Hero%20Images/AdobeStock_623844718.jpg","Learn how to refactor code from memory unsafe languages to memory safe languages with the help of GitLab's AI capabilities, saving time and effort on application modernization.",[698],"2024-12-11",{"slug":1302,"externalUrl":-1},"modernizing-a-simple-c-application-to-java-with-gitlab-duo",{"content":1304,"config":1310},{"title":1305,"heroImage":1306,"category":11,"description":1307,"authors":1308,"date":1309},"Automating with GitLab Duo, Part 2: Complex testing","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750099243/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%284%29_3LZkiDjHLjhqEkvOvBsVKp_1750099243011.png","Find out how the GitLab team addressed more complex testing situations using GitLab Duo's AI capabilities, including ensuring that code testing followed standards.",[1290],"2024-12-10",{"slug":1311,"externalUrl":-1},"automating-with-gitlab-duo-part-2-complex-testing",{"content":1313,"config":1319},{"title":1314,"heroImage":1315,"category":539,"description":1316,"authors":1317,"date":1318},"ICYMI: Key AI and security insights from our developer community","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098331/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%286%29_55zMmdJIUpfh5qaPW9dtVA_1750098331584.png","Our latest LinkedIn Live highlights the hottest trends in AI, security, DevSecOps, and more. Also get a taste of the GitLab community contributions that are making an impact.",[1025],"2024-12-05",{"slug":1320,"externalUrl":-1},"icymi-key-ai-and-security-insights-from-our-developer-community",{"content":1322,"config":1327},{"title":1323,"heroImage":939,"category":11,"description":1324,"authors":1325,"date":1318},"Streamline DevSecOps engineering workflows with GitLab Duo","Learn all the ways GitLab Duo's AI capabilities can improve the efficiency of development workflows. Includes in-depth tutorials and demos.",[1326],"Abubakar Siddiq Ango",{"slug":1328,"externalUrl":-1},"streamline-devsecops-engineering-workflows-with-gitlab-duo",{"content":1330,"config":1335},{"title":1331,"heroImage":911,"category":11,"description":1332,"authors":1333,"date":1334},"GitLab Duo with Amazon Q: DevSecOps meets agentic AI","AI-powered DevSecOps enhanced with autonomous AI agents accelerates developer productivity, application modernization, and innovation.",[1193],"2024-12-03",{"slug":1336,"externalUrl":-1},"gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai",{"content":1338,"config":1344},{"title":1339,"heroImage":1340,"category":11,"description":1341,"authors":1342,"date":1334},"How to leverage GitLab Duo for enhanced security reporting","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098339/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%285%29_1iy516k40hwBDChKcUJ2zb_1750098339103.png","Learn how GitLab Duo enables efficient, real-world security reporting for development, operations, and security teams.",[1343,1251],"Valentine Mairet",{"slug":1345,"externalUrl":-1},"how-to-leverage-gitlab-duo-for-enhanced-security-reporting",{"content":1347,"config":1352},{"title":1348,"heroImage":1349,"category":11,"description":1350,"authors":1351,"date":1334},"Quickly resolve broken CI/CD pipelines with AI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097355/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%2811%29_78Dav6FR9EGjhebHWuBVan_1750097355230.png","When your CI/CD pipeline fails, it leads to delays, decreased productivity, and stress. AI-powered Root Cause Analysis makes problem-solving faster and smarter.",[775],{"slug":1353,"externalUrl":-1},"quickly-resolve-broken-ci-cd-pipelines-with-ai",{"content":1355,"config":1361},{"title":1356,"heroImage":1357,"category":11,"description":1358,"authors":1359,"date":1360},"Automating with GitLab Duo, Part 1: Generating tests","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097480/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%284%29_3LZkiDjHLjhqEkvOvBsVKp_1750097480784.png","Learn how we used the AI-driven DevSecOps platform to generate automated tests and improve our development speed and quality.",[1290],"2024-12-02",{"slug":1362,"externalUrl":-1},"automating-with-gitlab-duo-part-1-generating-tests",{"content":1364,"config":1370},{"title":1365,"heroImage":1366,"category":11,"description":1367,"authors":1368,"date":1369},"Chat about your merge request with GitLab Duo","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749675536/Blog/Hero%20Images/blog-image-template-1800x945__2_.png","Learn how to use AI-powered Chat to quickly understand complex merge requests by asking about implementation choices, potential risks, and architectural decisions.",[1129],"2024-11-22",{"slug":1371,"externalUrl":-1},"chat-about-your-merge-request-with-gitlab-duo",{"content":1373,"config":1380},{"title":1374,"heroImage":1375,"category":1376,"description":1377,"authors":1378,"date":1379},"Introducing The Source: Insights for the future of software development","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749674616/Blog/Hero%20Images/blog-image-template-1800x945__1_.png","news","Explore our new publication for transformative software development strategies and expert advice on emerging technologies.",[678],"2024-10-29",{"slug":1381,"externalUrl":-1},"introducing-the-source-insights-for-the-future-of-software-development",{"content":1383,"config":1388},{"title":1384,"heroImage":930,"category":965,"description":1385,"authors":1386,"date":1387},"5 things to know from our LinkedIn Live Security Deep Dive","Security experts and product leaders offered their take on new developments in application security and the latest from GitLab 17.5.",[1025],"2024-10-28",{"slug":1389,"externalUrl":-1},"5-things-to-know-from-our-linkedin-live-security-deep-dive",{"content":1391,"config":1397},{"title":1392,"heroImage":1393,"category":11,"description":1394,"authors":1395,"date":1396},"Quick vulnerability remediation with GitLab Advanced SAST + Duo AI ","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098458/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945_24mPf16vAPHORs3d9y62q_1750098458538.png","Shorten your mean time to remediation by pairing Advanced SAST and artificial intelligence. This detailed demo shows you how.",[1212],"2024-10-22",{"slug":1398,"externalUrl":-1},"quick-vulnerability-remediation-with-gitlab-advanced-sast-duo-ai",{"content":1400,"config":1406},{"title":1401,"heroImage":1402,"category":11,"description":1403,"authors":1404,"date":1405},"Use GitLab Duo to build and deploy a simple Quarkus-native project","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749666069/Blog/Hero%20Images/AdobeStock_639935439.jpg","This tutorial shows how a Java application is compiled to machine code and deployed to a Kubernetes cluster using a CI/CD pipeline. See how AI makes the process faster and more efficient.",[698],"2024-10-17",{"slug":1407,"externalUrl":-1},"use-gitlab-duo-to-build-and-deploy-a-simple-quarkus-native-project",{"content":1409,"config":1416},{"title":1410,"heroImage":1411,"category":11,"description":1412,"authors":1413,"date":1415},"GitLab Duo Chat: Get to know productivity-boosting AI enhancements","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098629/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%281%29_77JeTV9gAmbXM0224acirV_1750098628882.png","Learn about Chat's new capabilities, including migration to Claude 3.5 Sonnet, new slash command helpers, and the integration of Root Cause Analysis and Explain Vulnerability features.",[1414,1251],"Jannik Lehmann","2024-10-03",{"slug":1417,"externalUrl":-1},"gitlab-duo-chat-get-to-know-productivity-boosting-ai-enhancements",{"content":1419,"config":1426},{"title":1420,"heroImage":1421,"category":11,"description":1422,"authors":1423,"date":1425},"5 ways GitLab Duo Chat AI can supercharge product management","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749666405/Blog/Hero%20Images/GitLab_Duo_Blog_Hero_1800x945_r2_B__1_.png","Discover how to transform all aspects of product management, boosting efficiency and improving decision-making. Learn practical tips for leveraging AI throughout your PM workflow.",[1424],"Tim Rizzi","2024-09-25",{"slug":1427,"externalUrl":-1},"5-ways-gitlab-duo-chat-ai-can-supercharge-product-management",{"content":1429,"config":1437},{"title":1430,"heroImage":1431,"category":11,"description":1432,"authors":1433,"date":1436},"Build an ML app pipeline with GitLab Model Registry using MLflow","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749660151/Blog/Hero%20Images/blog-image-template-1800x945__26_.png","Learn how to manage your ML apps entirely through GitLab with this tutorial. Also discover the role machine learning operations, or MLOps, plays in automating the DevSecOps lifecycle.",[1434,1435],"Gufran Yeşilyurt, OBSS","Péter Bozsó","2024-09-17",{"slug":1438,"externalUrl":-1},"build-an-ml-app-pipeline-with-gitlab-model-registry-using-mlflow",{"content":1440,"config":1448},{"title":1441,"heroImage":1442,"category":1012,"description":1443,"authors":1444,"date":1447},"Building GitLab with GitLab: A multi-region service to deliver AI features","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098664/Blog/Hero%20Images/Blog/Hero%20Images/building-gitlab-with-gitlab-no-type_building-gitlab-with-gitlab-no-type.png_1750098663794.png","Discover how we built our first multi-region deployment for teams at GitLab using the platform's many features, helping create a frictionless developer experience for GitLab Duo users.",[1445,1446],"Chance Feick","Sam Wiskow","2024-09-12",{"slug":1449,"externalUrl":-1},"building-gitlab-with-gitlab-a-multi-region-service-to-deliver-ai-features",{"content":1451,"config":1457},{"title":1452,"heroImage":1033,"category":11,"description":1453,"authors":1454,"date":1456},"Navigating the AI frontier: Lessons from the cutting edge","Discover key insights on AI development, from rapid prototyping to production, evaluation frameworks, and emerging industry trends.",[1455,1251],"Michelle Gill","2024-09-10",{"slug":1458,"externalUrl":-1},"navigating-the-ai-frontier-lessons-from-the-cutting-edge",{"content":1460,"config":1466},{"title":1461,"heroImage":1462,"category":11,"description":1463,"authors":1464,"date":1465},"GitLab Duo Enterprise is now available","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749665660/Blog/Hero%20Images/Untitled__1800_x_945_px_.png","Organizations have an end-to-end AI partner for faster, more secure software development. Learn how GitLab Duo Enterprise supports the entire DevSecOps lifecycle.",[1157],"2024-09-03",{"slug":1467,"externalUrl":-1},"gitlab-duo-enterprise-is-now-available",{"content":1469,"config":1474},{"title":1470,"heroImage":930,"category":11,"description":1471,"authors":1472,"date":1473},"5 videos and interactive tours to learn GitLab Duo fast","Get to know GitLab Duo's capabilities and benefits, and use these visual learning tools to understand how to incorporate AI throughout your software development lifecycle.\n",[698],"2024-08-28",{"slug":1475,"externalUrl":-1},"5-videos-and-interactive-tours-to-learn-gitlab-duo-fast",{"content":1477,"config":1482},{"title":1478,"heroImage":975,"category":11,"description":1479,"authors":1480,"date":1481},"Refactor code into modern languages with AI-powered GitLab Duo ","This detailed tutorial helps developers use AI to modernize code by switching to a new programming language and gain knowledge about new features in the same language.",[1015],"2024-08-26",{"slug":1483,"externalUrl":-1},"refactor-code-into-modern-languages-with-ai-powered-gitlab-duo",{"content":1485,"config":1491},{"title":1486,"heroImage":1022,"category":11,"description":1487,"authors":1488,"date":1490},"GitLab named a Leader in 2024 Gartner Magic Quadrant for AI Code Assistants","In the first Gartner® Magic Quadrant™ for this category, GitLab is recognized for its ability to execute and completeness of vision in AI code assistant technology.",[1489],"Dave Steer","2024-08-22",{"slug":1492,"externalUrl":-1},"gitlab-named-a-leader-in-2024-gartner-magic-quadrant-for-ai-code-assistants",{"content":1494,"config":1499},{"title":1495,"heroImage":1421,"category":11,"description":1496,"authors":1497,"date":1498},"Mastering GitLab admin tasks with GitLab Duo Chat","Learn how to use Chat to streamline administrative tasks on self-managed instances, improving efficiency and problem-solving capabilities.",[1251],"2024-08-09",{"slug":1500,"externalUrl":-1},"mastering-gitlab-admin-tasks-with-gitlab-duo-chat",{"content":1502,"config":1509},{"title":1503,"heroImage":1504,"category":11,"description":1505,"authors":1506,"date":1508},"Use GitLab AI features out-of-the-box in a GitLab Workspace","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098843/Blog/Hero%20Images/Blog/Hero%20Images/securitylifecycle-light_securitylifecycle-light.png_1750098843047.png","GitLab Workspaces now ships with the GitLab workflow extension preinstalled, providing access to powerful AI features like GitLab Duo Chat and Code Suggestions for increased productivity.",[1507],"Safwan Ahmed","2024-07-24",{"slug":1510,"externalUrl":-1},"use-gitlab-ai-features-out-of-the-box-in-a-gitlab-workspace",{"content":1512,"config":1519},{"title":1513,"heroImage":1514,"category":11,"description":1515,"authors":1516,"date":1518},"Developing GitLab Duo: Use AI to remediate security vulnerabilities ","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098106/Blog/Hero%20Images/Blog/Hero%20Images/blog-hero-banner-1-0178-820x470-fy25_7JlF3WlEkswGQbcTe8DOTB_1750098106040.png","This tutorial shows how GitLab Duo Vulnerability Explanation and GitLab Duo Vulnerability Resolution, along with our other AI-powered features, can help to address vulnerabilities quickly.",[1015,1517],"Alana Bellucci","2024-07-15",{"slug":1520,"externalUrl":-1},"developing-gitlab-duo-use-ai-to-remediate-security-vulnerabilities",{"content":1522,"config":1528},{"title":1523,"heroImage":1524,"category":11,"description":1525,"authors":1526,"date":1527},"Developing GitLab Duo: A roundup of recent Chat enhancements","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098374/Blog/Hero%20Images/Blog/Hero%20Images/blog-hero-banner-1-0178-820x470-fy25_7JlF3WlEkswGQbcTe8DOTB_1750098374059.png","Discover the latest improvements to GitLab Duo Chat, including a new integration, prompt cancellation, and architectural upgrades.",[1414,1251],"2024-07-10",{"slug":1529,"externalUrl":-1},"developing-gitlab-duo-a-roundup-of-recent-chat-enhancements",{"content":1531,"config":1537},{"title":1532,"heroImage":1533,"category":539,"description":1534,"authors":1535,"date":1536},"Develop C++ unit testing with Catch2, JUnit, and GitLab CI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659684/Blog/Hero%20Images/AdobeStock_479904468__1_.jpg","Learn how to set up, write, and automate C++ unit tests using Catch2 with GitLab CI/CD. See examples from a working air quality app project and AI-powered help from GitLab Duo.",[1025],"2024-07-02",{"slug":1538,"externalUrl":-1},"develop-c-unit-testing-with-catch2-junit-and-gitlab-ci",{"content":1540,"config":1545},{"title":1541,"heroImage":939,"category":11,"description":1542,"authors":1543,"date":1544},"Meet GitLab Duo Workflow - the future of AI-driven development","Workflow, our autonomous AI agent, will transform the way teams build and ship software – our first bold step towards AI-driven DevSecOps.",[1157],"2024-06-27",{"slug":1546,"externalUrl":-1},"meet-gitlab-duo-workflow-the-future-of-ai-driven-development",{"content":1548,"config":1553},{"title":1549,"heroImage":1099,"category":11,"description":1550,"authors":1551,"date":1552},"Top tips for efficient AI-powered Code Suggestions with GitLab Duo","Explore best practices  for using Code Suggestions and how to combine it with our other AI features to greatly improve the developer experience (includes real-world exercises).",[1015],"2024-06-11",{"slug":1554,"externalUrl":-1},"top-tips-for-efficient-ai-powered-code-suggestions-with-gitlab-duo",{"content":1556,"config":1563},{"title":1557,"heroImage":1558,"category":11,"description":1559,"authors":1560,"date":1562},"Developing GitLab Duo: Blending AI and Root Cause Analysis to fix CI/CD pipelines","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097321/Blog/Hero%20Images/Blog/Hero%20Images/blog-hero-banner-1-0178-820x470-fy25_7JlF3WlEkswGQbcTe8DOTB_1750097321081.png","Discover how we've infused Root Cause Analysis with AI to help remedy broken CI/CD pipelines, including example scenarios and take-away exercises.",[1561,1015],"Rutvik Shah","2024-06-06",{"slug":1564,"externalUrl":-1},"developing-gitlab-duo-blending-ai-and-root-cause-analysis-to-fix-ci-cd",{"content":1566,"config":1572},{"title":1567,"heroImage":930,"category":11,"description":1568,"authors":1569,"date":1571},"Developing GitLab Duo series","Our unique blog series, written by our Product and Engineering teams, takes you behind the scenes of our AI innovation and guides you through our newest AI features powering your DevSecOps workflow.",[1570],"GitLab Team","2024-06-03",{"slug":1573,"externalUrl":-1},"developing-gitlab-duo-series",{"content":1575,"config":1582},{"title":1576,"heroImage":1577,"category":11,"description":1578,"authors":1579,"date":1571},"Inside look: How GitLab's Test Platform team validates AI features","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750099033/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%2811%29_78Dav6FR9EGjhebHWuBVan_1750099033422.png","Learn how we continuously analyze AI feature performance, including testing latency worldwide, and get to know our new AI continuous analysis tool.",[1580,1581],"Mark Lapierre","Vincy Wilson",{"slug":1583,"externalUrl":-1},"inside-look-how-gitlabs-test-platform-team-validates-ai-features",{"content":1585,"config":1590},{"title":1586,"heroImage":920,"category":11,"description":1587,"authors":1588,"date":1589},"Developing GitLab Duo: Secure and thoroughly test AI-generated code","Learn step-by-step how to enhance AI-generated code reliability and security using GitLab Duo and GitLab Pages (includes code samples and prompts).",[1251],"2024-05-30",{"slug":1591,"externalUrl":-1},"how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code",{"content":1593,"config":1599},{"title":1594,"heroImage":1595,"category":11,"description":1596,"authors":1597,"date":1598},"GitLab Duo Chat 101: Get more done on GitLab with our AI assistant","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750099126/Blog/Hero%20Images/Blog/Hero%20Images/GitLab_Duo_Blog_Hero_1800x945_r2_B%20%281%29_6a2UB7TOQk3JKxyb5yqYtc_1750099126039.png","In this first article in our series learn how Chat can improve developer productivity – for example, by summarizing issues – and how to improve prompts to get better answers faster.",[1326],"2024-05-29",{"slug":1600,"externalUrl":-1},"gitlab-duo-chat-101-get-more-done-on-gitlab-with-our-ai-assistant",{"content":1602,"config":1608},{"title":1603,"heroImage":1604,"category":11,"description":1605,"authors":1606,"date":1607},"Developing GitLab Duo: How we are dogfooding our AI features","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098360/Blog/Hero%20Images/Blog/Hero%20Images/blog-hero-banner-1-0178-820x470-fy25_7JlF3WlEkswGQbcTe8DOTB_1750098360821.png","As part of our blog series, we share real-world examples of how we integrate AI throughout our software development lifecycle and how we use metrics to gauge their success.",[1251],"2024-05-20",{"slug":1609,"externalUrl":-1},"developing-gitlab-duo-how-we-are-dogfooding-our-ai-features",{"content":1611,"config":1618},{"title":1612,"heroImage":1613,"category":11,"description":1614,"authors":1615,"date":1617},"Developing GitLab Duo: AI Impact analytics dashboard measures the ROI of AI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098611/Blog/Hero%20Images/Blog/Hero%20Images/blog-hero-banner-1-0178-820x470-fy25_7JlF3WlEkswGQbcTe8DOTB_1750098611370.png","Our blog series continues spotlighting a new feature that provides detailed metrics, such as the Code Suggestions Usage Rate, to help understand the effectiveness of AI investments.",[1616],"Haim Snir","2024-05-15",{"slug":1619,"externalUrl":-1},"developing-gitlab-duo-ai-impact-analytics-dashboard-measures-the-roi-of-ai",{"content":1621,"config":1626},{"title":1622,"heroImage":930,"category":11,"description":1623,"authors":1624,"date":1625},"Developing GitLab Duo: How we validate and test AI models at scale","Our blog series debuts with a behind-the-scenes look at how we evaluate LLMs, match them to use cases, and fine-tune them to produce better responses for users.",[1102],"2024-05-09",{"slug":1627,"externalUrl":-1},"developing-gitlab-duo-how-we-validate-and-test-ai-models-at-scale",{"content":1629,"config":1634},{"title":1630,"heroImage":1259,"category":11,"description":1631,"authors":1632,"date":1633},"A developer's guide to building an AI security governance framework","Learn the strategies and practices to adopt for secure and responsible development and use of AI.",[1223],"2024-04-23",{"slug":1635,"externalUrl":-1},"a-developers-guide-to-building-an-ai-security-governance-framework",{"content":1637,"config":1644},{"title":1638,"heroImage":1639,"category":11,"description":1640,"authors":1641,"date":1643},"GitLab Duo Chat, your at-the-ready AI assistant, is now generally available","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749671806/Blog/Hero%20Images/GitLab-Duo-Chat-Thumbnail.png","Explore a real-world example of how our versatile conversational interface for GitLab Duo helps developers onboard faster and write secure code more efficiently.",[1129,1642],"Laurena Alves","2024-04-18",{"slug":1645,"externalUrl":-1},"gitlab-duo-chat-now-generally-available",{"content":1647,"config":1653},{"title":1648,"heroImage":1649,"category":11,"description":1650,"authors":1651,"date":1652},"Introducing the GitLab AI Transparency Center","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098448/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945_4YvWyVQu8Q1g31ZVjlDOkH_1750098447812.png","This new initiative will help our community understand how we uphold governance and transparency in our AI products.",[997],"2024-04-11",{"slug":1654,"externalUrl":-1},"introducing-the-gitlab-ai-transparency-center",{"content":1656,"config":1662},{"title":1657,"heroImage":1658,"category":539,"description":1659,"authors":1660,"date":1661},"How to successfully deliver your software development roadmap","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749669103/Blog/Hero%20Images/AdobeStock_243118595.jpg","Here are three common blockers and how to overcome them to fully realize the ROI of a DevSecOps platform investment.",[1157],"2024-04-04",{"slug":1663,"externalUrl":-1},"how-to-successfully-deliver-your-software-development-roadmap",{"content":1665,"config":1671},{"title":1666,"heroImage":1667,"category":11,"description":1668,"authors":1669,"date":1670},"10 best practices for using AI-powered GitLab Duo Chat","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097639/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%281%29_77JeTV9gAmbXM0224acirV_1750097638765.png","Explore tips and tricks for integrating GitLab Duo Chat into your AI-powered DevSecOps workflows. Plus, expert advice on how to refine chat prompts for the best results.",[1015],"2024-04-02",{"slug":1672,"externalUrl":-1},"10-best-practices-for-using-ai-powered-gitlab-duo-chat",{"content":1674,"config":1681},{"title":1675,"heroImage":1676,"category":11,"description":1677,"authors":1678,"date":1680},"Measuring AI effectiveness beyond developer productivity metrics ","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749671994/Blog/Hero%20Images/AdobeStock_700757695.jpg","AI assistants are here, yet measuring AI's impact on productivity isn’t figured out. Here’s why it’s a difficult problem and how GitLab is solving it.",[1679],"Taylor McCaslin","2024-02-20",{"slug":1682,"externalUrl":-1},"measuring-ai-effectiveness-beyond-developer-productivity-metrics",{"content":1684,"config":1690},{"title":1685,"heroImage":1248,"category":11,"description":1686,"authors":1687,"date":1689},"New report on AI-assisted tools points to rising stakes for DevSecOps","Read the key findings from the \"Omdia Market Radar: AI-Assisted Software Development, 2023-24\" report, including the state of AI-based code assistants.",[1688],"Rusty Weston, Guest Contributor","2024-02-14",{"slug":1691,"externalUrl":-1},"new-report-on-ai-assisted-tools-points-to-rising-stakes-for-devsecops",{"content":1693,"config":1701},{"title":1694,"heroImage":1695,"category":1696,"description":1697,"authors":1698,"date":1700},"Southwest looking to help developers take flight","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749665272/Blog/Hero%20Images/AdobeStock_380312133.jpg","customer-stories","Learn how the airline's DevOps teams are dramatically increasing their ability to detect and resolve problems with GitLab.",[1699],"Sharon Gaudin","2024-01-30",{"slug":1702,"externalUrl":-1},"southwest-looking-to-help-developers-take-flight",{"content":1704,"config":1709},{"title":1705,"heroImage":1099,"category":11,"description":1706,"authors":1707,"date":1708},"AI-powered growth: Transform every stage of software delivery","Find out how the latest developments in the GitLab AI-powered DevSecOps Platform boost efficiency throughout the software development lifecycle.",[1642],"2024-01-29",{"slug":1710,"externalUrl":-1},"ai-powered-growth-transform-every-stage-of-software-delivery",{"content":1712,"config":1718},{"title":1713,"heroImage":1714,"category":11,"description":1715,"authors":1716,"date":1717},"Write Terraform plans faster with GitLab Duo Code Suggestions","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749679194/Blog/Hero%20Images/duo-blog-post.png","Follow this tutorial to learn how to use AI-powered code creation to manage your infrastructure with Terraform.",[1326],"2024-01-24",{"slug":1719,"externalUrl":-1},"write-terraform-plans-faster-with-gitlab-duo-code-suggestions",{"content":1721,"config":1727},{"title":1722,"heroImage":1099,"category":11,"description":1723,"authors":1724,"date":1726}," GitLab Duo Pro combines Code Suggestions, Chat, and organizational controls","AI-powered code completion, code generation, chat, and per-user assignment come to the GitLab DevSecOps Platform as a secure add-on.",[1725,1489],"Hillary Benson","2024-01-17",{"slug":1728,"externalUrl":-1},"gitlab-duo-pro",{"content":1730,"config":1736},{"title":1731,"heroImage":1099,"category":11,"description":1732,"authors":1733,"date":1735},"GitLab uses Anthropic for smart, safe AI-assisted code generation","Anthropic’s Claude AI model supports the delivery of helpful, trusted code in GitLab Duo Code Suggestions.",[1734],"Kevin Chu","2024-01-16",{"slug":1737,"externalUrl":-1},"gitlab-uses-anthropic-for-smart-safe-ai-assisted-code-generation",{"content":1739,"config":1746},{"title":1740,"heroImage":1741,"category":539,"description":1742,"authors":1743,"date":1745},"Top 10 GitLab technical blogs of 2023","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749663000/Blog/Hero%20Images/tanukilifecycle.png","2023 was a big year! Catch up on expert insights into DevSecOps, AI, CI/CD, and more.",[1744],"Sandra Gittlen","2024-01-09",{"slug":1747,"externalUrl":-1},"top-10-gitlab-technical-blogs-of-2023",{"content":1749,"config":1756},{"title":1750,"heroImage":1751,"category":11,"description":1752,"authors":1753,"date":1755},"Can your CI/CD environment support AI-powered DevSecOps? ","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749683522/Blog/Hero%20Images/AdobeStock_659839979.jpg","Unlock the value of AI-powered software development with a DevSecOps platform capable of supporting CI/CD hyperscale.",[1754],"Darren Eastman","2024-01-03",{"slug":1757,"externalUrl":-1},"can-your-ci-cd-environment-support-ai-powered-devsecops",{"content":1759,"config":1764},{"title":1760,"heroImage":1099,"category":11,"description":1761,"authors":1762,"date":1763},"GitLab Duo Code Suggestions is generally available","Learn how our AI-powered workflow helps developers write secure code efficiently.\n",[1157],"2023-12-22",{"slug":1765,"externalUrl":-1},"gitlab-duo-code-suggestions-is-generally-available",{"content":1767,"config":1773},{"title":1768,"heroImage":1769,"category":1696,"description":1770,"authors":1771,"date":1772},"Why HackerOne gets love letters from its developers","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662439/Blog/Hero%20Images/codewithheart.png","Learn how HackerOne is making developers more productive while ensuring that security is built into their software development processes.",[1699],"2023-11-14",{"slug":1774,"externalUrl":-1},"why-hackerone-gets-love-letters-from-developers",{"content":1776,"config":1781},{"title":1777,"heroImage":1099,"category":11,"description":1778,"authors":1779,"date":1780},"Say hello to GitLab Duo Chat: A new level of AI-assisted productivity","Learn how GitLab Duo Chat, releasing Nov. 16 in Beta, can help elevate your coding skills, streamline onboarding, and supercharge team efficiency.",[1129],"2023-11-09",{"slug":1782,"externalUrl":-1},"gitlab-duo-chat-beta",{"content":1784,"config":1788},{"title":1785,"heroImage":1248,"category":11,"description":1786,"authors":1787,"date":1780},"Learning Python with a little help from AI","Use this guided tutorial, along with GitLab Duo Code Suggestions, to learn a new programming language.",[1015],{"slug":1789,"externalUrl":-1},"learning-python-with-a-little-help-from-ai-code-suggestions",{"content":1791,"config":1796},{"title":1792,"heroImage":1741,"category":539,"description":1793,"authors":1794,"date":1795},"Jenkins to GitLab: The ultimate guide to modernizing your CI/CD environment","Learn how to migrate from Jenkins to the integrated CI/CD of the GitLab DevSecOps Platform to deliver high-quality software rapidly.",[775],"2023-11-01",{"slug":1797,"externalUrl":-1},"jenkins-gitlab-ultimate-guide-to-modernizing-cicd-environment",{"content":1799,"config":1805},{"title":1800,"heroImage":1714,"category":11,"description":1801,"authors":1802,"date":1804},"Drive secure growth at scale: Your GitLab AI, CI/CD, and customization toolkit","Find out how the latest developments for the GitLab AI-powered DevSecOps Platform help organizations scale to enterprise levels.",[1803],"Mike Flouton","2023-10-31",{"slug":1806,"externalUrl":-1},"gitlab-ai-cicd-customization-toolkit",{"content":1808,"config":1813},{"title":1809,"heroImage":1769,"category":11,"description":1810,"authors":1811,"date":1812},"Learn advanced Rust programming with a little help from AI","Use this guided tutorial, along with AI-powered GitLab Duo Code Suggestions, to continue learning advanced Rust programming.",[1015],"2023-10-12",{"slug":1814,"externalUrl":-1},"learn-advanced-rust-programming-with-a-little-help-from-ai-code-suggestions",{"content":1816,"config":1823},{"title":1817,"heroImage":1818,"category":11,"description":1819,"authors":1820,"date":1822},"Building GitLab with GitLab: Why there is no MLOps without DevSecOps","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659740/Blog/Hero%20Images/building-gitlab-with-gitlab-no-type.png","Follow along as data scientists adopt DevSecOps practices and enjoy the benefits of automation, repeatable workflows, standardization, and automatic provisioning of infrastructure.",[1821],"William Arias","2023-10-05",{"slug":1824,"externalUrl":-1},"there-is-no-mlops-without-devsecops",{"content":1826,"config":1832},{"title":1827,"heroImage":1828,"category":11,"description":1829,"authors":1830,"date":1831},"Unblock code reviews with GitLab Suggested Reviewers","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749666316/Blog/Hero%20Images/codereview2.png","Identify the right reviewers more quickly, saving time and accelerating the software development lifecycle.",[775],"2023-09-21",{"slug":1833,"externalUrl":-1},"gitlab-suggested-reviewers",{"content":1835,"config":1842},{"title":1836,"heroImage":1837,"category":11,"description":1838,"authors":1839,"date":1841},"GitLab Global DevSecOps AI Report: Ushering in a new era of software development","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749663908/Blog/Hero%20Images/2023-devsecops-report-blog-banner2.png","Our survey found that DevSecOps teams are optimistic about AI, but privacy, security, and training emerged as key challenges to successful AI adoption.",[1840],"Ashley Kramer","2023-09-12",{"slug":1843,"externalUrl":-1},"gitlab-global-devsecops-ai-report",{"content":1845,"config":1850},{"title":1846,"heroImage":1044,"category":11,"description":1847,"authors":1848,"date":1849},"Modern software development problems require modern AI-powered DevSecOps","Learn how applying AI can help solve common development challenges.",[1821],"2023-09-07",{"slug":1851,"externalUrl":-1},"modern-software-development-problems-require-modern-ai-powered-devsecops",{"content":1853,"config":1859},{"title":1854,"heroImage":1855,"category":1696,"description":1856,"authors":1857,"date":1858},"6 reasons Cisco Learning and Certifications adopted GitLab","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749670302/Blog/Hero%20Images/lightbulb-book.png","Learn what Cisco Learning and Certifications's principal engineer and lead architect shared about the organization's use of GitLab at our DevSecOps World Tour in Chicago.",[1699],"2023-09-05",{"slug":1860,"externalUrl":-1},"six-reasons-cisco-learning-and-certifications-adopted-gitlab",{"content":1862,"config":1868},{"title":1863,"heroImage":1864,"category":11,"description":1865,"authors":1866,"date":1867},"Remediating vulnerabilities with GitLab's security insights and AI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662877/Blog/Hero%20Images/security-cover-new.png","Learn how to leverage vulnerability insights and the Explain this Vulnerability AI feature to not only resolve a vulnerability, but also understand it.",[1212],"2023-08-31",{"slug":1869,"externalUrl":-1},"remediating-vulnerabilities-with-insights-and-ai",{"content":1871,"config":1877},{"title":1872,"heroImage":1873,"category":11,"description":1874,"authors":1875,"date":1876},"Explore the Dragon Realm: Build a C++ adventure game with a little help from AI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749663344/Blog/Hero%20Images/compassinfield.jpg","How to use GitLab Duo Code Suggestions to create a text-based adventure game, including magical locations to visit and items to procure, using C++.",[1025],"2023-08-24",{"slug":1878,"externalUrl":-1},"building-a-text-adventure-using-cplusplus-and-code-suggestions",{"content":1880,"config":1884},{"title":1881,"heroImage":1248,"category":11,"description":1786,"authors":1882,"date":1883},"Learning Rust with a little help from AI",[1015],"2023-08-10",{"slug":1885,"externalUrl":-1},"learning-rust-with-a-little-help-from-ai-code-suggestions-getting-started",{"content":1887,"config":1893},{"title":1888,"heroImage":1889,"category":11,"description":1890,"authors":1891,"date":1892},"How GitLab Duo Code Suggestions helped me make long car rides fun","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749679869/Blog/Hero%20Images/carride.jpg","AI-powered Gitlab Duo Code Suggestions coupled with Remote Development workspaces helped me create a Python-based guessing game application to keep my daughter entertained.",[775],"2023-08-03",{"slug":1894,"externalUrl":-1},"gitlab-duo-code-suggestions-python",{"content":1896,"config":1901},{"title":1897,"heroImage":1044,"category":11,"description":1898,"authors":1899,"date":1900},"Combine GitLab Flow and GitLab Duo for a workflow powerhouse ","Add the AI-powered capabilities of GitLab Duo to GitLab Flow to boost the efficiency of DevSecOps workflows. This is a guide for deployment in your environment, including a video tutorial.",[698],"2023-07-27",{"slug":1902,"externalUrl":-1},"gitlab-flow-duo",{"content":1904,"config":1910},{"title":1905,"heroImage":1044,"category":11,"description":1906,"authors":1907,"date":1909},"GitLab plugins for JetBrains and Neovim now available in Beta","GitLab plugins for JetBrains IDEs and Neovim are now available in Beta, bringing GitLab Duo Code Suggestions to more software development environments.",[1908],"Kai Armstrong","2023-07-25",{"slug":1911,"externalUrl":-1},"gitlab-jetbrains-neovim-plugins",{"content":1913,"config":1918},{"title":1914,"heroImage":1915,"category":11,"description":1916,"authors":1917,"date":1909},"RAIL-M is an imperfectly good start for AI model licenses","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749671836/Blog/Hero%20Images/railmimage.jpg","\"GitLab, Inc. is dedicated to open source and AI. This is our take on a model license relevant to open source and AI communities: the BigScience Open RAIL-M license.\"",[997],{"slug":1919,"externalUrl":-1},"rail-m-is-an-imperfectly-good-start-for-ai-model-licenses",{"content":1921,"config":1927},{"title":1922,"heroImage":1923,"category":11,"description":1924,"authors":1925,"date":1926},"Supercharge productivity with generative AI and GitLab Duo","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749674838/Blog/Hero%20Images/duo-blog-post.png","Learn how the GitLab DevSecOps platform leverages generative AI and large language models to enable organizations to boost productivity and efficiency.",[1326],"2023-07-20",{"slug":1928,"externalUrl":-1},"supercharge-productivity-with-gitlab-duo",{"content":1930,"config":1937},{"title":1931,"heroImage":1932,"category":11,"description":1933,"authors":1934,"date":1936},"Empower ModelOps and HPC workloads with GPU-enabled runners integrated with CI/CD","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749682702/Blog/Hero%20Images/gitlab-data-science-icon.png","Learn how to leverage our GitLab-hosted GPU-enabled runners for ModelOps and high-performance computing workloads.",[1935],"Gabriel Engel","2023-07-06",{"slug":1938,"externalUrl":-1},"empowering-modelops-and-hpc-workloads-with-gpu-enabled-runners",{"content":1940,"config":1946},{"title":1941,"heroImage":1942,"category":11,"description":1943,"authors":1944,"date":1945},"GitLab 16: AI and security take center stage","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749671793/Blog/Hero%20Images/16_0-cover-image.png","Our GitLab 16 launch event showcased our AI-powered workflows that drive usability improvements, security enhancements, and observability advancements.",[1157],"2023-06-30",{"slug":1947,"externalUrl":-1},"gitlab-16-ai-and-security-take-center-stage",{"content":1949,"config":1954},{"title":1950,"heroImage":1044,"category":11,"description":1951,"authors":1952,"date":1953},"GitLab for Visual Studio, including code suggestions, available in Beta","GitLab for Visual Studio is now available in Beta, bringing GitLab Duo code suggestions to Visual Studio.",[1908],"2023-06-29",{"slug":1955,"externalUrl":-1},"gitlab-visual-studio-extension",{"content":1957,"config":1962},{"title":1958,"heroImage":1714,"category":11,"description":1959,"authors":1960,"date":1961},"Meet GitLab Duo, the suite of AI capabilities powering your workflows","Learn about GitLab Duo, an expanding toolbox of features integrated directly into the GitLab platform to assist DevSecOps teams.",[1157],"2023-06-22",{"slug":1963,"externalUrl":-1},"meet-gitlab-duo-the-suite-of-ai-capabilities",{"content":1965,"config":1970},{"title":1966,"heroImage":1044,"category":11,"description":1967,"authors":1968,"date":1969},"Self-managed support for Code Suggestions (Beta)","Self-managed support for Code Suggestions (Beta) is coming in GitLab 16.1.",[1252],"2023-06-15",{"slug":1971,"externalUrl":-1},"self-managed-support-for-code-suggestions",{"content":1973,"config":1978},{"title":1974,"heroImage":1044,"category":11,"description":1975,"authors":1976,"date":1977},"Train and deploy AI models with GitLab and Google Cloud's Vertex AI","Demo of GitLab's DevSecOps capabilities combined with Vertex AI's scalable ML platform, designed with the aim of rapid and secure AI deployments.",[708],"2023-06-08",{"slug":1979,"externalUrl":-1},"training-and-deploying-ai-models-with-gitlab-and-vertex-ai",{"content":1981,"config":1986},{"title":1982,"heroImage":1044,"category":11,"description":1983,"authors":1984,"date":1985},"ML experiment: Extending Code Suggestions to more development environments","Learn how GitLab is experimenting with extending Code Suggestions to Visual Studio, JetBrains IDE, Neovim, and other environments in our ongoing 'AI/ML in DevSecOps' series.",[1908],"2023-06-01",{"slug":1987,"externalUrl":-1},"extending-code-suggestions",{"content":1989,"config":1995},{"title":1990,"heroImage":1044,"category":11,"description":1991,"authors":1992,"date":1994},"How Code Suggestions can supercharge developers' daily productivity","Learn how you can use GitLab Code Suggestions to accelerate your development.",[1993],"Neha Khalwadekar","2023-05-25",{"slug":1996,"externalUrl":-1},"code-suggestions-improves-developer-productivity",{"content":1998,"config":2003},{"title":1999,"heroImage":1044,"category":11,"description":2000,"authors":2001,"date":2002},"ML experiment: Summarize my merge request review","Learn how GitLab is experimenting with ML-powered merge request review summaries in this latest installment of our ongoing 'AI/ML in DevSecOps' series.",[1908],"2023-05-18",{"slug":2004,"externalUrl":-1},"summarize-my-merge-request-review",{"content":2006,"config":2011},{"title":2007,"heroImage":1044,"category":11,"description":2008,"authors":2009,"date":2010},"Code Suggestions available to all GitLab tiers while in Beta","All users can acess Code Suggestions AI-assisted feature while it is in Beta.",[1993],"2023-05-16",{"slug":2012,"externalUrl":-1},"code-suggestions-for-all-during-beta",{"content":2014,"config":2020},{"title":2015,"heroImage":1044,"category":11,"description":2016,"authors":2017,"date":2019},"Track ML model experiments with new GitLab MLFlow integration","Track the many versions of your machine learning models on GitLab using the MLFlow client.",[2018],"Eduardo Bonet","2023-05-11",{"slug":2021,"externalUrl":-1},"track-machine-learning-model-experiments",{"content":2023,"config":2029},{"title":2024,"heroImage":1044,"category":11,"description":2025,"authors":2026,"date":2028},"ML experiment: Use a chatbot to answer how-to questions","Learn how GitLab is experimenting with a docs chatbot that you can ask product questions in this latest installment of our ongoing 'AI/ML in DevSecOps' series.",[2027],"Sarah Waldner","2023-05-04",{"slug":2030,"externalUrl":-1},"gitlab-chat-ai",{"content":2032,"config":2039},{"title":2033,"heroImage":2034,"category":11,"description":2035,"authors":2036,"date":2038},"GitLab details AI-assisted features in the DevSecOps platform","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749669077/Blog/Hero%20Images/ai-fireside-chat.png","In a fireside chat, CEO and co-founder Sid Sijbrandij shared demos of AI-assisted features available today in gitlab.com.",[2037],"Sid Sijbrandij","2023-05-03",{"slug":2040,"externalUrl":-1},"gitlab-ai-assisted-features",{"content":2042,"config":2048},{"title":2043,"heroImage":2044,"category":11,"description":2045,"authors":2046,"date":2047},"ML experiment: Explain this vulnerability","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664087/Blog/Hero%20Images/tanukicover.jpg","Learn how GitLab is experimenting with vulnerability explanation and mitigation recommendations in this latest installment of our ongoing 'AI/ML in DevSecOps' series.",[1517],"2023-05-02",{"slug":2049,"externalUrl":-1},"explain-this-vulnerability",{"content":2051,"config":2056},{"title":2052,"heroImage":1932,"category":11,"description":2053,"authors":2054,"date":2055},"ML experiment: Generate tests for code changes","Learn how GitLab is experimenting with ML-powered test suggestions in this latest installment of our ongoing 'AI/ML in DevSecOps' series.",[1908],"2023-04-27",{"slug":2057,"externalUrl":-1},"merge-request-suggest-a-test",{"content":2059,"config":2066},{"title":2060,"heroImage":2061,"category":11,"description":2062,"authors":2063,"date":2065},"AI/ML in DevSecOps Series","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749682693/Blog/Hero%20Images/ai-ml-in-devsecops-blog-series.png","This blog series chronicles our journey to integrate AI/ML throughout the software development lifecycle.",[2064],"GitLab AI Assisted Group","2023-04-24",{"slug":2067,"externalUrl":-1},"ai-ml-in-devsecops-series",{"content":2069,"config":2074},{"title":2070,"heroImage":1837,"category":539,"description":2071,"authors":2072,"date":2073},"GitLab survey highlights wins, challenges as orgs adopt DevSecOps","This year’s survey findings show that DevSecOps principles, together with a DevSecOps platform, help organizations ship more secure software, faster.",[1157],"2023-04-20",{"slug":2075,"externalUrl":-1},"gitlab-survey-highlights-wins-challenges-as-orgs-adopt-devsecops",{"content":2077,"config":2081},{"title":2078,"heroImage":1044,"category":11,"description":2079,"authors":2080,"date":2073},"ML experiment: Summarize merge request changes","Learn how GitLab is experimenting with ML-powered merge request changes summarization in this sixth installment of our ongoing AI/ML in DevSecOps series.",[1908],{"slug":2082,"externalUrl":-1},"merge-request-changes-summary-ai",{"content":2084,"config":2090},{"title":2085,"heroImage":1044,"category":11,"description":2086,"authors":2087,"date":2089},"ML experiment: Summarizing issue comments","Learn how GitLab is experimenting with ML-powered issue comment summarization in this fifth installment of our ongoing AI/ML in DevSecOps series.",[2088,1679],"Melissa Ushakov","2023-04-13",{"slug":2091,"externalUrl":-1},"summarize-issues",{"content":2093,"config":2098},{"title":2094,"heroImage":1044,"category":11,"description":2095,"authors":2096,"date":2097},"ML experiment: Explain this source code","Learn how GitLab is experimenting with ML-powered source code explanation features in this fourth installment of our ongoing AI/ML in DevSecOps series.",[1679],"2023-04-06",{"slug":2099,"externalUrl":-1},"explain-this-code",{"content":2101,"config":2106},{"title":2102,"heroImage":1044,"category":11,"description":2103,"authors":2104,"date":2105},"ML experiment: Writing SQL is about to get a lot easier","Learn how GitLab is experimenting with ML-powered product features in this third installment of our ongoing AI/ML in DevSecOps series.",[1679],"2023-03-30",{"slug":2107,"externalUrl":-1},"ml-experiment-sql",{"content":2109,"config":2114},{"title":2110,"heroImage":1044,"category":11,"description":2111,"authors":2112,"date":2113},"How AI-assisted code suggestions will advance DevSecOps","In this second blog in our ‘Future of AI/ML in DevSecOps’ series, find out the impact of AI Assisted code suggestions on the software development lifecycle.",[1993],"2023-03-23",{"slug":2115,"externalUrl":-1},"ai-assisted-code-suggestions",{"content":2117,"config":2122},{"title":2118,"heroImage":1044,"category":11,"description":2119,"authors":2120,"date":2121},"What the ML is up with DevSecOps and AI?","AI will revolutionize DevSecOps platforms. Learn about where GitLab is today and what we're working on.",[1679],"2023-03-16",{"slug":2123,"externalUrl":-1},"what-the-ml-ai",{"content":2125,"config":2132},{"title":2126,"heroImage":2127,"category":539,"description":2128,"authors":2129,"date":2131},"Machine learning and DevSecOps: Inside the OctoML/GitLab integration","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749666915/Blog/Hero%20Images/autodevops.jpg","MLOps and DevSecOps teams can unify their workflows and gain automation and cost efficiencies.",[2130],"Sameer Farooqui, OctoML","2023-02-23",{"slug":2133,"externalUrl":-1},"machine-learning-and-devsecops",{"content":2135,"config":2141},{"title":2136,"heroImage":2137,"category":539,"description":2138,"authors":2139,"date":2140},"GitLab’s 2023 predictions: What’s next for DevSecOps?","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749663820/Blog/Hero%20Images/prediction.jpg","Check out insights on securing the supply chain, new uses for AI/ML, and more.",[1744],"2023-01-26",{"slug":2142,"externalUrl":-1},"whats-next-for-devsecops",{"content":2144,"config":2150},{"title":2145,"heroImage":2146,"category":539,"description":2147,"authors":2148,"date":2149},"DevSecOps platforms give SMBs security muscle","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749667094/Blog/Hero%20Images/container-security.jpg","A single platform enables teams to build, test, and deploy secure software with fewer resources.",[1699],"2023-01-10",{"slug":2151,"externalUrl":-1},"devsecops-platforms-give-smbs-security-muscle",{"content":2153,"config":2161},{"title":2154,"heroImage":2155,"category":2156,"description":2157,"authors":2158,"date":2160},"How is AI/ML changing DevOps?","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749667540/Blog/Hero%20Images/devops-team-structure.jpg","insights","Can DevOps help AI/ML find maturity? Here are questions to consider.",[2159],"Brendan O'Leary","2022-11-16",{"slug":2162,"externalUrl":-1},"how-is-ai-ml-changing-devops",{"content":2164,"config":2170},{"title":2165,"heroImage":2166,"category":539,"description":2167,"authors":2168,"date":2169},"UnReview a year later: How GitLab is transforming DevOps code review with ML-powered functionality","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749668002/Blog/Hero%20Images/pg-gear.jpg","Learn how last year's acquisition has resulted in impactful features for the One DevOps Platform.",[1679],"2022-06-02",{"slug":2171,"externalUrl":-1},"unreview-a-year-later-how-gitlab-is-being-transformed-by-ml-powered-code-review",{"content":2173,"config":2179},{"title":2174,"heroImage":2175,"category":2156,"description":2176,"authors":2177,"date":2178},"Top 10 ways machine learning may help DevOps","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749668426/Blog/Hero%20Images/retrospectivesgitlabpost.jpg","Is machine learning part of your DevOps plan? Here are some ways ML could fit right in.",[942],"2022-02-14",{"slug":2180,"externalUrl":-1},"top-10-ways-machine-learning-may-help-devops",{"content":2182,"config":2189},{"title":2183,"heroImage":2184,"category":1012,"description":2185,"authors":2186,"date":2188},"Pipelines-as-Code: How to improve speed from idea to production","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749663397/Blog/Hero%20Images/logoforblogpost.jpg","Pipelines-as-Code streamline automatic building, testing, and deploying of applications using prebuilt pipelines and infrastructure components. Here's how it works.",[2187],"Robert Williams","2022-01-18",{"slug":2190,"externalUrl":-1},"pipelines-as-code",{"content":2192,"config":2197},{"title":2193,"heroImage":2175,"category":539,"description":2194,"authors":2195,"date":2196},"The road to smarter code reviewer recommendations","Machine learning is coming to GitLab's code review process. Here's what you need to know, and how you can help!",[1679],"2022-01-04",{"slug":2198,"externalUrl":-1},"the-road-to-smarter-code-reviewer-recommendations",{"content":2200,"config":2206},{"title":2201,"heroImage":2202,"category":1012,"description":2203,"authors":2204,"date":2205},"How Comet can streamline machine learning on The GitLab DevOps Platform","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749669991/Blog/Hero%20Images/ways-to-encourage-collaboration.jpg","Here's a step-by-step look at how to bring ML into software development using Comet on GitLab's DevOps Platform.",[1821],"2021-11-08",{"slug":2207,"externalUrl":-1},"machine-learning-on-the-gitlab-devops-platform",{"content":2209,"config":2216},{"title":2210,"heroImage":2211,"category":1376,"description":2212,"authors":2213,"date":2215},"How machine learning ops works with GitLab and continuous machine learning","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749681802/Blog/Hero%20Images/gitlab_cml_dvc_banner.png","We share different machine learning use cases for CML projects using GitLab CI.",[2214],"Dr. Elle O'Brien","2020-12-01",{"slug":2217,"externalUrl":-1},"continuous-machine-learning-development-with-gitlab-ci",{"content":2219,"config":2226},{"title":2220,"heroImage":2221,"category":2156,"description":2222,"authors":2223,"date":2225},"How Telesphora is tackling the opioid epidemic with machine learning and human-centered design","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749671593/Blog/Hero%20Images/telesphora-team.jpg","GitLab users Jack Cackler and Frank Lee explain how they use predictive analytics to empower community stakeholders, like first responders and policy makers, to save lives.",[2224],"Erica Lindberg","2018-09-05",{"slug":2227,"externalUrl":-1},"how-telesphora-is-tackling-the-opioid-crisis-machine-learning-human-centered-design",1772652085044]