[{"data":1,"prerenderedAt":993},["ShallowReactive",2],{"/de-de/blog/categories/ai/page/12":3,"navigation-de-de":21,"banner-de-de":457,"footer-de-de":464,"ai-category-page-total-items-de-de":721,"ai-category-page-featured-de-de":722,"ai-category-page-12-de-de":951},{"id":4,"title":5,"body":6,"category":6,"config":7,"content":11,"description":6,"extension":13,"meta":14,"navigation":15,"path":16,"seo":17,"slug":6,"stem":19,"testContent":6,"type":6,"__hash__":20},"blogCategories/de-de/blog/categories/ai.yml","Ai",null,{"template":8,"slug":9,"hide":10},"BlogCategory","ai",false,{"name":12},"KI","yml",{},true,"/de-de/blog/categories/ai",{"title":12,"description":18},"Browse articles related to KI on the GitLab Blog","de-de/blog/categories/ai","x6dO65NXk1sakWSHmJEv_NRbJ7YkC7LXuXrgCUHJ3-Y",{"logo":22,"freeTrial":27,"sales":32,"login":37,"items":42,"search":373,"minimal":408,"duo":427,"switchNav":436,"pricingDeployment":447},{"config":23},{"href":24,"dataGaName":25,"dataGaLocation":26},"/de-de/","gitlab logo","header",{"text":28,"config":29},"Kostenlose Testversion anfordern",{"href":30,"dataGaName":31,"dataGaLocation":26},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/de-de&glm_content=default-saas-trial/","free trial",{"text":33,"config":34},"Demo anfordern",{"href":35,"dataGaName":36,"dataGaLocation":26},"/request-a-demo/","sales",{"text":38,"config":39},"Anmelden",{"href":40,"dataGaName":41,"dataGaLocation":26},"https://gitlab.com/users/sign_in/","sign in",[43,129,217,222,297,351],{"text":44,"left":15,"config":45,"menu":47},"Plattform",{"dataNavLevelOne":46},"platform",{"type":48,"link":49,"columns":53,"feature":118},"lists",{"text":50,"config":51},"Die Plattform erkunden",{"href":52,"dataGaName":46,"dataGaLocation":26},"/de-de/platform/",[54,77,100],{"title":55,"items":56},"Ausführung und Workflows",[57,62,67,72],{"text":58,"config":59},"CI/CD",{"href":60,"dataGaLocation":26,"dataGaName":61},"/de-de/solutions/continuous-integration/","ci/cd",{"text":63,"config":64},"Quellcodeverwaltung",{"href":65,"dataGaLocation":26,"dataGaName":66},"/de-de/solutions/source-code-management/","source code management",{"text":68,"config":69},"Agile Delivery",{"href":70,"dataGaLocation":26,"dataGaName":71},"/de-de/solutions/agile-delivery/","agile delivery",{"text":73,"config":74},"Artefaktverwaltung",{"href":75,"dataGaLocation":26,"dataGaName":76},"/de-de/artifact-central/","artifact management",{"title":78,"items":79},"Sicherheit und Governance",[80,85,90,95],{"text":81,"config":82},"Anwendungssicherheitstests",{"href":83,"dataGaLocation":26,"dataGaName":84},"/de-de/solutions/application-security-testing/","application security testing",{"text":86,"config":87},"Governance und Compliance",{"href":88,"dataGaLocation":26,"dataGaName":89},"/de-de/solutions/software-compliance/","governance and compliance",{"text":91,"config":92},"Secrets-Management",{"href":93,"dataGaLocation":26,"dataGaName":94},"/de-de/gitlab-secrets-manager/","secrets management",{"text":96,"config":97},"Lieferkettensicherheit",{"href":98,"dataGaLocation":26,"dataGaName":99},"/de-de/solutions/supply-chain/","supply chain security",{"title":101,"items":102},"Kontext und KI",[103,108,113],{"text":104,"config":105},"Agentische Orchestrierung",{"href":106,"dataGaLocation":26,"dataGaName":107},"/de-de/gitlab-duo-agent-platform/","agentic orchestration",{"text":109,"config":110},"Kontextgraph",{"href":111,"dataGaLocation":26,"dataGaName":112},"/de-de/gitlab-orbit/","context graph",{"text":114,"config":115},"Sichtbarkeit und Messung",{"href":116,"dataGaLocation":26,"dataGaName":117},"/de-de/solutions/visibility-measurement/","visibility and measurement",{"config":119,"title":122,"text":123,"link":124},{"background":120,"textColor":121},"url('https://res.cloudinary.com/about-gitlab-com/image/upload/v1790185102/o7dn32anqcb6z8dgd3as.jpg')","#000","Warum GitLab","Eine Plattform für Schnelligkeit und Kontrolle im gesamten Software-Lebenszyklus.",{"text":125,"config":126},"Mehr erfahren",{"href":127,"dataGaName":128,"dataGaLocation":26},"/de-de/why-gitlab/","why gitlab",{"text":130,"left":15,"config":131,"menu":133},"Lösungen",{"dataNavLevelOne":132},"solutions",{"type":48,"link":134,"columns":138,"feature":208},{"text":135,"config":136},"Alle Lösungen anzeigen",{"href":137,"dataGaName":132,"dataGaLocation":26},"/de-de/solutions/",[139,157,175],{"title":140,"items":141},"Ergebnisse",[142,147,152],{"text":143,"config":144},"DevOps-Modernisierung",{"href":145,"dataGaLocation":26,"dataGaName":146},"/de-de/assessments/devops-modernization-assessment/","devops modernization",{"text":148,"config":149},"Sicherheitsmodernisierung",{"href":150,"dataGaLocation":26,"dataGaName":151},"/de-de/assessments/security-modernization-assessment/","security modernization",{"text":153,"config":154},"KI-Modernisierung",{"href":155,"dataGaLocation":26,"dataGaName":156},"/de-de/assessments/ai-modernization-assessment/","ai modernization",{"title":158,"items":159},"Nach Größe",[160,165,170],{"text":161,"config":162},"Große Unternehmen",{"href":163,"dataGaLocation":26,"dataGaName":164},"/de-de/enterprise/","enterprise",{"text":166,"config":167},"Kleine Unternehmen",{"href":168,"dataGaLocation":26,"dataGaName":169},"/de-de/small-business/","small business",{"text":171,"config":172},"Start-ups",{"href":173,"dataGaLocation":26,"dataGaName":174},"/de-de/solutions/startups/","startups",{"title":176,"items":177},"Branchen",[178,183,188,193,198,203],{"text":179,"config":180},"Finanzdienstleistungen",{"href":181,"dataGaLocation":26,"dataGaName":182},"/de-de/solutions/finance/","financial services",{"text":184,"config":185},"Öffentlicher Sektor",{"href":186,"dataGaLocation":26,"dataGaName":187},"/de-de/solutions/public-sector/","public sector",{"text":189,"config":190},"Telekommunikation",{"href":191,"dataGaLocation":26,"dataGaName":192},"/de-de/solutions/telecommunications/","telecommunications",{"text":194,"config":195},"Automobilindustrie",{"href":196,"dataGaLocation":26,"dataGaName":197},"/de-de/solutions/automotive/","automotive",{"text":199,"config":200},"Bildungswesen",{"href":201,"dataGaLocation":26,"dataGaName":202},"/de-de/solutions/education/","education",{"text":204,"config":205},"Luft- und Raumfahrt",{"href":206,"dataGaLocation":26,"dataGaName":207},"/de-de/solutions/aerospace/","aerospace",{"config":209,"title":210,"text":211,"link":212},{"background":120,"textColor":121},"GitLab-Sicherheitsstandard","Mehr dazu, wie du deine Software Factory stärkst und KI-Agenten Autonomie gewinnen lässt, ohne an Sicherheit einzubüßen.",{"text":213,"config":214},"Standard entdecken",{"href":215,"dataGaName":216,"dataGaLocation":26},"/gitlab-security-standard/","gitlab security standard",{"text":218,"config":219},"Preise",{"href":220,"dataGaName":221,"dataGaLocation":26,"dataNavLevelOne":221},"/de-de/pricing/","pricing",{"text":223,"config":224,"menu":226},"Ressourcen",{"dataNavLevelOne":225},"resources",{"type":48,"link":227,"columns":231,"feature":288},{"text":228,"config":229},"Alle Ressourcen anzeigen",{"href":230,"dataGaName":225,"dataGaLocation":26},"/de-de/resources/",[232,260],{"title":233,"items":234},"Entdecken",[235,240,245,250,255],{"text":236,"config":237},"Dokumentation",{"href":238,"dataGaName":239,"dataGaLocation":26},"https://docs.gitlab.com/","docs",{"text":241,"config":242},"GitLab University",{"href":243,"dataGaName":244,"dataGaLocation":26},"https://university.gitlab.com/","university",{"text":246,"config":247},"Demo-Reihe",{"href":248,"dataGaName":249,"dataGaLocation":26},"/de-de/gitlab-technical-demo-series/","demo series",{"text":251,"config":252},"Demo-Hub",{"href":253,"dataGaName":254,"dataGaLocation":26},"/de-de/demo-hub/","demo hub",{"text":256,"config":257},"Dienste",{"href":258,"dataGaName":259,"dataGaLocation":26},"/de-de/services/","services",{"title":261,"items":262},"Vernetzen",[263,268,273,278,283],{"text":264,"config":265},"Blog",{"href":266,"dataGaName":267,"dataGaLocation":26},"/de-de/blog/","blog",{"text":269,"config":270},"Community",{"href":271,"dataGaName":272,"dataGaLocation":26},"/community/","community",{"text":274,"config":275},"Kunden",{"href":276,"dataGaName":277,"dataGaLocation":26},"/de-de/customers/","customers",{"text":279,"config":280},"Partner",{"href":281,"dataGaName":282,"dataGaLocation":26},"/de-de/partners/","partners",{"text":284,"config":285},"Veranstaltungen",{"href":286,"dataGaName":287,"dataGaLocation":26},"/events/","events",{"config":289,"title":290,"text":291,"link":292},{"background":120,"textColor":121},"Neues bei GitLab","Über die neuesten Funktionen und Verbesserungen auf dem Laufenden bleiben.",{"text":293,"config":294},"Aktuelle Nachrichten",{"href":295,"dataGaName":296,"dataGaLocation":26},"/de-de/whats-new/","whats new",{"text":298,"config":299,"menu":301},"Unternehmen",{"dataNavLevelOne":300},"company",{"type":48,"columns":302},[303],{"items":304},[305,310,316,321,326,331,336,341,346],{"text":306,"config":307},"Über",{"href":308,"dataGaName":309,"dataGaLocation":26},"/de-de/company/","about",{"text":311,"config":312,"footerGa":315},"Karriere",{"href":313,"dataGaName":314,"dataGaLocation":26},"/jobs/","jobs",{"dataGaName":314},{"text":317,"config":318},"Presse",{"href":319,"dataGaName":320,"dataGaLocation":26},"/press/","press",{"text":322,"config":323},"Handbuch",{"href":324,"dataGaName":325,"dataGaLocation":26},"https://handbook.gitlab.com/","handbook",{"text":327,"config":328},"Geschäftsführung",{"href":329,"dataGaName":330,"dataGaLocation":26},"/company/team/e-group/","leadership",{"text":332,"config":333},"Investor Relations",{"href":334,"dataGaName":335,"dataGaLocation":26},"https://ir.gitlab.com/overview/default.aspx","investor relations",{"text":337,"config":338},"Trust Center",{"href":339,"dataGaName":340,"dataGaLocation":26},"/de-de/security/","trust center",{"text":342,"config":343},"AI Transparency Center",{"href":344,"dataGaName":345,"dataGaLocation":26},"/de-de/ai-transparency-center/","ai transparency center",{"text":347,"config":348},"Newsletter",{"href":349,"dataGaName":350,"dataGaLocation":26},"/company/contact/#contact-forms","newsletter",{"text":352,"config":353,"menu":354},"Kontakt",{"dataNavLevelOne":300},{"type":48,"columns":355},[356],{"items":357},[358,363,368],{"text":359,"config":360},"Vertrieb kontaktieren",{"href":361,"dataGaName":362,"dataGaLocation":26},"/de-de/sales/","talk to sales",{"text":364,"config":365},"Support-Portal",{"href":366,"dataGaName":367,"dataGaLocation":26},"https://support.gitlab.com/hc/en-us","support portal",{"text":369,"config":370},"Kundenportal",{"href":371,"dataGaName":372,"dataGaLocation":26},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":374,"login":375,"suggestions":382},"Schließen",{"text":376,"link":377},"Um Repositorys und Projekte zu durchsuchen, melde dich an bei",{"text":378,"config":379},"gitlab.com",{"href":40,"dataGaName":380,"dataGaLocation":381},"search login","search",{"text":383,"default":384},"Vorschläge",[385,388,392,394,399,404],{"text":386,"config":387},"GitLab Duo Agent Platform",{"href":106,"dataGaName":386,"dataGaLocation":381},{"text":389,"config":390},"Codevorschläge (KI)",{"href":106,"dataGaName":391,"dataGaLocation":381},"Code Suggestions (AI)",{"text":58,"config":393},{"href":60,"dataGaName":58,"dataGaLocation":381},{"text":395,"config":396},"GitLab auf AWS",{"href":397,"dataGaName":398,"dataGaLocation":381},"/de-de/partners/technology-partners/aws/","GitLab on AWS",{"text":400,"config":401},"GitLab auf Google Cloud",{"href":402,"dataGaName":403,"dataGaLocation":381},"/de-de/partners/technology-partners/google-cloud-platform/","GitLab on Google Cloud",{"text":405,"config":406},"Warum GitLab?",{"href":127,"dataGaName":407,"dataGaLocation":381},"Why GitLab?",{"freeTrial":409,"mobileIcon":414,"desktopIcon":419,"secondaryButton":422},{"text":410,"config":411},"Kostenlos testen",{"href":412,"dataGaName":31,"dataGaLocation":413},"https://gitlab.com/-/trials/new/","nav",{"altText":415,"config":416},"GitLab-Symbol",{"src":417,"dataGaName":418,"dataGaLocation":413},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":415,"config":420},{"src":421,"dataGaName":418,"dataGaLocation":413},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":423,"config":424},"Erste Schritte",{"href":425,"dataGaName":426,"dataGaLocation":413},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/de-de/get-started/","get started",{"freeTrial":428,"mobileIcon":432,"desktopIcon":434},{"text":429,"config":430},"Mehr über GitLab Duo erfahren",{"href":106,"dataGaName":431,"dataGaLocation":413},"gitlab duo",{"altText":415,"config":433},{"src":417,"dataGaName":418,"dataGaLocation":413},{"altText":415,"config":435},{"src":421,"dataGaName":418,"dataGaLocation":413},{"button":437,"mobileIcon":442,"desktopIcon":444},{"text":438,"config":439},"/Option",{"href":440,"dataGaName":441,"dataGaLocation":413},"#contact","switch",{"altText":415,"config":443},{"src":417,"dataGaName":418,"dataGaLocation":413},{"altText":415,"config":445},{"src":446,"dataGaName":418,"dataGaLocation":413},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1773335277/ohhpiuoxoldryzrnhfrh.png",{"freeTrial":448,"mobileIcon":453,"desktopIcon":455},{"text":449,"config":450},"Zurück zur Preisübersicht",{"href":220,"dataGaName":451,"dataGaLocation":413,"icon":452},"back to pricing","GoBack",{"altText":415,"config":454},{"src":417,"dataGaName":418,"dataGaLocation":413},{"altText":415,"config":456},{"src":421,"dataGaName":418,"dataGaLocation":413},{"title":458,"button":459,"config":462},"GitLab Orbit ist da: die Kontextebene für KI-Agenten",{"text":125,"config":460},{"href":111,"dataGaName":461,"dataGaLocation":26},"orbit",{"layout":463,"disabled":10},"release",{"data":465},{"text":466,"source":467,"edit":473,"contribute":478,"config":483,"items":488,"minimal":710},"Git ist eine Marke von Software Freedom Conservancy und unsere Verwendung von „GitLab“ erfolgt unter Lizenz.",{"text":468,"config":469},"Quelltext der Seite anzeigen",{"href":470,"dataGaName":471,"dataGaLocation":472},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":474,"config":475},"Diese Seite bearbeiten",{"href":476,"dataGaName":477,"dataGaLocation":472},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":479,"config":480},"Beteilige dich",{"href":481,"dataGaName":482,"dataGaLocation":472},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":484,"facebook":485,"youtube":486,"linkedin":487},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[489,534,592,635,677],{"title":218,"links":490,"subMenu":505},[491,495,500],{"text":492,"config":493},"Tarife anzeigen",{"href":220,"dataGaName":494,"dataGaLocation":472},"view plans",{"text":496,"config":497},"Vorteile von Premium",{"href":498,"dataGaName":499,"dataGaLocation":472},"/de-de/pricing/premium/","why premium",{"text":501,"config":502},"Vorteile von Ultimate",{"href":503,"dataGaName":504,"dataGaLocation":472},"/de-de/pricing/ultimate/","why ultimate",[506],{"title":352,"links":507},[508,510,512,514,519,524,529],{"text":359,"config":509},{"href":361,"dataGaName":36,"dataGaLocation":472},{"text":364,"config":511},{"href":366,"dataGaName":367,"dataGaLocation":472},{"text":369,"config":513},{"href":371,"dataGaName":372,"dataGaLocation":472},{"text":515,"config":516},"Status",{"href":517,"dataGaName":518,"dataGaLocation":472},"https://status.gitlab.com/","status",{"text":520,"config":521},"Nutzungsbedingungen",{"href":522,"dataGaName":523,"dataGaLocation":472},"/terms/","terms of use",{"text":525,"config":526},"Datenschutzerklärung",{"href":527,"dataGaName":528,"dataGaLocation":472},"/de-de/privacy/","privacy statement",{"text":530,"config":531},"Cookie-Einstellungen",{"dataGaName":532,"dataGaLocation":472,"id":533,"isOneTrustButton":15},"cookie preferences","ot-sdk-btn",{"title":44,"links":535,"subMenu":549},[536,539,541,543,545,547],{"text":537,"config":538},"Plattform entdecken",{"href":52,"dataGaName":46,"dataGaLocation":472},{"text":104,"config":540},{"href":106,"dataGaName":107,"dataGaLocation":472},{"text":58,"config":542},{"href":60,"dataGaName":61,"dataGaLocation":472},{"text":109,"config":544},{"href":111,"dataGaName":112,"dataGaLocation":472},{"text":91,"config":546},{"href":93,"dataGaName":94,"dataGaLocation":472},{"text":122,"config":548},{"href":127,"dataGaName":128,"dataGaLocation":472},[550],{"title":551,"links":552},"Themen",[553,557,562,567,572,577,582,587],{"text":58,"config":554},{"href":555,"dataGaName":556,"dataGaLocation":472},"/de-de/topics/ci-cd/","cicd",{"text":558,"config":559},"GitOps",{"href":560,"dataGaName":561,"dataGaLocation":472},"/de-de/topics/gitops/","gitops",{"text":563,"config":564},"DevOps",{"href":565,"dataGaName":566,"dataGaLocation":472},"/de-de/topics/devops/","devops",{"text":568,"config":569},"Versionskontrolle",{"href":570,"dataGaName":571,"dataGaLocation":472},"/de-de/topics/version-control/","version control",{"text":573,"config":574},"DevSecOps",{"href":575,"dataGaName":576,"dataGaLocation":472},"/de-de/topics/devsecops/","devsecops",{"text":578,"config":579},"Cloud-nativ",{"href":580,"dataGaName":581,"dataGaLocation":472},"/de-de/topics/cloud-native/","cloud native",{"text":583,"config":584},"KI für das Programmieren",{"href":585,"dataGaName":586,"dataGaLocation":472},"/de-de/topics/devops/ai-for-coding/","ai for coding",{"text":588,"config":589},"Agentische KI",{"href":590,"dataGaName":591,"dataGaLocation":472},"/de-de/topics/agentic-ai/","agentic ai",{"title":130,"links":593},[594,596,598,600,602,604,606,608,610,612,615,618,620,623,627,631],{"text":143,"config":595},{"href":145,"dataGaName":146,"dataGaLocation":472},{"text":148,"config":597},{"href":150,"dataGaName":151,"dataGaLocation":472},{"text":153,"config":599},{"href":155,"dataGaName":156,"dataGaLocation":472},{"text":179,"config":601},{"href":181,"dataGaName":182,"dataGaLocation":472},{"text":184,"config":603},{"href":186,"dataGaName":187,"dataGaLocation":472},{"text":189,"config":605},{"href":191,"dataGaName":192,"dataGaLocation":472},{"text":194,"config":607},{"href":196,"dataGaName":197,"dataGaLocation":472},{"text":199,"config":609},{"href":201,"dataGaName":202,"dataGaLocation":472},{"text":204,"config":611},{"href":206,"dataGaName":207,"dataGaLocation":472},{"text":613,"config":614},"Enterprise",{"href":163,"dataGaName":164,"dataGaLocation":472},{"text":616,"config":617},"Kleinunternehmen",{"href":168,"dataGaName":169,"dataGaLocation":472},{"text":171,"config":619},{"href":173,"dataGaName":174,"dataGaLocation":472},{"text":558,"config":621},{"href":622,"dataGaName":561,"dataGaLocation":472},"/de-de/solutions/gitops/",{"text":624,"config":625},"Analyse der Softwarezusammensetzung (SCA)",{"href":98,"dataGaName":626,"dataGaLocation":472},"software composition analysis",{"text":628,"config":629},"Wertstrommanagement",{"href":116,"dataGaName":630,"dataGaLocation":472},"value stream management",{"text":632,"config":633},"Alle Lösungen",{"href":137,"dataGaName":634,"dataGaLocation":472},"all solutions",{"title":223,"links":636},[637,642,647,649,651,653,655,657,659,661,664,666,668,670,673],{"text":638,"config":639},"Installieren",{"href":640,"dataGaName":641,"dataGaLocation":472},"/de-de/install/","install",{"text":643,"config":644},"Kurzanleitungen",{"href":645,"dataGaName":646,"dataGaLocation":472},"/de-de/get-started/","quick setup checklists",{"text":236,"config":648},{"href":238,"dataGaName":239,"dataGaLocation":472},{"text":241,"config":650},{"href":243,"dataGaName":244,"dataGaLocation":472},{"text":246,"config":652},{"href":248,"dataGaName":249,"dataGaLocation":472},{"text":251,"config":654},{"href":253,"dataGaName":254,"dataGaLocation":472},{"text":256,"config":656},{"href":258,"dataGaName":259,"dataGaLocation":472},{"text":264,"config":658},{"href":266,"dataGaName":267,"dataGaLocation":472},{"text":269,"config":660},{"href":271,"dataGaName":272,"dataGaLocation":472},{"text":662,"config":663},"Kund(inn)en",{"href":276,"dataGaName":277,"dataGaLocation":472},{"text":279,"config":665},{"href":281,"dataGaName":282,"dataGaLocation":472},{"text":284,"config":667},{"href":286,"dataGaName":287,"dataGaLocation":472},{"text":347,"config":669},{"href":349,"dataGaName":350,"dataGaLocation":472},{"text":671,"config":672},"Neuerungen",{"href":295,"dataGaName":296,"dataGaLocation":472},{"text":674,"config":675},"Alle Ressourcen",{"href":230,"dataGaName":676,"dataGaLocation":472},"all resources",{"title":298,"links":678},[679,681,683,685,687,689,691,693,695,700,705],{"text":306,"config":680},{"href":308,"dataGaName":300,"dataGaLocation":472},{"text":311,"config":682},{"href":313,"dataGaName":314,"dataGaLocation":472},{"text":317,"config":684},{"href":319,"dataGaName":320,"dataGaLocation":472},{"text":322,"config":686},{"href":324,"dataGaName":325,"dataGaLocation":472},{"text":327,"config":688},{"href":329,"dataGaName":330,"dataGaLocation":472},{"text":332,"config":690},{"href":334,"dataGaName":335,"dataGaLocation":472},{"text":337,"config":692},{"href":339,"dataGaName":340,"dataGaLocation":472},{"text":342,"config":694},{"href":344,"dataGaName":345,"dataGaLocation":472},{"text":696,"config":697},"Nachhaltigkeit",{"href":698,"dataGaName":699,"dataGaLocation":472},"/sustainability/","Sustainability",{"text":701,"config":702},"Vielfalt, Inklusion und Zugehörigkeit",{"href":703,"dataGaName":704,"dataGaLocation":472},"/de-de/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":706,"config":707},"Transparenzerklärung zu moderner Sklaverei",{"href":708,"dataGaName":709,"dataGaLocation":472},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":711},[712,715,718],{"text":713,"config":714},"Terms",{"href":522,"dataGaName":523,"dataGaLocation":472},{"text":716,"config":717},"Cookies",{"dataGaName":532,"dataGaLocation":472,"id":533,"isOneTrustButton":15},{"text":719,"config":720},"Datenschutz",{"href":527,"dataGaName":528,"dataGaLocation":472},106,{"id":723,"title":724,"authors":725,"body":727,"category":9,"date":934,"description":935,"extension":936,"externalUrl":6,"faq":6,"featured":10,"heroImage":937,"meta":938,"navigation":15,"path":939,"seo":940,"slug":944,"stem":945,"tags":946,"template":949,"updatedDate":6,"__hash__":950},"blogPosts/de-de/blog/gitlab-agent-orchestration.md","GitLab orchestriert Agenten über alle Entwicklungsphasen hinweg",[726],"Elisabeth Burrows",{"type":728,"value":729,"toc":926},"minimark",[730,734,762,767,770,776,782,788,812,816,823,830,838,848,855,859,867,873,877,884,888,900,908],[731,732,733],"p",{},"KI-Coding-Werkzeuge haben verändert, wie viel Software geschrieben wird, aber nicht, wie viel davon ausgeliefert wird. Je mehr Code generiert wird, desto stärker verlagert sich der Engpass in die nachgelagerten Phasen: Verifizierung, Review und Auslieferung. Diese Phasen laufen weiterhin im Takt der Menschen. Agenten schreiben Fixes, doch die Auslieferung stockt wegen Wartezeiten und manueller Übergaben: Freigaben von Reviewer(inne)n, Pipeline-Warnungen, die Sichtung von Scan-Ergebnissen und schrittweises Prompting halten DevOps-Teams immer wieder auf.",[731,735,736,737,743,744,748,749,753,754,757,758,761],{},"Auf der ",[738,739,742],"a",{"href":740,"rel":741},"https://about.gitlab.com/de-de/events/transcend/virtual/",[],"GitLab Transcend"," haben wir neue Funktionen zur Agenten-Orchestrierung in ",[738,745,386],{"href":746,"rel":747},"https://about.gitlab.com/de-de/gitlab-duo-agent-platform/",[]," vorgestellt, die diese Verzögerung beseitigen sollen. ",[750,751,752],"strong",{},"Zielgetriebene Flows"," verfolgen ein festgelegtes Ergebnis von Anfang bis Ende, über Review, Tests, Sicherheitsscans und Freigaben hinweg. Starten lassen sie sich aus der Duo CLI, im Headless-Modus oder in Agentic Chat. ",[750,755,756],{},"GitLab for Slack"," stößt Aufgaben direkt in der Unterhaltung an, in der sie angefragt wurden, etwa indem es aus einem Thread ein Issue macht oder einen Flow startet, der eine fehlschlagende Pipeline repariert. ",[750,759,760],{},"Custom Flows"," bilden eigene mehrstufige Abläufe ab und starten sie bei GitLab-Ereignissen wie einer Erwähnung, einer Zuweisung oder einer Pipeline. Alle drei laufen unter der Identität, den Richtlinien und der Nachweiskette der eigenen Organisation.",[763,764,766],"h2",{"id":765},"was-die-agentische-orchestrierung-verändert","Was die agentische Orchestrierung verändert",[731,768,769],{},"Schnelleres Coding, Prozess-Checklisten und Coding-Agenten, die nur in einem einzelnen Chat arbeiten, tragen alle zu Verzögerungen in der Softwareauslieferung bei. Agentische Orchestrierung setzt an jeder Phase an und entlastet das Entwicklungsteam.",[731,771,772,775],{},[750,773,774],{},"Weniger Übergaben:"," Das Ziel wird einmal benannt, und der Flow arbeitet über Review, Tests, Scans und Freigaben weiter, statt nach jedem Schritt anzuhalten.",[731,777,778,781],{},[750,779,780],{},"Aufgaben dort anstoßen, wo die Anfrage entsteht:"," Aus einem Slack-Thread entsteht direkt in der laufenden Diskussion ein Issue oder ein Flow.",[731,783,784,787],{},[750,785,786],{},"Den bestehenden Teamprozess automatisieren:"," Custom Flows bilden eigene mehrstufige Abläufe ab und starten sie bei einer Erwähnung, einer Zuweisung oder einer Pipeline.",[731,789,790,793,794,799,800,805,806,811],{},[750,791,792],{},"Die Kontrolle behalten:"," Flows laufen unter derselben Identität, denselben Richtlinien und derselben Nachweiskette wie der Rest von GitLab, sodass die Governance bei der Arbeit bleibt. ",[738,795,798],{"href":796,"rel":797},"https://docs.gitlab.com/user/duo_agent_platform/agents/",[],"Foundational Agents und Flows"," decken bereits die Phasen von der Planung bis zur Analyse ab und stehen in der GitLab-Oberfläche, in der IDE und in der Duo CLI bereit. Weitere lassen sich aus dem ",[738,801,804],{"href":802,"rel":803},"https://docs.gitlab.com/user/duo_agent_platform/ai_catalog/",[],"AI Catalog"," aktivieren. Hinzu kommen externe Agenten und Werkzeuge, die über den MCP-Client und den ",[738,807,810],{"href":808,"rel":809},"https://about.gitlab.com/de-de/blog/new-mcp-tools-for-automation/",[],"MCP-Server"," angebunden werden.",[763,813,815],{"id":814},"das-ziel-mit-zielgetriebenen-flows-vorgeben","Das Ziel mit zielgetriebenen Flows vorgeben",[731,817,818,822],{},[738,819,752],{"href":820,"rel":821},"https://about.gitlab.com/de-de/blog/gitlab-duo-cli-drives-automation/",[]," geben Agenten das Ziel vor statt des nächsten Schritts. Beschrieben werden das Ziel und woran sich erkennen lässt, dass es erreicht ist. Der Flow arbeitet dann, bis es so weit ist. Zielgetriebene Flows automatisieren die Übergaben, sodass Review, Tests, Sicherheitsscans und Freigaben zu einem zusammenhängenden Ablauf werden.",[731,824,825],{},[826,827],"img",{"alt":828,"src":829,"title":828},"Ausgabe von /goal in der Duo CLI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1791553685/v27u5ffzcw3l5qzx8bxs.png",[731,831,832,833,837],{},"Gestartet wird ein solcher Flow mit dem Befehl ",[834,835,836],"code",{},"/goal",", zum Beispiel:",[839,840,845],"pre",{"className":841,"code":843,"language":844},[842],"language-text","/goal Behebe den Timeout im Checkout. Mach weiter, bis die Tests bestehen und die CI grün ist.\n","text",[834,846,843],{"__ignoreMap":847},"",[731,849,850,851,854],{},"Ein separates Modell prüft bei jedem Schritt, ob die Arbeit dem Ziel entspricht, und ein Lauf lässt sich jederzeit stoppen oder umlenken. Gestartet werden zielgetriebene Flows in der Duo CLI, im Headless-Modus mit ",[834,852,853],{},"duo run --goal"," oder in Agentic Chat.",[763,856,858],{"id":857},"aufgaben-mit-gitlab-for-slack-direkt-aus-der-diskussion-anstoßen","Aufgaben mit GitLab for Slack direkt aus der Diskussion anstoßen",[731,860,861,862,866],{},"Mit ",[738,863,756],{"href":864,"rel":865},"https://docs.gitlab.com/user/project/integrations/gitlab_slack_application/#gitlab-duo",[]," lassen sich Aufgaben in GitLab anstoßen, ohne Slack zu verlassen. Wer @GitLab in einem Channel oder Thread erwähnt und beschreibt, was gebraucht wird, etwa \"repariere die fehlschlagende Pipeline\", startet einen Flow. GitLab Duo überträgt den Fortschritt laufend in den Thread, sodass das Team die Arbeit dort verfolgt, wo die Unterhaltung ohnehin stattfindet. Der Flow läuft unter derselben Identität und denselben Richtlinien wie jeder andere GitLab-Flow. Die Governance bleibt damit in GitLab. Über @GitLab können Teams außerdem Fragen zur Codebasis stellen oder Issues aus der Unterhaltung anlegen.",[731,868,869],{},[826,870],{"alt":871,"src":872,"title":871},"In Slack angelegtes GitLab-Issue","https://res.cloudinary.com/about-gitlab-com/image/upload/v1791553685/f1avhyxxexloxt8mafcw.png",[763,874,876],{"id":875},"den-eigenen-prozess-mit-custom-flows-abbilden","Den eigenen Prozess mit Custom Flows abbilden",[731,878,879,883],{},[738,880,760],{"href":881,"rel":882},"https://about.gitlab.com/de-de/blog/multi-step-software-delivery-with-agentic-flows/",[]," verketten Agenten so, dass sie dem Prozess folgen, den das Team bereits nutzt. Ein Flow wird einmal definiert, bei GitLab-Ereignissen wie einer Erwähnung, einer Zuweisung oder einer Pipeline gestartet und in CI/CD-Pipelines ausgeführt. Eine selbstheilende Pipeline kann zum Beispiel einen fehlgeschlagenen Test analysieren, einen Fix erzeugen, ihn committen und das Team benachrichtigen, mit Human-in-the-Loop-Kontrollpunkten an sensiblen Stellen. Jeder Flow läuft unter derselben Identität, denselben Richtlinien und derselben Nachweiskette wie alle anderen Flows. Die Governance bleibt damit in GitLab.",[763,885,887],{"id":886},"mit-der-agenten-orchestrierung-beginnen","Mit der Agenten-Orchestrierung beginnen",[731,889,890,891,896,897,899],{},"Der beste Einstieg sind zielgetriebene Flows. Die ",[738,892,895],{"href":893,"rel":894},"https://docs.gitlab.com/user/gitlab_duo_cli/use/#slash-commands",[],"Dokumentation der Slash-Befehle in der Duo CLI"," führt durch ",[834,898,836],{},". Zielgetriebene Flows sind auf GitLab.com, GitLab Self-Managed und GitLab Dedicated in den Tarifen Premium und Ultimate verfügbar und setzen GitLab 19.3 oder neuer sowie Duo CLI 9.17.0 oder neuer voraus.",[731,901,902,903,907],{},"Anschließend lässt sich die Orchestrierung auf die Prozesse und Kanäle des Teams ausweiten. ",[738,904,760],{"href":905,"rel":906},"https://docs.gitlab.com/user/duo_agent_platform/flows/custom/",[]," sind bereits allgemein verfügbar, und der MCP-Server sowie GitLab for Slack folgen noch in diesem Monat.",[731,909,910,911,914,915,919,920,925],{},"Wer das Fundament für die eigene Software Factory planen will, findet alles Weitere bei ",[738,912,386],{"href":746,"rel":913},[],". Neu bei GitLab? Den Einstieg bietet eine ",[738,916,918],{"href":746,"rel":917},[],"kostenlose Testversion von GitLab Duo Agent Platform",". Bereits mit Premium oder Ultimate? Dann ",[738,921,924],{"href":922,"rel":923},"https://docs.gitlab.com/user/duo_agent_platform/turn_on_off/",[],"GitLab Duo Agent Platform aktivieren"," und die im Abonnement enthaltenen GitLab Credits nutzen.",{"title":847,"searchDepth":927,"depth":927,"links":928},2,[929,930,931,932,933],{"id":765,"depth":927,"text":766},{"id":814,"depth":927,"text":815},{"id":857,"depth":927,"text":858},{"id":875,"depth":927,"text":876},{"id":886,"depth":927,"text":887},"2026-10-13","GitLab Duo Agent Platform hält Review, Tests, Sicherheitsprüfungen und Freigaben in Gang, ohne dass bei jeder Übergabe manuell eingegriffen werden muss.","md","https://res.cloudinary.com/about-gitlab-com/image/upload/v1791202579/fnumyad0wd7etsy55a9z.png",{},"/de-de/blog/gitlab-agent-orchestration",{"config":941,"title":942,"description":943},{"noIndex":10},"Agenten-Orchestrierung mit GitLab Duo Agent Platform","Zielgetriebene Flows, GitLab for Slack und Custom Flows verbinden Review, Tests, Scans und Freigaben zu einem durchgängigen Ablauf.","gitlab-agent-orchestration","de-de/blog/gitlab-agent-orchestration",[947,948],"AI","features","BlogPost","JvbmRc1fGmNRCmCDebfDvtBD_GuvdevxZH2flbZaLKw",[952,959,966,973,980,986],{"title":953,"heroImage":954,"category":9,"description":955,"authors":956,"slug":958,"externalUrl":6},"Entwicklung von GitLab Duo: Dogfooding unserer KI-Funktionen","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","Im Rahmen unserer Blog-Reihe zeigen wir mithilfe von Beispielen aus der Praxis, wie wir KI in den Lebenszyklus unserer Softwareentwicklung integrieren und ihren Erfolg anhand von Metriken messen.",[957],"David O'Regan","developing-gitlab-duo-how-we-are-dogfooding-our-ai-features",{"title":960,"heroImage":961,"category":9,"description":962,"authors":963,"slug":965,"externalUrl":6},"Entwicklung von GitLab Duo: KI-Impact-Analyse-Dashboard misst den ROI von KI","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","In unserem Blog stellen wir eine neue Funktion vor, mit der du die Effektivität deiner Investitionen in die KI besser nachvollziehen kannst. Dies wird durch detaillierte Metriken wie die Nutzungsquote von Codevorschlägen ermöglicht.",[964],"Haim Snir","developing-gitlab-duo-ai-impact-analytics-dashboard-measures-the-roi-of-ai",{"title":967,"heroImage":968,"category":9,"description":969,"authors":970,"slug":972,"externalUrl":6},"Entwicklung von GitLab Duo: Wie wir KI-Modelle im großen Maßstab validieren und testen","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659856/Blog/Hero%20Images/blog-hero-banner-1-0178-820x470-fy25.png","Unsere Blog-Serie beginnt mit einem Blick hinter die Kulissen, wie wir LLMs evaluieren, sie an Anwendungsfälle anpassen und sie optimieren, um bessere Ergebnisse für die Benutzer(innen) zu erzielen.",[971],"Susie Bitters","developing-gitlab-duo-how-we-validate-and-test-ai-models-at-scale",{"title":974,"heroImage":975,"category":9,"description":976,"authors":977,"slug":979,"externalUrl":6},"10 Best Practices für den Einsatz des KI-basierten 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","Tipps zur Integration von GitLab Duo Chat in deine KI-basierten DevSecOps-Workflows. Dazu gibt's Ratschläge für präzisere Chat-Prompts.",[978],"Michael Friedrich","10-best-practices-for-using-ai-powered-gitlab-duo-chat",{"title":981,"heroImage":982,"category":9,"description":983,"authors":984,"slug":985,"externalUrl":6},"Lerne fortschrittliche Rust-Programmierung mit KI-Unterstützung","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662439/Blog/Hero%20Images/codewithheart.png","In diesem Tutorial vertiefst du mithilfe der KI-basierten Codevorschläge von GitLab Duo deine Kenntnisse in der fortgeschrittenen Rust-Programmierung.",[978],"learn-advanced-rust-programming-with-a-little-help-from-ai-code-suggestions",{"title":987,"heroImage":988,"category":9,"description":989,"authors":990,"slug":992,"externalUrl":6},"Kombiniere GitLab Flow und GitLab Duo für starke Workflows","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662840/Blog/Hero%20Images/ai-experiment-stars.png","Erweitere GitLab Flow um die KI-basierten Funktionen von GitLab Duo, um deine DevSecOps-Workflows so effizient wie noch nie zuvor zu machen (Tutorial mit Video).",[991],"Cesar Saavedra","gitlab-flow-duo",1791961349688]