[{"data":1,"prerenderedAt":1091},["ShallowReactive",2],{"/de-de/blog/new-gitlab-metrics-and-registry-features-help-reduce-ci-cd-bottlenecks":3,"navigation-de-de":309,"banner-de-de":740,"footer-de-de":748,"blog-post-authors-de-de-Talia Armato-Helle":989,"blog-related-posts-de-de-new-gitlab-metrics-and-registry-features-help-reduce-ci-cd-bottlenecks":1005,"blog-promotions-de-de":1028,"next-steps-de-de":1081},{"id":4,"title":5,"authors":6,"body":8,"category":288,"date":289,"description":290,"extension":291,"externalUrl":292,"faq":292,"featured":293,"heroImage":294,"meta":295,"navigation":293,"path":296,"seo":297,"slug":302,"stem":303,"tags":304,"template":307,"updatedDate":292,"__hash__":308},"blogPosts/de-de/blog/new-gitlab-metrics-and-registry-features-help-reduce-ci-cd-bottlenecks.md","Neue GitLab-Metriken und Registry-Funktionen reduzieren CI/CD-Engpässe",[7],"Talia Armato-Helle",{"type":9,"value":10,"toc":281},"minimark",[11,15,18,21,26,43,46,57,60,63,74,77,82,94,99,109,114,117,122,131,135,144,147,150,153,164,167,172,183,186,191,202,206,222,225,234,238,241,243,247,256,260,263,275,278],[12,13,14],"p",{},"Plattform- und DevOps-Ingenieure verbringen zu viel Zeit damit, Transparenz über fragmentierte Tools hinweg herzustellen und Infrastruktur zu verwalten, die einfach funktionieren sollte.",[12,16,17],{},"Zwei neue GitLab-Funktionen, derzeit in der Beta, gehen dieses Problem aus unterschiedlichen Richtungen an – mit demselben Ziel: Praktikern direkte Kontrolle über die CI/CD-Infrastruktur zu geben, auf die sie angewiesen sind, ohne ein weiteres Drittanbieter-Tool einzuführen. Die eine Funktion liefert Job-Performance-Daten direkt dort, wo Pipelines überwacht werden. Die andere vereinfacht das Abrufen von Container-Images aus mehreren Registries mit integriertem Caching.",[12,19,20],{},"Beide Funktionen sind jetzt für Feedback offen. Rückmeldungen helfen dabei, die nächsten Entwicklungsschritte zu gestalten.",[22,23,25],"h2",{"id":24},"cicd-job-performance-metrics","CI/CD Job Performance Metrics",[27,28,29,37],"ul",{},[30,31,32,36],"li",{},[33,34,35],"strong",{},"Verfügbare Tiers:"," GitLab Premium, GitLab Ultimate",[30,38,39,42],{},[33,40,41],{},"Status:"," Beta mit eingeschränkter Verfügbarkeit auf GitLab.com; verfügbar auf GitLab Self-Managed und GitLab Dedicated bei konfiguriertem ClickHouse",[12,44,45],{},"Bislang gibt es keine einfache Möglichkeit zu erkennen, wenn die Laufzeit eines bestimmten Jobs zunimmt oder welche Jobs die Pipeline-Laufzeiten im Hintergrund verlangsamen. Die meisten Teams erstellen entweder eigene Dashboards oder durchsuchen manuell Logs, um grundlegende Fragen zu beantworten:",[27,47,48,51,54],{},[30,49,50],{},"Welche Jobs sind am langsamsten?",[30,52,53],{},"Wo steigen die Fehlerquoten?",[30,55,56],{},"Welche Stage ist der eigentliche Engpass?",[12,58,59],{},"CI/CD Job Performance Metrics löst das durch ein neues job-fokussiertes Panel auf der CI/CD-Analytics-Seite auf Projektebene.",[12,61,62],{},"Für jeden Job in den Pipelines sind folgende Informationen einsehbar:",[27,64,65,68,71],{},[30,66,67],{},"Typische (P50, Median) und ungünstigste (P95) Job-Laufzeit für einen schnellen Vergleich zwischen normalem und langsamstem Lauf",[30,69,70],{},"Fehlerquote zur Erkennung instabiler oder unzuverlässiger Jobs",[30,72,73],{},"Job-Name und Stage, standardmäßig für die letzten 30 Tage",[12,75,76],{},"Die Tabelle ist sortierbar, nach Job-Name durchsuchbar und paginiert – Plattform-Teams erhalten so eine einheitliche Ansicht für Fragen, die bisher separate Tools oder eigene Berichte erforderten.",[12,78,79],{},[33,80,81],{},"Jetzt ausprobieren",[27,83,84,91],{},[30,85,86,87,90],{},"Im Projekt ",[33,88,89],{},"Analysieren > CI/CD-Analyse"," aufrufen.",[30,92,93],{},"Das CI/CD Job Performance Metrics-Panel suchen und nach Laufzeit oder Fehlerquote sortieren, um die langsamsten oder unzuverlässigsten Jobs zu finden.",[12,95,96],{},[33,97,98],{},"Dokumentation",[27,100,101],{},[30,102,103],{},[104,105,108],"a",{"href":106,"rel":107},"https://docs.gitlab.com/user/analytics/ci_cd_analytics/#cicd-job-performance-metrics",[],"CI/CD-Analyse – CI/CD Job Performance Metrics",[12,110,111],{},[33,112,113],{},"Was als Nächstes kommt",[12,115,116],{},"Aktuell wird an einer Stage-Level-Gruppierung gearbeitet, mit der aggregierte Metriken über Build-, Test- und Deploy-Stages hinweg einsehbar sein werden – für ein schnelles Verständnis davon, wo Optimierungsbedarf besteht.",[12,118,119],{},[33,120,121],{},"Feedback geben:",[27,123,124],{},[30,125,126],{},[104,127,130],{"href":128,"rel":129},"https://gitlab.com/groups/gitlab-org/-/work_items/18548",[],"CI/CD Job Performance Metrics Epic",[22,132,134],{"id":133},"container-virtual-registry","Container Virtual Registry",[12,136,137,140,141,143],{},[33,138,139],{},"Tier:"," GitLab Premium\n",[33,142,41],{}," Beta, API-ready in 18.9",[12,145,146],{},"Die meisten Unternehmen, die Container-Images in CI/CD-Pipelines abrufen, sind auf mehrere Registries angewiesen: Docker Hub, Harbor, Quay und interne Registries, um nur einige zu nennen. Authentifizierung, Verfügbarkeit und Caching für all diese Registries zu verwalten, ist operativer Aufwand, der Pipelines verlangsamt und Fehleranfälligkeit erhöht.",[12,148,149],{},"Die Container Virtual Registry ermöglicht die Erstellung eines einzigen GitLab-Endpunkts, der Images aus mehreren vorgelagerten Container-Quellen mit integriertem Caching abruft.",[12,151,152],{},"Statt Zugangsdaten und Verfügbarkeit für jede Registry einzeln in der Pipeline-Konfiguration einzurichten, lässt sich:",[27,154,155,158,161],{},[30,156,157],{},"Eine einzelne virtuelle GitLab-Registry als Endpunkt für alle Pipelines konfigurieren",[30,159,160],{},"Mehrere vorgelagerte Registries einbinden (Docker Hub, Harbor, Quay und andere mit Long-Lived-Token-Authentifizierung)",[30,162,163],{},"GitLab Image-Pulls automatisch auflösen lassen, mit Pull-Through-Caching zur Reduzierung von Bandbreitenkosten und verbesserter Zuverlässigkeit",[12,165,166],{},"Für Teams, die GitLab als Container-Registry-Ersatz evaluieren, schließt dies eine wesentliche Funktionslücke. Für Teams, die bereits Multi-Registry-Container-Workflows verwalten, zentralisiert es das Image-Management in GitLab und reduziert wiederholte Pulls.",[12,168,169],{},[33,170,171],{},"Was die Beta heute unterstützt",[27,173,174,177,180],{},[30,175,176],{},"Vorgelagerte Registries mit Long-Lived-Token-Authentifizierung: Docker Hub, Harbor, Quay und andere kompatible Registries",[30,178,179],{},"Pull-Through-Caching, sodass häufig verwendete Images nach dem ersten Abruf von GitLab bereitgestellt werden",[30,181,182],{},"API-first-Konfiguration, UI-Verwaltung in Entwicklung",[12,184,185],{},"Cloud-Provider-Registries mit IAM-Authentifizierung (wie Amazon Elastic Container Registry, Google Artifact Registry und Azure Container Registry) werden für zukünftige Iterationen berücksichtigt.",[12,187,188],{},[33,189,190],{},"Heute testen",[27,192,193,196,199],{},[30,194,195],{},"Die Container Virtual Registry ist in 18.9 API-ready.",[30,197,198],{},"SaaS (GitLab.com): Zugang über den CSM anfragen oder im unten verlinkten Feedback-Issue kommentieren, um das Feature-Flag für die eigene Gruppe zu aktivieren.",[30,200,201],{},"Self-managed: Feature-Flag aktivieren und die virtuelle Registry über die API konfigurieren.",[12,203,204],{},[33,205,98],{},[27,207,208,215],{},[30,209,210],{},[104,211,214],{"href":212,"rel":213},"https://docs.gitlab.com/api/container_virtual_registries/",[],"Container Virtual Registry API",[30,216,217],{},[104,218,221],{"href":219,"rel":220},"https://docs.gitlab.com/user/packages/virtual_registry/container/#pull-container-images-from-the-virtual-registry",[],"Container-Images aus der virtuellen Registry abrufen",[12,223,224],{},"Walkthrough der Container Virtual Registry Beta:",[226,227],"iframe",{"src":228,"frameBorder":229,"allow":230,"referrerPolicy":231,"style":232,"title":233},"https://player.vimeo.com/video/1167512082?title=0&byline=0&portrait=0&badge=0&autopause=0&player_id=0&app_id=58479","0","autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share","strict-origin-when-cross-origin","position:absolute;top:0;left:0;width:100%;height:100%;","20260223_Container Virtual Registry Beta_V1",[235,236],"script",{"src":237},"https://player.vimeo.com/api/player.js",[239,240],"br",{},[239,242],{},[12,244,245],{},[33,246,121],{},[27,248,249],{},[30,250,251],{},[104,252,255],{"href":253,"rel":254},"https://gitlab.com/gitlab-org/gitlab/-/issues/589630",[],"Feedback-Issue zur Container Virtual Registry",[22,257,259],{"id":258},"mitgestalten","Mitgestalten",[12,261,262],{},"Alle in der GitLab-Community sind Mitwirkende. Diese Betas wurden auf Basis von Community-Anfragen entwickelt.",[27,264,265,270],{},[30,266,267,269],{},[33,268,25],{}," entstand aus dem Bedarf von Teams, die keine einfache Möglichkeit hatten zu erkennen, wenn Build-Zeiten in die falsche Richtung tendierten oder welche Jobs die Pipeline-Zuverlässigkeit beeinträchtigten.",[30,271,272,274],{},[33,273,134],{}," entstand aus Anfragen von Enterprise-Kunden, die mehrere Registries verwalteten und Tool-Sprawl sowie Bandbreitenkosten reduzieren wollten, während sie GitLab als zentrale Registry evaluierten.",[12,276,277],{},"Rückmeldungen gestalten, was als nächstes entwickelt wird. Eine oder beide Betas ausprobieren und Erfahrungen in den verlinkten Feedback-Issues teilen.",[12,279,280],{},"Dies ist der erste Beitrag in einer Reihe von Core-DevOps-Betas, die im Laufe des Jahres vorgestellt werden.",{"title":282,"searchDepth":283,"depth":283,"links":284},"",2,[285,286,287],{"id":24,"depth":283,"text":25},{"id":133,"depth":283,"text":134},{"id":258,"depth":283,"text":259},"product","2026-02-25","CI/CD Job Performance Metrics und Container Virtual Registry, derzeit in der Beta, helfen Plattform-Teams dabei, langsame Jobs zu identifizieren und Multi-Registry-Container-Pulls zu vereinfachen.","md",null,true,"https://res.cloudinary.com/about-gitlab-com/image/upload/v1771438388/t6sts5qw4z8561gtlxiq.png",{},"/de-de/blog/new-gitlab-metrics-and-registry-features-help-reduce-ci-cd-bottlenecks",{"config":298,"title":300,"description":301,"ogTitle":282,"ogImage":294},{"noIndex":299},false,"CI/CD-Engpässe dank neuer GitLab-Funktionen beheben","CI/CD Job Performance Metrics und Container Virtual Registry helfen Teams, langsame Jobs zu identifizieren und Container-Pulls zu vereinfachen.","new-gitlab-metrics-and-registry-features-help-reduce-ci-cd-bottlenecks","de-de/blog/new-gitlab-metrics-and-registry-features-help-reduce-ci-cd-bottlenecks",[305,288,306],"CI/CD","features","BlogPost","c0mPI2xdNg3hDlM7evAftT52r5xFZdkkOowy6B-zEoY",{"logo":310,"freeTrial":315,"sales":320,"login":325,"items":330,"search":658,"minimal":692,"duo":710,"switchNav":719,"pricingDeployment":730},{"config":311},{"href":312,"dataGaName":313,"dataGaLocation":314},"/de-de/","gitlab logo","header",{"text":316,"config":317},"Kostenlose Testversion anfordern",{"href":318,"dataGaName":319,"dataGaLocation":314},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/de-de&glm_content=default-saas-trial/","free trial",{"text":321,"config":322},"Demo anfordern",{"href":323,"dataGaName":324,"dataGaLocation":314},"/de-de/sales/?contact-topic=request-demo","sales",{"text":326,"config":327},"Anmelden",{"href":328,"dataGaName":329,"dataGaLocation":314},"https://gitlab.com/users/sign_in/","sign in",[331,360,461,466,580,636],{"text":332,"config":333,"menu":335},"Plattform",{"dataNavLevelOne":334},"platform",{"type":336,"columns":337},"cards",[338,344,352],{"title":332,"description":339,"link":340},"Die intelligente Orchestrierungsplattform für DevSecOps",{"text":341,"config":342},"Die Plattform erkunden",{"href":343,"dataGaName":334,"dataGaLocation":314},"/de-de/platform/",{"title":345,"description":346,"link":347},"GitLab Duo Agent Platform","Agentische KI für den gesamten Software-Lebenszyklus",{"text":348,"config":349},"Lerne GitLab Duo kennen",{"href":350,"dataGaName":351,"dataGaLocation":314},"/de-de/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":353,"description":354,"link":355},"Warum GitLab?","Erfahre, warum sich Unternehmen für GitLab entscheiden",{"text":356,"config":357},"Mehr erfahren",{"href":358,"dataGaName":359,"dataGaLocation":314},"/de-de/why-gitlab/","why gitlab",{"text":361,"left":293,"config":362,"menu":364},"Produkt",{"dataNavLevelOne":363},"solutions",{"type":365,"link":366,"columns":370,"feature":440},"lists",{"text":367,"config":368},"Alle Lösungen anzeigen",{"href":369,"dataGaName":363,"dataGaLocation":314},"/de-de/solutions/",[371,395,418],{"title":372,"description":373,"link":374,"items":379},"Automatisierung","CI/CD und Automatisierung zur Beschleunigung der Bereitstellung",{"config":375},{"icon":376,"href":377,"dataGaName":378,"dataGaLocation":314},"AutomatedCodeAlt","/de-de/solutions/delivery-automation/","automated software delivery",[380,383,386,391],{"text":305,"config":381},{"href":382,"dataGaLocation":314,"dataGaName":305},"/de-de/solutions/continuous-integration/",{"text":345,"config":384},{"href":350,"dataGaLocation":314,"dataGaName":385},"gitlab duo agent platform - product menu",{"text":387,"config":388},"Quellcodeverwaltung",{"href":389,"dataGaLocation":314,"dataGaName":390},"/de-de/solutions/source-code-management/","Source Code Management",{"text":392,"config":393},"Automatische Softwarebereitstellung",{"href":377,"dataGaLocation":314,"dataGaName":394},"Automated software delivery",{"title":396,"description":397,"link":398,"items":403},"Sicherheit","Entwickle Code schneller ohne Abstriche bei der Sicherheit",{"config":399},{"href":400,"dataGaName":401,"dataGaLocation":314,"icon":402},"/de-de/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[404,408,413],{"text":405,"config":406},"Anwendungssicherheitstests",{"href":400,"dataGaName":407,"dataGaLocation":314},"Application security testing",{"text":409,"config":410},"Schutz der Software-Lieferkette",{"href":411,"dataGaLocation":314,"dataGaName":412},"/de-de/solutions/supply-chain/","Software supply chain security",{"text":414,"config":415},"Software-Compliance",{"href":416,"dataGaName":417,"dataGaLocation":314},"/de-de/solutions/software-compliance/","software compliance",{"title":419,"link":420,"items":425},"Messung",{"config":421},{"icon":422,"href":423,"dataGaName":424,"dataGaLocation":314},"DigitalTransformation","/de-de/solutions/visibility-measurement/","visibility and measurement",[426,430,435],{"text":427,"config":428},"Sichtbarkeit und Messung",{"href":423,"dataGaLocation":314,"dataGaName":429},"Visibility and Measurement",{"text":431,"config":432},"Wertstrommanagement",{"href":433,"dataGaLocation":314,"dataGaName":434},"/de-de/solutions/value-stream-management/","Value Stream Management",{"text":436,"config":437},"Analysen und Einblicke",{"href":438,"dataGaLocation":314,"dataGaName":439},"/de-de/solutions/analytics-and-insights/","Analytics and insights",{"title":441,"type":365,"items":442},"GitLab für",[443,449,455],{"text":444,"config":445},"Enterprise",{"icon":446,"href":447,"dataGaLocation":314,"dataGaName":448},"Building","/de-de/enterprise/","enterprise",{"text":450,"config":451},"Kleinunternehmen",{"icon":452,"href":453,"dataGaLocation":314,"dataGaName":454},"Work","/de-de/small-business/","small business",{"text":456,"config":457},"Öffentlicher Sektor",{"icon":458,"href":459,"dataGaLocation":314,"dataGaName":460},"Organization","/de-de/solutions/public-sector/","public sector",{"text":462,"config":463},"Preise",{"href":464,"dataGaName":465,"dataGaLocation":314,"dataNavLevelOne":465},"/de-de/pricing/","pricing",{"text":467,"config":468,"menu":470},"Ressourcen",{"dataNavLevelOne":469},"resources",{"type":365,"link":471,"columns":475,"feature":569},{"text":472,"config":473},"Alle Ressourcen anzeigen",{"href":474,"dataGaName":469,"dataGaLocation":314},"/de-de/resources/",[476,509,536],{"title":477,"items":478},"Erste Schritte",[479,484,489,494,499,504],{"text":480,"config":481},"Installieren",{"href":482,"dataGaName":483,"dataGaLocation":314},"/de-de/install/","install",{"text":485,"config":486},"Kurzanleitungen",{"href":487,"dataGaName":488,"dataGaLocation":314},"/de-de/get-started/","quick setup checklists",{"text":490,"config":491},"Lernen",{"href":492,"dataGaLocation":314,"dataGaName":493},"https://university.gitlab.com/","learn",{"text":495,"config":496},"Produktdokumentation",{"href":497,"dataGaName":498,"dataGaLocation":314},"https://docs.gitlab.com/","product documentation",{"text":500,"config":501},"Best-Practice-Videos",{"href":502,"dataGaName":503,"dataGaLocation":314},"/de-de/getting-started-videos/","best practice videos",{"text":505,"config":506},"Integrationen",{"href":507,"dataGaName":508,"dataGaLocation":314},"/de-de/integrations/","integrations",{"title":510,"items":511},"Entdecken",[512,517,522,527,531],{"text":513,"config":514},"Kundenerfolge",{"href":515,"dataGaName":516,"dataGaLocation":314},"/de-de/customers/","customer success stories",{"text":518,"config":519},"Blog",{"href":520,"dataGaName":521,"dataGaLocation":314},"/de-de/blog/","blog",{"text":523,"config":524},"Demo-Hub",{"href":525,"dataGaName":526,"dataGaLocation":314},"/de-de/demo-hub/","demo hub",{"text":528,"config":529},"The Source",{"href":530,"dataGaName":521,"dataGaLocation":314},"/de-de/the-source/",{"text":532,"config":533},"Remote",{"href":534,"dataGaName":535,"dataGaLocation":314},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":537,"items":538},"Vernetzen",[539,544,549,554,559,564],{"text":540,"config":541},"GitLab-Services",{"href":542,"dataGaName":543,"dataGaLocation":314},"/de-de/services/","services",{"text":545,"config":546},"Beitragen",{"href":547,"dataGaName":548,"dataGaLocation":314},"https://contributors.gitlab.com","contribute",{"text":550,"config":551},"Community",{"href":552,"dataGaName":553,"dataGaLocation":314},"/community/","community",{"text":555,"config":556},"Forum",{"href":557,"dataGaName":558,"dataGaLocation":314},"https://forum.gitlab.com/","forum",{"text":560,"config":561},"Veranstaltungen",{"href":562,"dataGaName":563,"dataGaLocation":314},"/events/","events",{"text":565,"config":566},"Partner",{"href":567,"dataGaName":568,"dataGaLocation":314},"/de-de/partners/","partners",{"config":570,"title":573,"text":574,"link":575},{"background":571,"textColor":572},"url('https://res.cloudinary.com/about-gitlab-com/image/upload/v1777322348/qpq8yrgn8knii57omj0c.png')","#000","Neues bei GitLab","Über die neuesten Funktionen und Verbesserungen auf dem Laufenden bleiben.",{"text":576,"config":577},"Aktuelle Nachrichten",{"href":578,"dataGaName":579,"dataGaLocation":314},"/de-de/whats-new/","whats new",{"text":581,"config":582,"menu":584},"Unternehmen",{"dataNavLevelOne":583},"company",{"type":365,"columns":585},[586],{"items":587},[588,593,599,601,606,611,616,621,626,631],{"text":589,"config":590},"Über",{"href":591,"dataGaName":592,"dataGaLocation":314},"/de-de/company/","about",{"text":594,"config":595,"footerGa":598},"Karriere",{"href":596,"dataGaName":597,"dataGaLocation":314},"/jobs/","jobs",{"dataGaName":597},{"text":560,"config":600},{"href":562,"dataGaName":563,"dataGaLocation":314},{"text":602,"config":603},"Geschäftsführung",{"href":604,"dataGaName":605,"dataGaLocation":314},"/company/team/e-group/","leadership",{"text":607,"config":608},"Handbuch",{"href":609,"dataGaName":610,"dataGaLocation":314},"https://handbook.gitlab.com/","handbook",{"text":612,"config":613},"Investor Relations",{"href":614,"dataGaName":615,"dataGaLocation":314},"https://ir.gitlab.com/overview/default.aspx","investor relations",{"text":617,"config":618},"Trust Center",{"href":619,"dataGaName":620,"dataGaLocation":314},"/de-de/security/","trust center",{"text":622,"config":623},"AI Transparency Center",{"href":624,"dataGaName":625,"dataGaLocation":314},"/de-de/ai-transparency-center/","ai transparency center",{"text":627,"config":628},"Newsletter",{"href":629,"dataGaName":630,"dataGaLocation":314},"/company/contact/#contact-forms","newsletter",{"text":632,"config":633},"Presse",{"href":634,"dataGaName":635,"dataGaLocation":314},"/press/","press",{"text":637,"config":638,"menu":639},"Kontakt",{"dataNavLevelOne":583},{"type":365,"columns":640},[641],{"items":642},[643,648,653],{"text":644,"config":645},"Vertrieb kontaktieren",{"href":646,"dataGaName":647,"dataGaLocation":314},"/de-de/sales/","talk to sales",{"text":649,"config":650},"Support-Portal",{"href":651,"dataGaName":652,"dataGaLocation":314},"https://support.gitlab.com/hc/en-us","support portal",{"text":654,"config":655},"Kundenportal",{"href":656,"dataGaName":657,"dataGaLocation":314},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":659,"login":660,"suggestions":667},"Schließen",{"text":661,"link":662},"Um Repositorys und Projekte zu durchsuchen, melde dich an bei",{"text":663,"config":664},"gitlab.com",{"href":328,"dataGaName":665,"dataGaLocation":666},"search login","search",{"text":668,"default":669},"Vorschläge",[670,672,677,679,684,689],{"text":345,"config":671},{"href":350,"dataGaName":345,"dataGaLocation":666},{"text":673,"config":674},"Codevorschläge (KI)",{"href":675,"dataGaName":676,"dataGaLocation":666},"/de-de/solutions/code-suggestions/","Code Suggestions (AI)",{"text":305,"config":678},{"href":382,"dataGaName":305,"dataGaLocation":666},{"text":680,"config":681},"GitLab auf AWS",{"href":682,"dataGaName":683,"dataGaLocation":666},"/de-de/partners/technology-partners/aws/","GitLab on AWS",{"text":685,"config":686},"GitLab auf Google Cloud",{"href":687,"dataGaName":688,"dataGaLocation":666},"/de-de/partners/technology-partners/google-cloud-platform/","GitLab on Google Cloud",{"text":353,"config":690},{"href":358,"dataGaName":691,"dataGaLocation":666},"Why GitLab?",{"freeTrial":693,"mobileIcon":698,"desktopIcon":703,"secondaryButton":706},{"text":694,"config":695},"Kostenlos testen",{"href":696,"dataGaName":319,"dataGaLocation":697},"https://gitlab.com/-/trials/new/","nav",{"altText":699,"config":700},"GitLab-Symbol",{"src":701,"dataGaName":702,"dataGaLocation":697},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":699,"config":704},{"src":705,"dataGaName":702,"dataGaLocation":697},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":477,"config":707},{"href":708,"dataGaName":709,"dataGaLocation":697},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/de-de/get-started/","get started",{"freeTrial":711,"mobileIcon":715,"desktopIcon":717},{"text":712,"config":713},"Mehr über GitLab Duo erfahren",{"href":350,"dataGaName":714,"dataGaLocation":697},"gitlab duo",{"altText":699,"config":716},{"src":701,"dataGaName":702,"dataGaLocation":697},{"altText":699,"config":718},{"src":705,"dataGaName":702,"dataGaLocation":697},{"button":720,"mobileIcon":725,"desktopIcon":727},{"text":721,"config":722},"/Option",{"href":723,"dataGaName":724,"dataGaLocation":697},"#contact","switch",{"altText":699,"config":726},{"src":701,"dataGaName":702,"dataGaLocation":697},{"altText":699,"config":728},{"src":729,"dataGaName":702,"dataGaLocation":697},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1773335277/ohhpiuoxoldryzrnhfrh.png",{"freeTrial":731,"mobileIcon":736,"desktopIcon":738},{"text":732,"config":733},"Zurück zur Preisübersicht",{"href":464,"dataGaName":734,"dataGaLocation":697,"icon":735},"back to pricing","GoBack",{"altText":699,"config":737},{"src":701,"dataGaName":702,"dataGaLocation":697},{"altText":699,"config":739},{"src":705,"dataGaName":702,"dataGaLocation":697},{"title":741,"button":742,"config":746},"GitLab Orbit ist da: die Kontextebene für KI-Agenten",{"text":356,"config":743},{"href":744,"dataGaName":745,"dataGaLocation":314},"/de-de/gitlab-orbit/","orbit",{"layout":747,"disabled":299},"release",{"data":749},{"text":750,"source":751,"edit":757,"contribute":762,"config":767,"items":772,"minimal":978},"Git ist eine Marke von Software Freedom Conservancy und unsere Verwendung von „GitLab“ erfolgt unter Lizenz.",{"text":752,"config":753},"Quelltext der Seite anzeigen",{"href":754,"dataGaName":755,"dataGaLocation":756},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":758,"config":759},"Diese Seite bearbeiten",{"href":760,"dataGaName":761,"dataGaLocation":756},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":763,"config":764},"Beteilige dich",{"href":765,"dataGaName":766,"dataGaLocation":756},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":768,"facebook":769,"youtube":770,"linkedin":771},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[773,818,871,913,945],{"title":462,"links":774,"subMenu":789},[775,779,784],{"text":776,"config":777},"Tarife anzeigen",{"href":464,"dataGaName":778,"dataGaLocation":756},"view plans",{"text":780,"config":781},"Vorteile von Premium",{"href":782,"dataGaName":783,"dataGaLocation":756},"/de-de/pricing/premium/","why premium",{"text":785,"config":786},"Vorteile von Ultimate",{"href":787,"dataGaName":788,"dataGaLocation":756},"/de-de/pricing/ultimate/","why ultimate",[790],{"title":637,"links":791},[792,794,796,798,803,808,813],{"text":644,"config":793},{"href":646,"dataGaName":324,"dataGaLocation":756},{"text":649,"config":795},{"href":651,"dataGaName":652,"dataGaLocation":756},{"text":654,"config":797},{"href":656,"dataGaName":657,"dataGaLocation":756},{"text":799,"config":800},"Status",{"href":801,"dataGaName":802,"dataGaLocation":756},"https://status.gitlab.com/","status",{"text":804,"config":805},"Nutzungsbedingungen",{"href":806,"dataGaName":807,"dataGaLocation":756},"/terms/","terms of use",{"text":809,"config":810},"Datenschutzerklärung",{"href":811,"dataGaName":812,"dataGaLocation":756},"/de-de/privacy/","privacy statement",{"text":814,"config":815},"Cookie-Einstellungen",{"dataGaName":816,"dataGaLocation":756,"id":817,"isOneTrustButton":293},"cookie preferences","ot-sdk-btn",{"title":361,"links":819,"subMenu":828},[820,824],{"text":821,"config":822},"DevSecOps-Plattform",{"href":343,"dataGaName":823,"dataGaLocation":756},"devsecops platform",{"text":825,"config":826},"KI-unterstützte Entwicklung",{"href":350,"dataGaName":827,"dataGaLocation":756},"ai-assisted development",[829],{"title":830,"links":831},"Themen",[832,836,841,846,851,856,861,866],{"text":305,"config":833},{"href":834,"dataGaName":835,"dataGaLocation":756},"/de-de/topics/ci-cd/","cicd",{"text":837,"config":838},"GitOps",{"href":839,"dataGaName":840,"dataGaLocation":756},"/de-de/topics/gitops/","gitops",{"text":842,"config":843},"DevOps",{"href":844,"dataGaName":845,"dataGaLocation":756},"/de-de/topics/devops/","devops",{"text":847,"config":848},"Versionskontrolle",{"href":849,"dataGaName":850,"dataGaLocation":756},"/de-de/topics/version-control/","version control",{"text":852,"config":853},"DevSecOps",{"href":854,"dataGaName":855,"dataGaLocation":756},"/de-de/topics/devsecops/","devsecops",{"text":857,"config":858},"Cloud-nativ",{"href":859,"dataGaName":860,"dataGaLocation":756},"/de-de/topics/cloud-native/","cloud native",{"text":862,"config":863},"KI für das Programmieren",{"href":864,"dataGaName":865,"dataGaLocation":756},"/de-de/topics/devops/ai-for-coding/","ai for coding",{"text":867,"config":868},"Agentische KI",{"href":869,"dataGaName":870,"dataGaLocation":756},"/de-de/topics/agentic-ai/","agentic ai",{"title":872,"links":873},"Lösungen",[874,877,879,884,888,891,894,897,899,901,903,908],{"text":405,"config":875},{"href":400,"dataGaName":876,"dataGaLocation":756},"Application Security Testing",{"text":392,"config":878},{"href":377,"dataGaName":378,"dataGaLocation":756},{"text":880,"config":881},"Agile Entwicklung",{"href":882,"dataGaName":883,"dataGaLocation":756},"/de-de/solutions/agile-delivery/","agile delivery",{"text":885,"config":886},"SCM",{"href":389,"dataGaName":887,"dataGaLocation":756},"source code management",{"text":305,"config":889},{"href":382,"dataGaName":890,"dataGaLocation":756},"continuous integration & delivery",{"text":431,"config":892},{"href":433,"dataGaName":893,"dataGaLocation":756},"value stream management",{"text":837,"config":895},{"href":896,"dataGaName":840,"dataGaLocation":756},"/de-de/solutions/gitops/",{"text":444,"config":898},{"href":447,"dataGaName":448,"dataGaLocation":756},{"text":450,"config":900},{"href":453,"dataGaName":454,"dataGaLocation":756},{"text":456,"config":902},{"href":459,"dataGaName":460,"dataGaLocation":756},{"text":904,"config":905},"Bildungswesen",{"href":906,"dataGaName":907,"dataGaLocation":756},"/de-de/solutions/education/","education",{"text":909,"config":910},"Finanzdienstleistungen",{"href":911,"dataGaName":912,"dataGaLocation":756},"/de-de/solutions/finance/","financial services",{"title":467,"links":914},[915,917,919,921,924,926,929,931,933,935,937,939,941,943],{"text":480,"config":916},{"href":482,"dataGaName":483,"dataGaLocation":756},{"text":485,"config":918},{"href":487,"dataGaName":488,"dataGaLocation":756},{"text":490,"config":920},{"href":492,"dataGaName":493,"dataGaLocation":756},{"text":495,"config":922},{"href":497,"dataGaName":923,"dataGaLocation":756},"docs",{"text":518,"config":925},{"href":520,"dataGaName":521,"dataGaLocation":756},{"text":927,"config":928},"Neuerungen",{"href":578,"dataGaName":579,"dataGaLocation":756},{"text":513,"config":930},{"href":515,"dataGaName":516,"dataGaLocation":756},{"text":532,"config":932},{"href":534,"dataGaName":535,"dataGaLocation":756},{"text":540,"config":934},{"href":542,"dataGaName":543,"dataGaLocation":756},{"text":545,"config":936},{"href":547,"dataGaName":548,"dataGaLocation":756},{"text":550,"config":938},{"href":552,"dataGaName":553,"dataGaLocation":756},{"text":555,"config":940},{"href":557,"dataGaName":558,"dataGaLocation":756},{"text":560,"config":942},{"href":562,"dataGaName":563,"dataGaLocation":756},{"text":565,"config":944},{"href":567,"dataGaName":568,"dataGaLocation":756},{"title":581,"links":946},[947,949,951,953,955,957,962,967,969,971,973],{"text":589,"config":948},{"href":591,"dataGaName":583,"dataGaLocation":756},{"text":594,"config":950},{"href":596,"dataGaName":597,"dataGaLocation":756},{"text":602,"config":952},{"href":604,"dataGaName":605,"dataGaLocation":756},{"text":607,"config":954},{"href":609,"dataGaName":610,"dataGaLocation":756},{"text":612,"config":956},{"href":614,"dataGaName":615,"dataGaLocation":756},{"text":958,"config":959},"Nachhaltigkeit",{"href":960,"dataGaName":961,"dataGaLocation":756},"/sustainability/","Sustainability",{"text":963,"config":964},"Vielfalt, Inklusion und Zugehörigkeit",{"href":965,"dataGaName":966,"dataGaLocation":756},"/de-de/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":617,"config":968},{"href":619,"dataGaName":620,"dataGaLocation":756},{"text":627,"config":970},{"href":629,"dataGaName":630,"dataGaLocation":756},{"text":632,"config":972},{"href":634,"dataGaName":635,"dataGaLocation":756},{"text":974,"config":975},"Transparenzerklärung zu moderner Sklaverei",{"href":976,"dataGaName":977,"dataGaLocation":756},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":979},[980,983,986],{"text":981,"config":982},"Terms",{"href":806,"dataGaName":807,"dataGaLocation":756},{"text":984,"config":985},"Cookies",{"dataGaName":816,"dataGaLocation":756,"id":817,"isOneTrustButton":293},{"text":987,"config":988},"Datenschutz",{"href":811,"dataGaName":812,"dataGaLocation":756},[990],{"id":991,"title":992,"body":292,"config":993,"content":996,"description":292,"extension":999,"meta":1000,"navigation":293,"path":1001,"seo":1002,"stem":1003,"__hash__":1004},"blogAuthors/en-us/blog/authors/talia-armato-helle.yml","Talia Armato Helle",{"template":994,"gitlabHandle":995},"BlogAuthor","thelle",{"name":7,"config":997},{"headshot":998},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772021433/wop3fdef9erx2srfow52.jpg","yml",{},"/en-us/blog/authors/talia-armato-helle",{},"en-us/blog/authors/talia-armato-helle","ny-XdkWLfw_DdxxdRMKKeqHEnL2O9C66pk14uBQivFE",[1006,1014,1021],{"title":1007,"description":1008,"heroImage":1009,"category":288,"date":1010,"authors":1011,"slug":1013,"externalUrl":292},"DevOps Stack aufbauen: Häufige Fehler und Best Practices für moderne Toolchains","Ein DevOps Stack sollte mehr sein als eine Tool-Sammlung. Lerne, wie Teams häufige Fehler vermeiden und mit GitLab Toolchain-Komplexität reduzieren.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1775561395/bhe1as7ttjvzltxwgo5m.png","2026-08-07",[1012],"GitLab Germany Team","devops-stack",{"title":1015,"description":1016,"heroImage":1017,"category":288,"date":1018,"authors":1019,"slug":1020,"externalUrl":292},"Sechs Möglichkeiten, die DevOps Kosten zu senken, zu sparen und zu optimieren","Wir zeigen dir sechs Möglichkeiten, wie du deine DevOps Kosten senken kannst.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1775486753/cswmwtygkgkbdsibo09v.png","2026-07-20",[1012],"reduce-devops-costs",{"title":1022,"description":1023,"heroImage":1024,"category":288,"date":1018,"authors":1025,"slug":1027,"externalUrl":292},"Work Items automatisch zuweisen mit dem Trigger \"Work item created\"","Eine Schritt-für-Schritt-Anleitung zum neuen Trigger, der Work Items automatisch zuweist – skalierbare Triage ohne manuelles Eingreifen.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1773866173/vte9qh8rriznvyclhkes.png",[1026],"Cesar Saavedra","how-to-use-a-work-item-created-trigger",{"promotions":1029},[1030,1044,1055,1067],{"id":1031,"categories":1032,"header":1034,"text":1035,"button":1036,"image":1041},"ai-modernization",[1033],"ai","Hält KI, was uns versprochen wurde?","Das Quiz dauert maximal 5 Minuten.",{"text":1037,"config":1038},"Ermittle deinen KI-Reifegrad",{"href":1039,"dataGaName":1040,"dataGaLocation":521},"/de-de/assessments/ai-modernization-assessment/","modernization assessment",{"config":1042},{"src":1043},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/qix0m7kwnd8x2fh1zq49.png",{"id":1045,"categories":1046,"header":1047,"text":1035,"button":1048,"image":1052},"devops-modernization",[288,855],"Verwaltest du Tool-Chaos oder stellst du Innovationen bereit?",{"text":1049,"config":1050},"Ermittle deinen DevOps-Reifegrad",{"href":1051,"dataGaName":1040,"dataGaLocation":521},"/de-de/assessments/devops-modernization-assessment/",{"config":1053},{"src":1054},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138785/eg818fmakweyuznttgid.png",{"id":1056,"categories":1057,"header":1059,"text":1035,"button":1060,"image":1064},"security-modernization",[1058],"security","Tauschst du Schnelligkeit gegen Sicherheit ein?",{"text":1061,"config":1062},"Ermittle deinen Sicherheitsreifegrad",{"href":1063,"dataGaName":1040,"dataGaLocation":521},"/de-de/assessments/security-modernization-assessment/",{"config":1065},{"src":1066},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/p4pbqd9nnjejg5ds6mdk.png",{"id":1068,"paths":1069,"header":1072,"text":1073,"button":1074,"image":1079},"github-azure-migration",[1070,1071],"migration-from-azure-devops-to-gitlab","integrating-azure-devops-scm-and-gitlab","Ist dein Team bereit für den Umzug von GitHub nach Azure?","GitHub stellt bereits auf Azure um. Finde heraus, was das für dich bedeutet.",{"text":1075,"config":1076},"Erfahre, wie GitLab im Vergleich zu GitHub abschneidet",{"href":1077,"dataGaName":1078,"dataGaLocation":521},"/de-de/compare/gitlab-vs-github/github-azure-migration/","github azure migration",{"config":1080},{"src":1054},{"header":1082,"blurb":1083,"button":1084,"secondaryButton":1089},"Beginne noch heute, schneller zu entwickeln","Entdecke, was dein Team mit der intelligenten Orchestrierungsplattform für DevSecOps erreichen kann.\n",{"text":1085,"config":1086},"Kostenlosen Test starten",{"href":1087,"dataGaName":319,"dataGaLocation":1088},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/de-de/","feature",{"text":644,"config":1090},{"href":646,"dataGaName":324,"dataGaLocation":1088},1786803749850]