[{"data":1,"prerenderedAt":1063},["ShallowReactive",2],{"/de-de/blog/quickly-resolve-broken-ci-cd-pipelines-with-ai":3,"navigation-de-de":280,"banner-de-de":712,"footer-de-de":720,"blog-post-authors-de-de-Itzik Gan Baruch":961,"blog-related-posts-de-de-quickly-resolve-broken-ci-cd-pipelines-with-ai":976,"blog-promotions-de-de":1000,"next-steps-de-de":1053},{"id":4,"title":5,"authors":6,"body":8,"category":256,"date":257,"description":258,"extension":259,"externalUrl":260,"faq":260,"featured":261,"heroImage":262,"meta":263,"navigation":264,"path":265,"seo":266,"slug":270,"stem":271,"tags":272,"template":277,"updatedDate":278,"__hash__":279},"blogPosts/de-de/blog/quickly-resolve-broken-ci-cd-pipelines-with-ai.md","Beschädigte CI/CD-Pipelines schnell entfernen – mit KI",[7],"Itzik Gan Baruch",{"type":9,"value":10,"toc":243},"minimark",[11,15,22,28,31,33,40,45,55,58,71,74,103,106,110,113,118,121,132,135,144,148,152,156,165,171,175,179,183,197,201,210,216,220,223,233],[12,13,14],"p",{},"CI/CD-Pipelines sorgen dafür, dass die Softwareentwicklung effizient abläuft. Sie helfen Teams, Code schnell zu testen, zu erstellen und bereitzustellen. Wenn diese Pipelines jedoch fehlschlagen, verlangsamt sich alles – Fristen werden verpasst und die Entwickler(innen) sind frustriert, da sie die Fehler beheben und dafür sorgen müssen, dass die Projekte trotzdem im Zeitrahmen bleiben.",[12,16,17],{},[18,19],"img",{"alt":20,"src":21},"CI/CD-Pipeline mit mehreren fehlgeschlagenen Jobs","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097362/Blog/Content%20Images/Blog/Content%20Images/image3_aHR0cHM6_1750097362772.png",[23,24,25],"center",{},[26,27,20],"i",{},[29,30],"br",{},[29,32],{},[12,34,35,39],{},[36,37,38],"strong",{},"Warum schlagen Pipelines fehl?"," Sehen wir uns das genauer an.",[41,42,44],"h2",{"id":43},"gründe-für-pipeline-fehler","Gründe für Pipeline-Fehler",[12,46,47,48,54],{},"Ein Pipeline-Fehler tritt auf, wenn der automatisierte Workflow in deiner ",[49,50,53],"a",{"href":51,"rel":52},"https://about.gitlab.com/de-de/topics/ci-cd/cicd-pipeline/",[],"CI/CD-Pipeline"," – also in einer Reihe von Schritten, wie Erstellen, Testen und Bereitstellen von Code – nicht wie erwartet ausgeführt wird und mit einer Fehlermeldung endet. 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Die Entwickler(innen) müssen ihre Arbeit unterbrechen und den Fehler beheben, was oft zu einer Kettenreaktion an Störungen führen kann. Dies macht es schwieriger, Fristen einzuhalten, und erhöht den Druck auf das gesamte Team. Aber warum ist die manuelle Fehlerbehebung so aufwendig?",[114,115,117],"h3",{"id":116},"manuelle-fehlerbehebung","Manuelle Fehlerbehebung",[12,119,120],{},"Die Zeit, die benötigt wird, um eine defekte Pipeline zu beheben, variiert. Das hängt unter anderem von folgenden Faktoren ab:",[59,122,123,126,129],{},[62,124,125],{},"Wie gut kennen die Entwickler(innen) das Projekt?",[62,127,128],{},"Wie erfahren sind sie mit ähnlichen Problemen?",[62,130,131],{},"Was sind ihre allgemeinen Problemlösungsfähigkeiten?",[12,133,134],{},"Das manuelle Durchsuchen von Protokollen, um herauszufinden, was schief gelaufen ist, ist schwierig und mühsam. Protokolle können von überall herkommen, unter anderem von Anwendungsfehlern und Systemnachrichten, und sind oft unübersichtlich und schwierig zu interpretieren. Darüber hinaus müssen die Entwickler(innen) bei der Korrektur von Pipelines oft zwischen verschiedenen Aufgaben hin und her wechseln, wodurch der ganze Vorgang zeitaufwändiger wird.",[12,136,137,138,143],{},"Hier kommt ",[49,139,142],{"href":140,"rel":141},"https://about.gitlab.com/de-de/gitlab-duo-agent-platform/",[],"GitLab Duo"," ins Spiel. GitLab Duo kann diesen unübersichtlichen Berg an Daten durchsuchen und Fehler viel schneller finden. So wird der Prozess vereinfacht, sodass du kein besonderen Kenntnisse brauchst, um herauszufinden, was falsch gelaufen ist. 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Egal, wie lang oder kompliziert deine Stack Traces sind: Die RCA analysiert alle Daten, schlüsselt sie auf und gibt dir klare, umsetzbare Einblicke.",[12,166,167,170],{},[36,168,169],{},"Sie sagt dir genau, was den Fehler verursacht hat, schlägt Schritte zur Behebung hervor und nennt dir sogar die Dateien und Codezeilen, die bearbeitet werden müssen."," Damit das Ganze noch einfacher wird, schlägt sie Code-Korrekturen vor, damit alles wieder einwandfrei läuft. Dadurch wird die Fehlerbehebung viel schneller und unkomplizierter.",[18,172],{"src":173,"alt":174},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1752176111/Blog/nmagby9hoksskogve53m.png","root cause of failure",[18,176],{"src":177,"alt":178},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1752176115/Blog/dndis1cedwbmbnj33q3v.png","example fix",[41,180,182],{"id":181},"halte-das-gespräch-mit-folgefragen-am-laufen","Halte das Gespräch mit Folgefragen am Laufen",[12,184,185,186,191,192,196],{},"Mit GitLab Duo RCA erhältst du nicht nur Antworten, sondern kannst auch Folgefragen stellen, um tiefer in das Problem einzutauchen. Möchtest du alternative Lösungen erkunden? Kein Problem. Du kannst ",[49,187,190],{"href":188,"rel":189},"https://docs.gitlab.com/user/gitlab_duo_chat/#the-context-chat-is-aware-of",[],"mehr Kontext (nur in englischer Sprache verfügbar)"," hinzufügen, indem du andere Dateien, Tickets oder Epics in deinem Repo verlinkst. 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Klicke auf das Bild unten, um die englischsprachige Tour zu starten!",[12,224,225],{},[49,226,229],{"href":227,"rel":228},"https://gitlab.navattic.com/duo-enterprise",[],[18,230],{"alt":231,"src":232},"Tour durch GitLab Duo Enterprise","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097363/Blog/Content%20Images/Blog/Content%20Images/Screenshot_2024-12-02_at_12.41.10_PM_aHR0cHM6_1750097362774.png",[234,235,236],"blockquote",{},[12,237,238],{},[49,239,242],{"href":240,"rel":241},"https://about.gitlab.com/de-de/sales/",[],"Starte jetzt eine kostenlose Testversion von GitLab Duo!",{"title":244,"searchDepth":245,"depth":245,"links":246},"",2,[247,248,252,253,254,255],{"id":43,"depth":245,"text":44},{"id":108,"depth":245,"text":109,"children":249},[250],{"id":116,"depth":251,"text":117},3,{"id":154,"depth":245,"text":155},{"id":181,"depth":245,"text":182},{"id":199,"depth":245,"text":200},{"id":218,"depth":245,"text":219},"ai","2024-12-03","Wenn deine CI/CD-Pipeline fehlschlägt, führt dies zu Verzögerungen, verminderter Produktivität und Stress. 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