[{"data":1,"prerenderedAt":1234},["ShallowReactive",2],{"/fr-fr/blog/monitor-manage-automate-ai-workflows":3,"navigation-fr-fr":453,"banner-fr-fr":886,"footer-fr-fr":894,"blog-post-authors-fr-fr-Itzik Gan Baruch":1133,"blog-related-posts-fr-fr-monitor-manage-automate-ai-workflows":1148,"blog-promotions-fr-fr":1173,"next-steps-fr-fr":1225},{"id":4,"title":5,"authors":6,"body":8,"category":431,"date":432,"description":433,"extension":434,"externalUrl":435,"faq":435,"featured":436,"heroImage":437,"meta":438,"navigation":439,"path":440,"seo":441,"slug":444,"stem":445,"tags":446,"template":451,"updatedDate":435,"__hash__":452},"blogPosts/fr-fr/blog/monitor-manage-automate-ai-workflows.md","Surveiller, gérer et automatiser les workflows d'IA",[7],"Itzik Gan Baruch",{"type":9,"value":10,"toc":416},"minimark",[11,24,39,44,57,64,67,95,99,102,107,110,124,129,137,143,147,150,155,160,168,175,179,186,196,201,206,236,241,259,267,271,274,281,286,291,305,310,313,320,324,327,334,337,344,352,356,363,367,395,398,407],[12,13,14],"p",{},[15,16,17,18,23],"em",{},"Bienvenue dans la Partie 6 de notre guide en huit parties, ",[19,20,22],"a",{"href":21},"/fr-fr/blog/gitlab-duo-agent-platform-complete-getting-started-guide/","Démarrer avec GitLab Duo Agent Platform",", dans laquelle vous apprendrez à maîtriser la construction et le déploiement d'agents d'IA et de workflows au sein de votre cycle de développement. Suivez des tutoriels qui vous mèneront de votre première interaction à des workflows d'automatisation entièrement personnalisés et prêts pour la mise en production.",[25,26,27],"blockquote",{},[12,28,29,30,38],{},"🎯 Essayez ",[19,31,34],{"href":32,"rel":33},"https://about.gitlab.com/fr-fr/gitlab-duo-agent-platform/?utm_medium=blog&utm_source=blog&utm_campaign=eg_emea_x_trial_x_fr_blog_fr",[],[35,36,37],"strong",{},"GitLab Duo Agent Platform"," dès aujourd'hui !",[40,41,43],"h2",{"id":42},"présentation-des-fonctionnalités-de-la-section-automatisation","Présentation des fonctionnalités de la section Automatisation",[12,45,46,47,51,52,56],{},"La section Automatisation est votre centre de contrôle où vous pouvez gérer les workflows d'IA dans GitLab. Elle offre une visibilité sur l'activité des ",[19,48,50],{"href":49},"/fr-fr/blog/understanding-agents-foundational-custom-external/","agents"," et des ",[19,53,55],{"href":54},"/fr-fr/blog/understanding-flows-multi-agent-workflows/","flows"," et permet l'automatisation basée sur des événements.",[12,58,59,60,63],{},"Accédez à ",[35,61,62],{},"Projet → Automatisation",".",[12,65,66],{},"La section Automatisation propose les sous-sections suivantes :",[68,69,70,77,83,89],"ul",{},[71,72,73,76],"li",{},[35,74,75],{},"Agents"," : visualisez, créez et gérez les agents de votre projet.",[71,78,79,82],{},[35,80,81],{},"Flows"," : visualisez, créez et gérez les flows de votre projet.",[71,84,85,88],{},[35,86,87],{},"Déclencheurs"," : configurez l'automatisation basée sur des événements pour les flows.",[71,90,91,94],{},[35,92,93],{},"Sessions"," : surveillez l'exécution des agents et des flows avec des logs détaillés.",[40,96,98],{"id":97},"gérer-les-agents","Gérer les agents",[12,100,101],{},"La section Agents vous permet de visualiser, créer et gérer les agents de votre projet.",[12,103,59,104,63],{},[35,105,106],{},"Automatisation → Agents",[12,108,109],{},"Les sections Agents et Flows proposent deux onglets pour organiser vos ressources :",[68,111,112,118],{},[71,113,114,117],{},[35,115,116],{},"Activé"," : agents/flows disponibles dans votre projet",[71,119,120,123],{},[35,121,122],{},"Géré"," : agents/flows créés et contrôlés par votre projet",[12,125,126],{},[35,127,128],{},"Pour augmenter le nombre d'agents disponibles :",[68,130,131,134],{},[71,132,133],{},"Créez de nouveaux agents personnalisés, activez-les au niveau du groupe parent, puis activez-les dans votre projet.",[71,135,136],{},"Parcourez le catalogue d'IA et activez les agents existants d'abord dans votre groupe parent, puis dans votre projet.",[12,138,139,140,63],{},"Pour plus de détails sur la création d'agents personnalisés, consultez la ",[19,141,142],{"href":49},"Partie 3 : comprendre les agents",[40,144,146],{"id":145},"gérer-les-flows","Gérer les flows",[12,148,149],{},"La section Flows vous permet de visualiser, créer et gérer les flows de votre projet.",[12,151,59,152,63],{},[35,153,154],{},"Automatisation → Flows",[12,156,157],{},[35,158,159],{},"Pour augmenter le nombre de flows disponibles :",[68,161,162,165],{},[71,163,164],{},"Créez de nouveaux flows personnalisés, activez-les au niveau du groupe parent, puis activez-les dans votre projet.",[71,166,167],{},"Parcourez le catalogue d'IA et activez les flows existants d'abord dans votre groupe parent, puis dans votre projet.",[12,169,170,171,63],{},"Pour plus de détails sur la création de flows personnalisés, consultez ",[19,172,174],{"href":173},"/blog/understanding-flows-multi-agent-workflows/","Partie 4 : comprendre les flows",[40,176,178],{"id":177},"automatiser-à-laide-de-déclencheurs","Automatiser à l'aide de déclencheurs",[12,180,181],{},[182,183],"img",{"alt":87,"src":184,"title":185},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1767618237/oakundtw3m4iksepxpen.png","Vue d'ensemble des déclencheurs créés automatiquement",[12,187,188,189,195],{},"Les déclencheurs permettent l'automatisation sur la base d'événements. Ils exécutent automatiquement des agents ou des flows lorsque des événements spécifiques du cycle de développement logiciel (",[19,190,194],{"href":191,"rel":192,"title":193},"https://about.gitlab.com/fr-fr/blog/what-is-sdlc/",[],"Qu'est-ce que le SDLC ?","SDLC",") GitLab se produisent.",[12,197,59,198,63],{},[35,199,200],{},"Automatisation → Déclencheurs",[12,202,203],{},[35,204,205],{},"Types d'événements déclencheurs disponibles :",[68,207,208,218,227],{},[71,209,210,213,214],{},[35,211,212],{},"Mention"," : mention dans un commentaire, par exemple ",[215,216,217],"code",{},"@ci-cd-optimizer",[71,219,220,223,224],{},[35,221,222],{},"Assignation"," : assignation à un ticket ou une merge request, par exemple via l'interface ou l'action rapide ",[215,225,226],{},"/assign @ci-cd-optimizer",[71,228,229,232,233],{},[35,230,231],{},"Assignation en tant que relecteur"," : assignation comme relecteur de merge request, par exemple via l'interface ou l'action rapide ",[215,234,235],{},"/assign_reviewer @ci-cd-optimizer",[12,237,238],{},[35,239,240],{},"Fonctionnement des déclencheurs :",[242,243,244,250,253,256],"ol",{},[71,245,246,247,249],{},"Un événement se produit (par ex., ",[215,248,217],{}," mentionné dans un commentaire de merge request).",[71,251,252],{},"Le déclencheur identifie le flow à exécuter.",[71,254,255],{},"Le flow s'exécute et démarre une session.",[71,257,258],{},"Les résultats sont publiés dans le ticket/la merge request.",[12,260,261,262,63],{},"Pour obtenir des instructions de configuration, consultez la ",[19,263,266],{"href":264,"rel":265},"https://docs.gitlab.com/user/duo_agent_platform/triggers/",[],"documentation relative aux déclencheurs",[40,268,270],{"id":269},"surveiller-avec-les-sessions","Surveiller avec les sessions",[12,272,273],{},"Les sessions offrent une transparence totale sur l'exécution des agents et des flows, avec le raisonnement, les outils exécutés et les résultats. Chaque exécution crée une session avec un log des activités.",[12,275,276],{},[182,277],{"alt":278,"src":279,"title":280},"Surveillance des sessions","https://res.cloudinary.com/about-gitlab-com/image/upload/v1767618251/jpqv5frskvgzz6fnmvjl.png","Vue d'ensemble des sessions avec le statut et la progression de l'exécution",[12,282,59,283,63],{},[35,284,285],{},"Automatisation → Sessions",[12,287,288],{},[35,289,290],{},"Les sessions affichent :",[68,292,293,296,299,302],{},[71,294,295],{},"Le statut d'exécution (Créé, En cours, Terminé, Échec, Saisie requise, etc.)",[71,297,298],{},"La progression étape par étape et les actions entreprises",[71,300,301],{},"Le raisonnement de l'agent et son processus de décision",[71,303,304],{},"Le lien vers les logs du job du runner (onglet Détails)",[306,307,309],"h3",{"id":308},"onglet-activité","Onglet Activité",[12,311,312],{},"L'onglet Activité affiche l'exécution étape par étape avec chaque action entreprise par l'agent, les outils utilisés et les résultats de ces actions.",[12,314,315],{},[182,316],{"alt":317,"src":318,"title":319},"Activité de session","https://res.cloudinary.com/about-gitlab-com/image/upload/v1767618251/wb1szmr7spmtry5gztss.png","Activité de session avec l'exécution étape par étape et les actions de l'agent",[306,321,323],{"id":322},"onglet-détails","Onglet Détails",[12,325,326],{},"L'onglet Détails donne accès aux logs complets du job du runner, où vous pouvez consulter le contexte d'exécution complet et toute information système sur l'exécution du flow.",[12,328,329],{},[182,330],{"alt":331,"src":332,"title":333},"Détails de session","https://res.cloudinary.com/about-gitlab-com/image/upload/v1767618251/ovjxsugwor9nkfxsfpog.png","Détails de session avec les logs du job du runner et le contexte d'exécution",[12,335,336],{},"Les logs du job contiennent les données de sortie d'exécution complètes, avec tous les messages système, les invocations d'outils et les informations détaillées concernant les tâches effectuées par le flow.",[12,338,339],{},[182,340],{"alt":341,"src":342,"title":343},"Logs du job","https://res.cloudinary.com/about-gitlab-com/image/upload/v1767618237/kduex4pilullw2yzurky.png","Logs complets du job du runner avec les données de sortie d'exécution détaillées",[12,345,346,347,63],{},"Pour plus de détails, consultez la ",[19,348,351],{"href":349,"rel":350},"https://docs.gitlab.com/user/duo_agent_platform/sessions/",[],"documentation relative aux sessions",[40,353,355],{"id":354},"perspectives","Perspectives",[12,357,358,359,63],{},"Vous savez désormais comment surveiller l'activité des agents et des flows via les sessions, configurer une automatisation basée sur des événements avec les déclencheurs et gérer vos workflows d'IA depuis la section Automatisation. Vous apprendrez ensuite comment utiliser GitLab Duo avec des outils externes et des sources de données dans la ",[19,360,362],{"href":361},"/blog/duo-agent-platform-with-mcp/","Partie 7 : intégrer le Model Context Protocol",[40,364,366],{"id":365},"ressources","Ressources",[68,368,369,375,381,388],{},[71,370,371],{},[19,372,374],{"href":349,"rel":373},[],"Documentation relative aux sessions",[71,376,377],{},[19,378,380],{"href":264,"rel":379},[],"Documentation relative aux déclencheurs",[71,382,383],{},[19,384,387],{"href":385,"rel":386},"https://docs.gitlab.com/user/duo_agent_platform/flows/custom/",[],"Documentation relative aux flows personnalisables",[71,389,390],{},[19,391,394],{"href":392,"rel":393},"https://docs.gitlab.com/user/duo_agent_platform/agents/custom/",[],"Documentation relative aux Agents personnalisables",[396,397],"hr",{},[12,399,400,403,404],{},[35,401,402],{},"Article suivant :"," ",[19,405,406],{"href":361},"Partie 7 :  intégrer le Model Context Protocol",[12,408,409,403,412],{},[35,410,411],{},"Article précédent :",[19,413,415],{"href":414},"/fr-fr/blog/ai-catalog-discover-and-share-agents/","Partie 5 : découvrir le catalogue d'IA",{"title":417,"searchDepth":418,"depth":418,"links":419},"",2,[420,421,422,423,424,429,430],{"id":42,"depth":418,"text":43},{"id":97,"depth":418,"text":98},{"id":145,"depth":418,"text":146},{"id":177,"depth":418,"text":178},{"id":269,"depth":418,"text":270,"children":425},[426,428],{"id":308,"depth":427,"text":309},3,{"id":322,"depth":427,"text":323},{"id":354,"depth":418,"text":355},{"id":365,"depth":418,"text":366},"ai","2026-01-26","Découvrez les fonctionnalités de la section Automatisation de GitLab Duo Agent Platform : surveillez l'activité via les sessions, automatisez les workflows avec des déclencheurs basés sur des événements et gérez vos processus de développement assistés par l'IA.","md",null,false,"https://res.cloudinary.com/about-gitlab-com/image/upload/v1765809212/noh0mdfn9o94ry9ykura.png",{},true,"/fr-fr/blog/monitor-manage-automate-ai-workflows",{"config":442,"title":5,"description":443},{"noIndex":436},"Surveillez l'activité, automatisez les workflows et gérez vos processus de développement assistés par l'IA.","monitor-manage-automate-ai-workflows","fr-fr/blog/monitor-manage-automate-ai-workflows",[447,448,449,450],"AI","product","features","tutorial","BlogPost","At4Kj1cB-nvyN_3GyAuEa1okUmsxdwGvH5Ulg6LCQHM",{"logo":454,"freeTrial":459,"sales":464,"login":469,"items":474,"search":802,"minimal":837,"duo":856,"switchNav":865,"pricingDeployment":876},{"config":455},{"href":456,"dataGaName":457,"dataGaLocation":458},"/fr-fr/","gitlab logo","header",{"text":460,"config":461},"Commencer un essai gratuit",{"href":462,"dataGaName":463,"dataGaLocation":458},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/fr-fr&glm_content=default-saas-trial/","free trial",{"text":465,"config":466},"Demander une démo",{"href":467,"dataGaName":468,"dataGaLocation":458},"/fr-fr/sales/?contact-topic=request-demo","sales",{"text":470,"config":471},"Connexion",{"href":472,"dataGaName":473,"dataGaLocation":458},"https://gitlab.com/users/sign_in/","sign in",[475,504,606,611,724,780],{"text":476,"config":477,"menu":479},"Plateforme",{"dataNavLevelOne":478},"platform",{"type":480,"columns":481},"cards",[482,488,496],{"title":476,"description":483,"link":484},"La plateforme d'orchestration intelligente pour le DevSecOps",{"text":485,"config":486},"Explorer notre plateforme",{"href":487,"dataGaName":478,"dataGaLocation":458},"/fr-fr/platform/",{"title":489,"description":490,"link":491},"GitLab Duo Agent Platform","L'IA agentique pour l'ensemble du cycle de développement logiciel",{"text":492,"config":493},"Découvrir GitLab Duo",{"href":494,"dataGaName":495,"dataGaLocation":458},"/fr-fr/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":497,"description":498,"link":499},"Pourquoi GitLab ?","Découvrez les principales raisons pour lesquelles les entreprises choisissent GitLab",{"text":500,"config":501},"En savoir plus",{"href":502,"dataGaName":503,"dataGaLocation":458},"/fr-fr/why-gitlab/","why gitlab",{"text":505,"left":439,"config":506,"menu":508},"Produit",{"dataNavLevelOne":507},"solutions",{"type":509,"link":510,"columns":514,"feature":585},"lists",{"text":511,"config":512},"Voir toutes les solutions",{"href":513,"dataGaName":507,"dataGaLocation":458},"/fr-fr/solutions/",[515,540,563],{"title":516,"description":517,"link":518,"items":523},"Automatisation","CI/CD et automatisation pour accélérer le déploiement",{"config":519},{"icon":520,"href":521,"dataGaName":522,"dataGaLocation":458},"AutomatedCodeAlt","/fr-fr/solutions/delivery-automation/","automated software delivery",[524,528,531,536],{"text":525,"config":526},"CI/CD",{"href":527,"dataGaLocation":458,"dataGaName":525},"/fr-fr/solutions/continuous-integration/",{"text":489,"config":529},{"href":494,"dataGaLocation":458,"dataGaName":530},"gitlab duo agent platform - product menu",{"text":532,"config":533},"Gestion du code source",{"href":534,"dataGaLocation":458,"dataGaName":535},"/fr-fr/solutions/source-code-management/","Source Code Management",{"text":537,"config":538},"Livraison de logiciels automatisée",{"href":521,"dataGaLocation":458,"dataGaName":539},"Automated software delivery",{"title":541,"description":542,"link":543,"items":548},"Sécurité","Livrez du code plus rapidement sans compromettre la sécurité",{"config":544},{"href":545,"dataGaName":546,"dataGaLocation":458,"icon":547},"/fr-fr/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[549,553,558],{"text":550,"config":551},"Tests de sécurité des applications",{"href":545,"dataGaName":552,"dataGaLocation":458},"Application security testing",{"text":554,"config":555},"Sécurité de la chaîne d'approvisionnement logicielle",{"href":556,"dataGaLocation":458,"dataGaName":557},"/fr-fr/solutions/supply-chain/","Software supply chain security",{"text":559,"config":560},"Conformité logicielle",{"href":561,"dataGaName":562,"dataGaLocation":458},"/fr-fr/solutions/software-compliance/","software compliance",{"title":564,"link":565,"items":570},"Mesures",{"config":566},{"icon":567,"href":568,"dataGaName":569,"dataGaLocation":458},"DigitalTransformation","/fr-fr/solutions/visibility-measurement/","visibility and measurement",[571,575,580],{"text":572,"config":573},"Visibilité et mesures",{"href":568,"dataGaLocation":458,"dataGaName":574},"Visibility and Measurement",{"text":576,"config":577},"Gestion de la chaîne de valeur",{"href":578,"dataGaLocation":458,"dataGaName":579},"/fr-fr/solutions/value-stream-management/","Value Stream Management",{"text":581,"config":582},"Analyses et informations",{"href":583,"dataGaLocation":458,"dataGaName":584},"/fr-fr/solutions/analytics-and-insights/","Analytics and insights",{"title":586,"type":509,"items":587},"GitLab",[588,594,600],{"text":589,"config":590},"Entreprises",{"icon":591,"href":592,"dataGaLocation":458,"dataGaName":593},"Building","/fr-fr/enterprise/","enterprise",{"text":595,"config":596},"Pour les PME",{"icon":597,"href":598,"dataGaLocation":458,"dataGaName":599},"Work","/fr-fr/small-business/","small business",{"text":601,"config":602},"Pour le secteur public",{"icon":603,"href":604,"dataGaLocation":458,"dataGaName":605},"Organization","/fr-fr/solutions/public-sector/","public sector",{"text":607,"config":608},"Tarifs",{"href":609,"dataGaName":610,"dataGaLocation":458,"dataNavLevelOne":610},"/fr-fr/pricing/","pricing",{"text":366,"config":612,"menu":614},{"dataNavLevelOne":613},"resources",{"type":509,"link":615,"columns":619,"feature":713},{"text":616,"config":617},"Afficher toutes les ressources",{"href":618,"dataGaName":613,"dataGaLocation":458},"/fr-fr/resources/",[620,653,680],{"title":621,"items":622},"Premiers pas",[623,628,633,638,643,648],{"text":624,"config":625},"Installation",{"href":626,"dataGaName":627,"dataGaLocation":458},"/fr-fr/install/","install",{"text":629,"config":630},"Guides de démarrage",{"href":631,"dataGaName":632,"dataGaLocation":458},"/fr-fr/get-started/","quick setup checklists",{"text":634,"config":635},"Apprentissage",{"href":636,"dataGaLocation":458,"dataGaName":637},"https://university.gitlab.com/","learn",{"text":639,"config":640},"Documentation",{"href":641,"dataGaName":642,"dataGaLocation":458},"https://docs.gitlab.com/","product documentation",{"text":644,"config":645},"Vidéos sur les bonnes pratiques",{"href":646,"dataGaName":647,"dataGaLocation":458},"/fr-fr/getting-started-videos/","best practice videos",{"text":649,"config":650},"Intégrations",{"href":651,"dataGaName":652,"dataGaLocation":458},"/fr-fr/integrations/","integrations",{"title":654,"items":655},"Découvrir",[656,661,666,671,675],{"text":657,"config":658},"Témoignages clients",{"href":659,"dataGaName":660,"dataGaLocation":458},"/fr-fr/customers/","customer success stories",{"text":662,"config":663},"Blog",{"href":664,"dataGaName":665,"dataGaLocation":458},"/fr-fr/blog/","blog",{"text":667,"config":668},"Demo Hub",{"href":669,"dataGaName":670,"dataGaLocation":458},"/fr-fr/demo-hub/","demo hub",{"text":672,"config":673},"The Source",{"href":674,"dataGaName":665,"dataGaLocation":458},"/fr-fr/the-source/",{"text":676,"config":677},"Travail à distance",{"href":678,"dataGaName":679,"dataGaLocation":458},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":681,"items":682},"Connecter",[683,688,693,698,703,708],{"text":684,"config":685},"Services GitLab",{"href":686,"dataGaName":687,"dataGaLocation":458},"/fr-fr/services/","services",{"text":689,"config":690},"Contribuer",{"href":691,"dataGaName":692,"dataGaLocation":458},"https://contributors.gitlab.com","contribute",{"text":694,"config":695},"Communauté",{"href":696,"dataGaName":697,"dataGaLocation":458},"/community/","community",{"text":699,"config":700},"Forum",{"href":701,"dataGaName":702,"dataGaLocation":458},"https://forum.gitlab.com/","forum",{"text":704,"config":705},"Événements",{"href":706,"dataGaName":707,"dataGaLocation":458},"/events/","events",{"text":709,"config":710},"Partenaires",{"href":711,"dataGaName":712,"dataGaLocation":458},"/fr-fr/partners/","partners",{"config":714,"title":717,"text":718,"link":719},{"background":715,"textColor":716},"url('https://res.cloudinary.com/about-gitlab-com/image/upload/v1777322348/qpq8yrgn8knii57omj0c.png')","#000","Nouveautés de GitLab","Découvrez les dernières fonctionnalités et améliorations.",{"text":720,"config":721},"Lire les articles les plus récents",{"href":722,"dataGaName":723,"dataGaLocation":458},"/fr-fr/whats-new/","whats new",{"text":725,"config":726,"menu":728},"Société",{"dataNavLevelOne":727},"company",{"type":509,"columns":729},[730],{"items":731},[732,737,743,745,750,755,760,765,770,775],{"text":733,"config":734},"À propos",{"href":735,"dataGaName":736,"dataGaLocation":458},"/fr-fr/company/","about",{"text":738,"config":739,"footerGa":742},"Carrières",{"href":740,"dataGaName":741,"dataGaLocation":458},"/jobs/","jobs",{"dataGaName":741},{"text":704,"config":744},{"href":706,"dataGaName":707,"dataGaLocation":458},{"text":746,"config":747},"Leadership",{"href":748,"dataGaName":749,"dataGaLocation":458},"/company/team/e-group/","leadership",{"text":751,"config":752},"Manuel",{"href":753,"dataGaName":754,"dataGaLocation":458},"https://handbook.gitlab.com/","handbook",{"text":756,"config":757},"Relations avec les investisseurs",{"href":758,"dataGaName":759,"dataGaLocation":458},"https://ir.gitlab.com/overview/default.aspx","investor relations",{"text":761,"config":762},"Trust Center",{"href":763,"dataGaName":764,"dataGaLocation":458},"/fr-fr/security/","trust center",{"text":766,"config":767},"Centre pour la transparence de l'IA",{"href":768,"dataGaName":769,"dataGaLocation":458},"/fr-fr/ai-transparency-center/","ai transparency center",{"text":771,"config":772},"Newsletter",{"href":773,"dataGaName":774,"dataGaLocation":458},"/company/contact/#contact-forms","newsletter",{"text":776,"config":777},"Presse",{"href":778,"dataGaName":779,"dataGaLocation":458},"/press/","press",{"text":781,"config":782,"menu":783},"Nous contacter",{"dataNavLevelOne":727},{"type":509,"columns":784},[785],{"items":786},[787,792,797],{"text":788,"config":789},"Contacter l'équipe commerciale",{"href":790,"dataGaName":791,"dataGaLocation":458},"/fr-fr/sales/","talk to sales",{"text":793,"config":794},"Assistance GitLab",{"href":795,"dataGaName":796,"dataGaLocation":458},"https://support.gitlab.com/hc/en-us","support portal",{"text":798,"config":799},"Portail clients GitLab",{"href":800,"dataGaName":801,"dataGaLocation":458},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":803,"login":804,"suggestions":811},"Fermer",{"text":805,"link":806},"Pour rechercher des dépôts et des projets, connectez-vous à",{"text":807,"config":808},"GitLab.com",{"href":472,"dataGaName":809,"dataGaLocation":810},"search login","search",{"text":812,"default":813},"Suggestions",[814,816,821,823,828,833],{"text":489,"config":815},{"href":494,"dataGaName":37,"dataGaLocation":810},{"text":817,"config":818},"Suggestions de code (IA)",{"href":819,"dataGaName":820,"dataGaLocation":810},"/fr-fr/solutions/code-suggestions/","Code Suggestions (AI)",{"text":525,"config":822},{"href":527,"dataGaName":525,"dataGaLocation":810},{"text":824,"config":825},"GitLab sur AWS",{"href":826,"dataGaName":827,"dataGaLocation":810},"/fr-fr/partners/technology-partners/aws/","GitLab on AWS",{"text":829,"config":830},"GitLab sur Google Cloud",{"href":831,"dataGaName":832,"dataGaLocation":810},"/fr-fr/partners/technology-partners/google-cloud-platform/","GitLab on Google Cloud",{"text":834,"config":835},"Pourquoi utiliser GitLab ?",{"href":502,"dataGaName":836,"dataGaLocation":810},"Why GitLab?",{"freeTrial":838,"mobileIcon":843,"desktopIcon":848,"secondaryButton":851},{"text":839,"config":840},"Commencer votre essai gratuit",{"href":841,"dataGaName":463,"dataGaLocation":842},"https://gitlab.com/-/trials/new/","nav",{"altText":844,"config":845},"Icône GitLab",{"src":846,"dataGaName":847,"dataGaLocation":842},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":844,"config":849},{"src":850,"dataGaName":847,"dataGaLocation":842},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":852,"config":853},"Commencer",{"href":854,"dataGaName":855,"dataGaLocation":842},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/fr-fr/get-started/","get started",{"freeTrial":857,"mobileIcon":861,"desktopIcon":863},{"text":858,"config":859},"En savoir plus sur GitLab Duo",{"href":494,"dataGaName":860,"dataGaLocation":842},"gitlab duo",{"altText":844,"config":862},{"src":846,"dataGaName":847,"dataGaLocation":842},{"altText":844,"config":864},{"src":850,"dataGaName":847,"dataGaLocation":842},{"button":866,"mobileIcon":871,"desktopIcon":873},{"text":867,"config":868},"/switch",{"href":869,"dataGaName":870,"dataGaLocation":842},"#contact","switch",{"altText":844,"config":872},{"src":846,"dataGaName":847,"dataGaLocation":842},{"altText":844,"config":874},{"src":875,"dataGaName":847,"dataGaLocation":842},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1773335277/ohhpiuoxoldryzrnhfrh.png",{"freeTrial":877,"mobileIcon":882,"desktopIcon":884},{"text":878,"config":879},"Retour aux tarifs",{"href":609,"dataGaName":880,"dataGaLocation":842,"icon":881},"back to pricing","GoBack",{"altText":844,"config":883},{"src":846,"dataGaName":847,"dataGaLocation":842},{"altText":844,"config":885},{"src":850,"dataGaName":847,"dataGaLocation":842},{"title":887,"button":888,"config":892},"GitLab Orbit est arrivé : la couche de contexte pour les agents d'IA.",{"text":500,"config":889},{"href":890,"dataGaName":891,"dataGaLocation":458},"/fr-fr/gitlab-orbit/","orbit",{"layout":893,"disabled":436},"release",{"data":895},{"text":896,"source":897,"edit":903,"contribute":908,"config":912,"items":917,"minimal":1125},"Git est une marque déposée de Software Freedom Conservancy et notre utilisation de « GitLab » est sous licence.",{"text":898,"config":899},"Afficher le code source de la page",{"href":900,"dataGaName":901,"dataGaLocation":902},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":904,"config":905},"Modifier cette page",{"href":906,"dataGaName":907,"dataGaLocation":902},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":689,"config":909},{"href":910,"dataGaName":911,"dataGaLocation":902},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":913,"facebook":914,"youtube":915,"linkedin":916},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[918,964,1017,1060,1092],{"title":607,"links":919,"subMenu":934},[920,924,929],{"text":921,"config":922},"Voir les forfaits",{"href":609,"dataGaName":923,"dataGaLocation":902},"view plans",{"text":925,"config":926},"GitLab Premium",{"href":927,"dataGaName":928,"dataGaLocation":902},"/fr-fr/pricing/premium/","why premium",{"text":930,"config":931},"GitLab Ultimate",{"href":932,"dataGaName":933,"dataGaLocation":902},"/fr-fr/pricing/ultimate/","why ultimate",[935],{"title":781,"links":936},[937,939,941,944,949,954,959],{"text":788,"config":938},{"href":790,"dataGaName":468,"dataGaLocation":902},{"text":793,"config":940},{"href":795,"dataGaName":796,"dataGaLocation":902},{"text":942,"config":943},"Portail clients",{"href":800,"dataGaName":801,"dataGaLocation":902},{"text":945,"config":946},"Statut",{"href":947,"dataGaName":948,"dataGaLocation":902},"https://status.gitlab.com/","status",{"text":950,"config":951},"Conditions d'utilisation",{"href":952,"dataGaName":953,"dataGaLocation":902},"/terms/","terms of use",{"text":955,"config":956},"Politique de confidentialité",{"href":957,"dataGaName":958,"dataGaLocation":902},"/fr-fr/privacy/","privacy statement",{"text":960,"config":961},"Gestion des cookies",{"dataGaName":962,"dataGaLocation":902,"id":963,"isOneTrustButton":439},"cookie preferences","ot-sdk-btn",{"title":505,"links":965,"subMenu":974},[966,970],{"text":967,"config":968},"Plateforme DevSecOps",{"href":487,"dataGaName":969,"dataGaLocation":902},"devsecops platform",{"text":971,"config":972},"Développement assisté par l'IA",{"href":494,"dataGaName":973,"dataGaLocation":902},"ai-assisted development",[975],{"title":976,"links":977},"Thèmes",[978,982,987,992,997,1002,1007,1012],{"text":525,"config":979},{"href":980,"dataGaName":981,"dataGaLocation":902},"/fr-fr/topics/ci-cd/","cicd",{"text":983,"config":984},"GitOps",{"href":985,"dataGaName":986,"dataGaLocation":902},"/fr-fr/topics/gitops/","gitops",{"text":988,"config":989},"DevOps",{"href":990,"dataGaName":991,"dataGaLocation":902},"/fr-fr/topics/devops/","devops",{"text":993,"config":994},"Contrôle de version",{"href":995,"dataGaName":996,"dataGaLocation":902},"/fr-fr/topics/version-control/","version control",{"text":998,"config":999},"DevSecOps",{"href":1000,"dataGaName":1001,"dataGaLocation":902},"/fr-fr/topics/devsecops/","devsecops",{"text":1003,"config":1004},"Cloud-native",{"href":1005,"dataGaName":1006,"dataGaLocation":902},"/fr-fr/topics/cloud-native/","cloud native",{"text":1008,"config":1009},"IA pour la programmation",{"href":1010,"dataGaName":1011,"dataGaLocation":902},"/fr-fr/topics/devops/ai-for-coding/","ai for coding",{"text":1013,"config":1014},"IA agentique",{"href":1015,"dataGaName":1016,"dataGaLocation":902},"/fr-fr/topics/agentic-ai/","agentic ai",{"title":1018,"links":1019},"Solutions",[1020,1023,1025,1030,1033,1036,1039,1042,1044,1047,1050,1055],{"text":550,"config":1021},{"href":545,"dataGaName":1022,"dataGaLocation":902},"Application Security Testing",{"text":537,"config":1024},{"href":521,"dataGaName":522,"dataGaLocation":902},{"text":1026,"config":1027},"Développement Agile",{"href":1028,"dataGaName":1029,"dataGaLocation":902},"/fr-fr/solutions/agile-delivery/","agile delivery",{"text":532,"config":1031},{"href":534,"dataGaName":1032,"dataGaLocation":902},"source code management",{"text":525,"config":1034},{"href":527,"dataGaName":1035,"dataGaLocation":902},"continuous integration & delivery",{"text":576,"config":1037},{"href":578,"dataGaName":1038,"dataGaLocation":902},"value stream management",{"text":983,"config":1040},{"href":1041,"dataGaName":986,"dataGaLocation":902},"/fr-fr/solutions/gitops/",{"text":589,"config":1043},{"href":592,"dataGaName":593,"dataGaLocation":902},{"text":1045,"config":1046},"PME",{"href":598,"dataGaName":599,"dataGaLocation":902},{"text":1048,"config":1049},"Secteur public",{"href":604,"dataGaName":605,"dataGaLocation":902},{"text":1051,"config":1052},"Éducation",{"href":1053,"dataGaName":1054,"dataGaLocation":902},"/fr-fr/solutions/education/","education",{"text":1056,"config":1057},"Services financiers",{"href":1058,"dataGaName":1059,"dataGaLocation":902},"/fr-fr/solutions/finance/","financial services",{"title":366,"links":1061},[1062,1064,1066,1068,1071,1073,1076,1078,1080,1082,1084,1086,1088,1090],{"text":624,"config":1063},{"href":626,"dataGaName":627,"dataGaLocation":902},{"text":629,"config":1065},{"href":631,"dataGaName":632,"dataGaLocation":902},{"text":634,"config":1067},{"href":636,"dataGaName":637,"dataGaLocation":902},{"text":639,"config":1069},{"href":641,"dataGaName":1070,"dataGaLocation":902},"docs",{"text":662,"config":1072},{"href":664,"dataGaName":665,"dataGaLocation":902},{"text":1074,"config":1075},"Nouveautés",{"href":722,"dataGaName":723,"dataGaLocation":902},{"text":657,"config":1077},{"href":659,"dataGaName":660,"dataGaLocation":902},{"text":676,"config":1079},{"href":678,"dataGaName":679,"dataGaLocation":902},{"text":684,"config":1081},{"href":686,"dataGaName":687,"dataGaLocation":902},{"text":689,"config":1083},{"href":691,"dataGaName":692,"dataGaLocation":902},{"text":694,"config":1085},{"href":696,"dataGaName":697,"dataGaLocation":902},{"text":699,"config":1087},{"href":701,"dataGaName":702,"dataGaLocation":902},{"text":704,"config":1089},{"href":706,"dataGaName":707,"dataGaLocation":902},{"text":709,"config":1091},{"href":711,"dataGaName":712,"dataGaLocation":902},{"title":725,"links":1093},[1094,1096,1098,1100,1102,1104,1109,1114,1116,1118,1120],{"text":733,"config":1095},{"href":735,"dataGaName":727,"dataGaLocation":902},{"text":738,"config":1097},{"href":740,"dataGaName":741,"dataGaLocation":902},{"text":746,"config":1099},{"href":748,"dataGaName":749,"dataGaLocation":902},{"text":751,"config":1101},{"href":753,"dataGaName":754,"dataGaLocation":902},{"text":756,"config":1103},{"href":758,"dataGaName":759,"dataGaLocation":902},{"text":1105,"config":1106},"Développement durable",{"href":1107,"dataGaName":1108,"dataGaLocation":902},"/sustainability/","Sustainability",{"text":1110,"config":1111},"Diversité, inclusion et appartenance (DIB)",{"href":1112,"dataGaName":1113,"dataGaLocation":902},"/fr-fr/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":761,"config":1115},{"href":763,"dataGaName":764,"dataGaLocation":902},{"text":771,"config":1117},{"href":773,"dataGaName":774,"dataGaLocation":902},{"text":776,"config":1119},{"href":778,"dataGaName":779,"dataGaLocation":902},{"text":1121,"config":1122},"Déclaration de transparence sur l'esclavage moderne",{"href":1123,"dataGaName":1124,"dataGaLocation":902},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":1126},[1127,1129,1131],{"text":950,"config":1128},{"href":952,"dataGaName":953,"dataGaLocation":902},{"text":960,"config":1130},{"dataGaName":962,"dataGaLocation":902,"id":963,"isOneTrustButton":439},{"text":955,"config":1132},{"href":957,"dataGaName":958,"dataGaLocation":902},[1134],{"id":1135,"title":7,"body":435,"config":1136,"content":1138,"description":435,"extension":1142,"meta":1143,"navigation":439,"path":1144,"seo":1145,"stem":1146,"__hash__":1147},"blogAuthors/en-us/blog/authors/itzik-gan-baruch.yml",{"template":1137},"BlogAuthor",{"name":7,"config":1139},{"headshot":1140,"ctfId":1141},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749658921/Blog/Author%20Headshots/iganbaruch-headshot.jpg","iganbaruch","yml",{},"/en-us/blog/authors/itzik-gan-baruch",{},"en-us/blog/authors/itzik-gan-baruch","bz9VMiTQ1ixvnoxUFk0jiUcnLG3oQsymgXNCqyRqfsk",[1149,1157,1165],{"title":1150,"description":1151,"heroImage":1152,"category":431,"date":1153,"authors":1154,"slug":1156,"externalUrl":435},"Moderniser Java avec Cursor et GitLab","Ce tutoriel commence par la correction ciblée de tests, introduit des murs qualité et met en œuvre des modifications de code en tenant compte du contexte du cycle de développement, des tests et des preuves de revue.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1776457632/llddiylsgwuze0u1rjks.png","2026-08-12",[1155],"Michael Friedrich","modernize-java-with-cursor-and-gitlab",{"title":1158,"description":1159,"heroImage":1160,"category":431,"date":1161,"authors":1162,"slug":1164,"externalUrl":435},"Comment utiliser des agents d'IA pour migrer la limitation de débit de GitLab","Découvrez comment notre équipe composée de trois personnes a utilisé GitLab Duo Agent Platform, ainsi que d'autres outils d'IA, pour migrer avec succès le système de limitation de débit et les leçons que nous en avons tirées.","https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_auto,c_lfill/v1773075582/yiosxfhwk8rfkulrtchv.png","2026-08-10",[1163],"Sam Wiskow","ai-agents-for-migrating-rate-limiting-system",{"title":1166,"description":1167,"heroImage":1168,"category":431,"date":1169,"authors":1170,"slug":1172,"externalUrl":435},"Codage agentique : le contexte fait la différence","Les agents de codage accélèrent le développement. Grâce au contexte dans GitLab, les entreprises évitent les correctifs superficiels et raccourcissent les cycles de revue.","https://res.cloudinary.com/about-gitlab-com/image/upload/f_auto,q_auto,c_lfill/v1773856365/gsx2c0vqlswox3ldmq88.jpg","2026-08-03",[1171],"Jessica Taylor","agentic-coding-only-as-good-as-context",{"promotions":1174},[1175,1188,1199,1211],{"id":1176,"categories":1177,"header":1178,"text":1179,"button":1180,"image":1185},"ai-modernization",[431],"L'IA tient-elle ses promesses à grande échelle ?","Le questionnaire ne prendra pas plus de 5 minutes.",{"text":1181,"config":1182},"Obtenez votre score de maturité IA",{"href":1183,"dataGaName":1184,"dataGaLocation":665},"/fr-fr/assessments/ai-modernization-assessment/","modernization assessment",{"config":1186},{"src":1187},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/qix0m7kwnd8x2fh1zq49.png",{"id":1189,"categories":1190,"header":1191,"text":1179,"button":1192,"image":1196},"devops-modernization",[448,1001],"Vous contentez-vous de gérer des outils ou de livrer des innovations ?",{"text":1193,"config":1194},"Obtenez votre score de maturité DevOps",{"href":1195,"dataGaName":1184,"dataGaLocation":665},"/fr-fr/assessments/devops-modernization-assessment/",{"config":1197},{"src":1198},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138785/eg818fmakweyuznttgid.png",{"id":1200,"categories":1201,"header":1203,"text":1179,"button":1204,"image":1208},"security-modernization",[1202],"security","Faut-il sacrifier la rapidité pour garantir la sécurité ?",{"text":1205,"config":1206},"Obtenez votre score de maturité en matière de sécurité",{"href":1207,"dataGaName":1184,"dataGaLocation":665},"/fr-fr/assessments/security-modernization-assessment/",{"config":1209},{"src":1210},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/p4pbqd9nnjejg5ds6mdk.png",{"id":1212,"paths":1213,"header":1216,"text":1217,"button":1218,"image":1223},"github-azure-migration",[1214,1215],"migration-from-azure-devops-to-gitlab","integrating-azure-devops-scm-and-gitlab","Votre équipe est-elle prête pour la migration de GitHub vers Azure ?","GitHub a déjà commencé sa migration vers Azure. Découvrez ce que cela signifie pour vous.",{"text":1219,"config":1220},"Découvrez les différences entre GitLab et GitHub",{"href":1221,"dataGaName":1222,"dataGaLocation":665},"/fr-fr/compare/gitlab-vs-github/github-azure-migration/","github azure migration",{"config":1224},{"src":1198},{"header":1226,"blurb":1227,"button":1228,"secondaryButton":1232},"Commencez à développer plus rapidement dès aujourd'hui","Découvrez ce que votre équipe peut accomplir avec la plateforme d'orchestration intelligente pour le DevSecOps.\n",{"text":460,"config":1229},{"href":1230,"dataGaName":463,"dataGaLocation":1231},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/fr-fr/","feature",{"text":788,"config":1233},{"href":790,"dataGaName":468,"dataGaLocation":1231},1786803763926]