{"id":"c8cb3725-6487-4954-ae31-11cb738a5328","timestamp":1762543284727,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/blog/ci-deployment-and-environments","/de-de/blog/4-ways-to-accelerate-embedded-development-with-gitlab","/de-de/blog/automating-with-gitlab-duo-part-2-complex-testing","/de-de/blog/duo-agent-platform-with-mcp","/de-de/blog/git-pull-vs-git-fetch-whats-the-difference","/de-de/blog/developing-gitlab-duo-a-roundup-of-recent-chat-enhancements","/de-de/blog/gitlab-duo-workflow-enterprise-visibility-and-control-for-agentic-ai","/de-de/blog/finserv-how-to-implement-gitlabs-separation-of-duties-features","/de-de/blog/agile-epics-in-gitlab","/de-de/blog/gitlab-duo-agent-platform-public-beta","/de-de/blog/how-gitlab-can-support-your-iso-compliance-journey","/de-de/blog/gitlab-premium-with-duo","/de-de/blog/journey-through-gits-20-year-history","/de-de/blog/how-we-reduced-mr-review-time-with-value-stream-management","/de-de/blog/how-to-integrate-custom-security-scanners-into-gitlab","/de-de/blog/migration-guide-github-advanced-security-to-gitlab-ultimate","/de-de/blog/safe-without-silos-in-gitlab","/de-de/blog/speed-up-code-reviews-let-ai-handle-the-feedback-implementation","/de-de/blog/tutorial-automated-release-and-release-notes-with-gitlab","/de-de/blog/using-ansible-and-gitlab-as-infrastructure-for-code","/de-de/blog/why-are-organizations-moving-to-a-unified-devsecops-platform","/de-de/blog/what-is-yaml","/de-de/impressum","/de-de/blog/what-is-a-rest-api-guide-and-functions","/de-de/customers/conversica","/de-de/customers/airbus","/de-de/customers/hackerone","/de-de/customers/nebulaworks","/de-de/pricing/premium-promo","/de-de/pricing/faq-new-product-subscription-tiers","/de-de/solutions/jira","/de-de/get-started/continuous-integration","/de-de/stages-devops-lifecycle/package","/de-de/security","/de-de/developer-survey/2024/security-compliance","/de-de/solutions/automotive","/de-de/partners/technology-partners/hashicorp","/de-de/enterprise","/de-de/solutions/education","/de-de/solutions/public-sector","/de-de/topics/ci-cd/continuous-integration-best-practices","/de-de/topics/agile-delivery/agile-methodology","/de-de/topics/gitops/gitops-gitlab-collaboration","/de-de/topics/cloud-native","/de-de/topics/devsecops","/de-de/topics/devops/devops-test-automation","/de-de/solutions/value-stream-management/dora","/de-de/topics/devops/value-stream-mapping","/de-de/topics/serverless","/de-de/topics/version-control/what-are-gitlab-flow-best-practices","/de-de/value-stream-workshop","/de-de/the-source/authors/erika-feldman","/de-de/the-source/authors/ayoub-fandi","/de-de/the-source/authors/sharon-gaudin","/de-de/the-source/authors/josh-lemos","/de-de/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/de-de/the-source/platform/high-performing-development-teams-your-business-advantage","/de-de/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/de-de/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/blog/agentic-ai-guides-and-resources","/blog/announcing-gitlab-devsecops","/blog/5-gitlab-premium-features-to-help-your-team-scale","/blog/3-signs-your-team-is-ready-to-uplevel-security-controls-in-gitlab","/blog/10-best-practices-for-using-ai-powered-gitlab-duo-chat","/blog/2018-global-developer-survey","/blog/5-ways-gitlab-duo-chat-ai-can-supercharge-product-management","/blog/a-brief-history-of-gitlab-workhorse","/blog/7-steps-to-enhance-application-security-without-slowing-developer-velocity","/blog/a-grant-to-help-us-integrate-gitlab-with-open-source-osf","/blog/ai-assisted-code-suggestions","/blog/a-story-of-runner-scaling","/blog/accelerate-state-of-devops-report-key-takeaways","/blog/align-engineering-security-appsec-tests-in-ci","/blog/actioning-security-vulnerabilities-in-gitlab-premium","/blog/an-agile-approach-to-documentation-and-structure","/blog/applying-gitlab-labels-automatically","/blog/ask-a-hacker","/blog/atlassian-server-ending-move-to-a-single-devsecops-platform","/blog/authors/chris-ward","/blog/authors/carol-teskey","/blog/authors/amanda-rueda","/blog/authors/cherry-han","/blog/authors/christina-hupy-phd","/blog/authors/colin-fletcher","/blog/authors/bill-staples","/blog/authors/adfinis-sygroup","/blog/authors/andrew-fontaine","/blog/authors/brandon-lyon","/blog/authors/alexander-dietrich","/blog/authors/andy-volpe","/blog/authors/austin-regnery","/blog/authors/ariel-camus","/blog/authors/becka-lippert","/blog/authors/brian-wald","/blog/authors/dave-wentzel","/blog/authors/daniel-helfand","/blog/authors/craig-miskell","/blog/authors/dean-agron-co-founder-and-ceo-oxeye","/blog/authors/dilan-orrino","/blog/authors/douglas-alexandre","/blog/authors/eliran-mesika","/blog/authors/emily-von-hoffmann","/blog/authors/erica-lindberg","/blog/authors/fabio-pitino","/blog/authors/francis-ofungwu","/blog/authors/ethan-urie","/blog/authors/gerard-hickey","/blog/authors/gitlab-team","/blog/authors/greg-johnson","/blog/authors/guy-bar-gil-product-manager-at-whitesource","/blog/authors/hazel-yang","/blog/authors/iain-camacho","/blog/authors/jackie-porter","/blog/authors/issei-hamada-sony-biz-networks-corporation","/blog/authors/james-heimbuck","/blog/authors/jarka-koanov-et-al","/blog/authors/jd-alex","/blog/authors/jeremy-elder","/blog/authors/job-van-der-voort","/blog/authors/johannes-bauer","/blog/authors/john-sparrow","/blog/authors/joseph-burnett","/blog/authors/joyce-tompsett","/blog/authors/juliet-wanjohi","/blog/authors/katherine-okpara","/blog/authors/kevin-morrison","/blog/authors/kushal-pandya","/blog/authors/lin-jen-shin","/blog/authors/lauren-barker","/blog/authors/madou-coulibaly","/blog/authors/marcia-ramos","/blog/authors/mark-lapierre","/blog/authors/mek-stittri","/blog/authors/matt-coons","/blog/authors/michael-kozono","/blog/authors/neil-mccorrison","/blog/authors/mike-greiling","/blog/authors/matthew-nearents","/blog/authors/nikhil-george","/blog/authors/oleksandr-pysaryuk","/blog/authors/owen-williams","/blog/authors/paul-badcock","/blog/authors/phil-hughes","/blog/authors/raquel-campuzano","/blog/authors/pranay-bakre","/blog/authors/ricardo-amarilla-villalba","/blog/authors/roger-woo","/blog/authors/sam-kerr","/blog/authors/rupert-douglas","/blog/authors/sarah-matthies","/blog/authors/samuel-alfageme","/blog/authors/sergey-nuzhdin","/blog/authors/saumya-upadhyaya","/blog/authors/sid-sijbrandij","/blog/authors/tim-rizzi","/blog/authors/taylor-mccaslin","/blog/authors/steven-zinck","/blog/authors/stephanie-garza","/blog/authors/toon-claes","/blog/authors/ulrica-de-fort-menares","/blog/authors/victor-wu","/blog/authors/wayne-haber","/blog/authors/zeger-jan-van-de-weg","/blog/avoiding-foreclosure-on-your-technical-debt","/blog/automated-debian-package-build-with-gitlab-ci","/blog/beginner-git-guide","/blog/axosoft-launches-gitkraken-integration-with-gitlab","/blog/automating-with-gitlab-duo-part-2-complex-testing","/blog/benefits-of-transparency-in-compliance","/blog/best-practices-to-set-up-organizational-hierarchies-that-scale","/blog/build-a-new-website-in-a-few-easy-steps-with-gitlab-pages","/blog/boring-solutions-faster-iteration","/blog/building-a-text-adventure-using-cplusplus-and-code-suggestions","/blog/building-gitlab-with-gitlab-expanding-our-security-certification-portfolio","/blog/cadence-is-everything-10x-engineering-organizations-for-10x-engineers","/blog/cd-solution-overview","/blog/cern-connect-global-researchers","/blog/ci-cd-demo","/blog/cofounder-relations","/blog/ci-minutes-update-free-users","/blog/chat-about-your-merge-request-with-gitlab-duo","/blog/cloud-native-storage-beginners","/blog/coming-soon-gitlab-dependency-firewall","/blog/comply-with-nist-secure-supply-chain-framework-with-gitlab","/blog/configure-post","/blog/create-a-workspace-quickly-with-the-gitlab-default-devfile","/blog/contributor-post-luke","/blog/contribute-to-open-source-land-jobs","/blog/containers-kubernetes-basics","/blog/crowdin-localization-for-agile-projects","/blog/debian-customizes-ci-tooling-with-gitlab","/blog/cycle-analytics-feature-highlight","/blog/delivering-faster-and-smarter-scans-with-advanced-sast","/blog/deploy-aws","/blog/designing-in-an-all-remote-company","/blog/developers-crave-modern-tools","/blog/developing-gitlab-duo-series","/blog/devsecops-faq-get-up-to-speed-on-this-hot-devops-area","/blog/devops-on-the-edge-a-conversation-about-gitlab-and-arm","/blog/directed-acyclic-graph","/blog/dunelm-strengthens-business-by-enhancing-its-devsecops-culture","/blog/docs-site-design-overhaul","/blog/efficient-devsecops-workflows-with-rules-for-conditional-pipelines","/blog/eliminating-distractions-and-getting-things-done","/blog/enabling-global-search-elasticsearch-gitlab-com","/blog/enhanced-deprecations-page","/blog/european-general-data-protection-regulation-law","/blog/explain-this-code","/blog/fearless-contribution-a-guide-for-first-timers","/blog/feature-highlight-merge-request-approvals","/blog/feature-highlihght-confidential-issues","/blog/five-essential-business-benefits-a-devops-platform-gives-smbs","/blog/five-things-you-hear-from-gitlab-ceo","/blog/faq-gitlab-ci-cd-catalog","/blog/four-tips-to-increase-your-devops-salary","/blog/from-idea-to-production-on-thousands-of-clouds","/blog/geo-is-available-on-staging-for-gitlab-com","/blog/fuzz-testing","/blog/get-started-with-openshift-origin-3-and-gitlab","/blog/getting-started-with-gitlab-and-gitlab-ci","/blog/getting-started-with-value-streams-dashboard","/blog/git-merge-fifteen-year-git-party","/blog/git-security-audit","/blog/gitlab-adds-further-measures-to-combat-credential-stuffing-and-other-types-of-platform-abuse","/blog/gitlab-2018-year-in-review","/blog/gitlab-and-workloads-on-ibm-z-and-red-hat-openshift","/blog/gitlab-and-google-cloud","/blog/gitlab-at-next-25-transforming-app-modernization","/blog/github-to-gitlab-migration-made-easy","/blog/gitlab-chatops-will-become-available-to-everyone","/blog/gitlab-cnh-for-50k-users","/blog/gitlab-dedicated-for-government-now-fedramp-authorized","/blog/gitlab-com-pricing-thoughts","/blog/gitlab-community-forum","/blog/gitlab-drives-automotive-industry-information-security-with-tisax","/blog/gitlab-duo-chat-now-generally-available","/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/blog/gitlab-enterprise-edition-price-change","/blog/gitlab-for-agile-portfolio-planning-project-management","/blog/gitlab-gitorious-free-software","/blog/gitlab-hashicorp-terraform-vault-pt-1","/blog/gitlab-in-action-part-2","/blog/gitlab-is-part-of-the-y-combinator-family","/blog/gitlab-io-is-now-gitlab-com","/blog/gitlab-issue-bash-september-2017","/blog/gitlab-kubernetes-agent-on-gitlab-com","/blog/gitlab-mitre-attack-navigator","/blog/gitlab-look-at-the-fair-source-license","/blog/gitlab-names-bill-staples-as-new-ceo","/blog/gitlab-on-debian-8","/blog/gitlab-package-roadmap-for-2024","/blog/gitlab-pg-upgrade","/blog/gitlab-ranked-44-on-inc-5000-list","/blog/gitlab-response-to-cve-2023-38545","/blog/gitlab-supply-chain-security","/blog/gitlab-taught-in-korean-uni","/blog/gitlab-series-e-funding","/blog/gitlab-ultimate-for-ibm-z-modern-devsecops-for-mainframes","/blog/gitlab-top-30-highest-velocity-open-source","/blog/gitlab-value-stream-management-and-dora","/blog/gitlab-workflow-with-jira-jenkins","/blog/gitlabs-deprecation-strategy","/blog/gitops-with-gitlab-auto-devops","/blog/gitpod-desktop-app-personal-activities","/blog/global-developer-report","/blog/google-cloud-next-anthos-kubernetes","/blog/graphql-vulnerability-api","/blog/hackathon-recap","/blog/hey-icons-lighten-up","/blog/hosted-runners-for-gitlab-dedicated-now-in-limited-availability","/blog/how-gitlab-agile-planning-improves-collaborative-project-management","/blog/how-gitlab-works-remotely","/blog/how-carrefour-and-thales-are-evolving-their-ci-cd-platforms","/blog/how-gitlab-empowers-translators-with-more-context","/blog/how-innersourcing-can-help-your-security-team","/blog/how-gitlab-protects-your-ip","/blog/how-remote-work-at-gitlab-enables-location-independence","/blog/how-to-auto-deploy-a-gitlab-dot-com-project-to-google-cloud","/blog/how-the-devops-platform-makes-building-accessible-software-easier","/blog/how-to-begin-your-devops-journey","/blog/how-to-code-build-and-deploy-from-an-ipad-using-gitlab-and-gitpod","/blog/how-to-detecting-secrets-in-video","/blog/how-to-gitlab-single-sign-on-with-saml-scim-and-azures-entra-id","/blog/how-to-keep-up-with-ci-cd-best-practices","/blog/how-to-move-from-ic-to-devops-manager-and-succeed","/blog/how-to-shorten-conversation-cycle","/blog/how-to-push-code-from-a-hammock","/blog/how-we-boosted-webauthn-adoption-from-20-percent-to-93-percent-in-2-days","/blog/how-to-use-oci-images-as-the-source-of-truth-for-continuous-delivery","/blog/how-to-successfully-deliver-your-software-development-roadmap","/blog/how-we-increased-our-release-velocity-with-gitlab","/blog/how-we-turned-40-person-meeting-into-a-podcast","/blog/how-we-removed-all-502-errors-by-caring-about-pid-1-in-kubernetes","/blog/how-we-uxd-our-secure-ux-team","/blog/humangeo-switches-jenkins-gitlab-ci","/blog/improve-ai-security-in-gitlab-with-composite-identities","/blog/improving-open-development-for-everyone","/blog/inside-gitlab-security-dashboards","/blog/insights","/blog/introducing-gitlab-dedicated","/blog/integration-management","/blog/introducing-auto-breakfast-from-gitlab","/blog/introducing-product-analytics-in-gitlab","/blog/introducing-the-gitlab-kubernetes-agent","/blog/iteration-and-code-review","/blog/is-devops-for-designers","/blog/job-artifact-meta-data-expiration-change","/blog/journey-to-the-outer-loop","/blog/keeping-your-code-protected","/blog/kontra-and-gitlab-integrate-vulnerability-education-into-the-devops-workflow","/blog/kubernetes-overview-operate-cluster-data-on-the-frontend","/blog/learn-python-with-pj-part-1","/blog/lee-tickett-my-gitlab-journey","/blog/look-back-on-11-11-cicd","/blog/lets-all-search","/blog/manage-it-alerts-with-gitlab","/blog/making-ci-easier-with-gitlab","/blog/many-meanings-multicloud","/blog/mastering-the-all-remote-environment","/blog/meet-partner-the-good-docs-project","/blog/merge-request-reviewers","/blog/migrate-from-pipeline-variables-to-pipeline-inputs-for-better-security","/blog/migrating-your-version-control-to-git","/blog/mobile-devops-with-gitlab-part-3-code-signing-for-ios-with-gitlab-and-fastlane","/blog/monitor-web-attack-surface-with-gitlab","/blog/multi-cloud-security","/blog/moving-from-ops-to-infrastructure","/blog/netlify-launches-gitlab-support","/blog/new-machine-types-for-gitlab-saas-runners","/blog/next-generation-container-registry","/blog/observability","/blog/optimizing-the-value-exchange-a-gentle-introduction","/blog/open-source-security","/blog/our-secret-to-tackling-thousands-of-open-issues","/blog/one-devops-platform-can-help-you-achieve-devsecops","/blog/pair-gitlab-and-the-good-docs-project-template-to-improve-release-notes","/blog/path-to-decomposing-gitlab-database-part2","/blog/plugin-instability","/blog/pick-your-brain-interview-jake-stein","/blog/pragmatic-redesign-for-gitlab","/blog/proposed-server-purchase-for-gitlab-com","/blog/publishing-obsidian-notes-with-gitlab-pages","/blog/q1-hackathon-recap","/blog/quantifying-ux-validating-the-redesign-of-gitlabs-settings-pages","/blog/recruiting-tactics-and-strategies-to-build-a-more-diverse-team","/blog/r2devops-open-source-hub-cicd","/blog/reduce-the-load-on-gitlab-gitaly-with-bundle-uri","/blog/release-early-release-often","/blog/remote-enables-innovation","/blog/removing-mysql-support","/blog/rise-of-protestware","/blog/scaling-our-use-of-sidekiq","/blog/secure-compliant-and-ai-powered-get-to-know-3-new-gitlab-features","/blog/secure-rust-development-with-gitlab","/blog/security-culture-devsecops","/blog/security-trends-in-gitlab-hosted-projects","/blog/set-up-flux-for-gitops-on-openshift","/blog/shared-runners","/blog/preview","/blog/simplify-your-cloud-account-management-for-kubernetes-access","/blog/soc2-compliance","/blog/stack-overflow-support-network","/blog/speed-up-code-reviews-let-ai-handle-the-feedback-implementation","/blog/solving-gitlabs-changelog-conflict-crisis","/blog/starting-from-the-start-slippers-design-system","/blog/streamline-enterprise-artifact-management-with-gitlab","/blog/supercharge-your-git-workflows","/blog/synchronous-collaboration-as-a-remote-designer-at-gitlab","/blog/the-best-of-gitlabs-devops-platform-2021","/blog/tech-debt","/blog/the-contributions-we-made-to-the-git-2-43-release","/blog/the-on-call-handover-at-gitlab","/blog/the-gitlab-handbook-by-numbers","/blog/the-ultimate-guide-to-token-management-at-gitlab","/blog/the-top-skills-you-need-to-get-your-devops-dream-job","/blog/three-faces-of-user-calls","/blog/top-challenges-to-securing-the-software-supply-chain","/blog/three-yaml-tips-better-pipelines","/blog/too-many-toolchains-a-devops-platform-migration-is-the-answer","/blog/top-tips-for-efficient-ai-powered-code-suggestions-with-gitlab-duo","/blog/trends-in-test-automation","/blog/tutorial-advanced-use-case-for-gitlab-pipeline-execution-policies","/blog/tutorial-securing-your-gitlab-pages-with-tls-and-letsencrypt","/blog/ubs-gitlab-devops-platform","/blog/unifylogsmetrics","/blog/unveiling-the-guard-framework-to-automate-security-detections-at-gitlab","/blog/updating-the-os-version-of-saas-runners-on-linux","/blog/use-gitlab-duo-to-build-and-deploy-a-simple-quarkus-native-project","/blog/using-ansible-and-gitlab-as-infrastructure-for-code","/blog/using-omnibus-gitlab-to-ship-gitlab","/blog/video-tutorial-idea-to-production-on-google-container-engine-gke","/blog/vcc-with-a-single-app","/blog/vulnerability-risk-prioritization-made-simple-with-gitlab","/blog/ways-to-encourage-collaboration","/blog/welcome-kde","/blog/what-founders-ask-founders-about-getting-into-yc","/blog/what-the-solarwinds-attack-can-teach-us-about-devsecops","/blog/what-its-like-to-intern-in-gitlab-security","/blog/whats-in-your-backpack","/blog/whats-next-for-gitlab-ci","/blog/why-ai-in-devops-is-here-to-stay","/blog/why-gitlab-ci-cd","/blog/why-collaboration-tools-matter","/blog/why-i-am-excited-about-gitlab-commit","/blog/why-security-champions","/blog/why-we-chose-vue","/blog/working-for-gitlab-a-support-engineers-perspective","/blog/why-were-sticking-with-ruby-on-rails","/blog/wrapping-text","/blog/you-asked-and-our-red-team-answered","/blog/zero-trust-at-gitlab-where-do-we-go-from-here","/compliance/pci-compliance","/customers/cook-county","/customers/alteryx","/customers/bitpanda","/customers/fullsave","/customers/dublin-city-university","/customers/lely","/customers/paessler-prtg","/customers/sigma-defense","/customers/thezebra","/customers/victoria-university","/get-started/build-business-case","/company/contact","/partners/technology-partners/hashicorp","/press/releases/2019-08-07-gitlab-announces-commit-brooklyn-schedule","/press/releases/2019-12-06-2020-gitlab-commit-san-francisco-schedule","/press/releases/2016-05-24-softmart-press-release","/press/releases/2017-07-31-emerasoft-press-release","/press/releases/2018-03-22-gitlab-cicd-github-integration","/press/releases/2020-04-22-gitlab-and-megazone-cloud-expands-cloud-native","/press/releases/2020-07-09-gitlab-announces-first-ever-24-hour-virtual-user-event","/press/releases/2019-01-22-gitlab-announces-support-for-common-access-cards","/press/releases/2020-12-09-gitlab-cited-as-representative-vendor-in-gartner-market-guide","/press/releases/2021-04-27-gitlab-positioned-leader-gartner-magic-quadrant-enterprise-agile-planning-tools","/press/releases/2021-07-08-gitlab-announces-commit-virtual-2021","/press/releases/2022-05-16-gitlab-to-announce-first-quarter-fiscal-2023-financial-results","/press/releases/2021-12-06-gitlab-reports-third-quarter-fiscal-2022-financial-results","/press/releases/2022-10-05-teamops-new-practice-for-work-environments","/press/releases/2022-12-13-gitlab-appoints-mark-porter-to-board-of-directors","/press/releases/2023-07-18-gitlab-names-chris-weber-chief-revenue-officer","/press/releases/2023-05-02-gitlab-and-google-cloud-partner-to-expand-ai-assisted-capabilities","/press/releases/2023-11-09-gitlab-continues-ai-momentum-with-enhanced-ai-powered-devsecops-workflows","/press/releases/2024-03-22-gitlab-to-hold-fireside-chat-with-truist-securities","/forrester-wave-devops-platform/variant","/press/releases/2024-06-25-gitlab-survey-reveals-tension-around-ai-security-and-developer-productivity-within-organizations","/press/releases/2025-05-20-gitlab-to-announce-first-quarter-fiscal-2026-financial-results","/press/releases/2025-08-28-gitlab-cfo-to-present-at-piper-sandler-growth-frontiers-conference","/press/releases/2025-01-02-gitlab-cfo-to-present-at-the-27th-annual-needham-growth-conference","/press/releases/gitlab-reports-fourth-quarter-and-full-fiscal-year-2025-results","/pricing/faq-premium-update","/pricing/premium-promo","/events/dach-roadshow","/developer-survey/2024","/stages-devops-lifecycle/package","/solutions/value-stream-management/dora","/support/general-policies","/solutions/analytics-and-insights","/solutions/devops-platform","/support/statement-of-support","/jobs/all-jobs","/ebook-beginners-guide-secure-software","/services","/solutions/open-source","/solutions/public-sector/us-govt-support","/resources","/customers","/gitlab-duo","/solutions","/the-source/authors/chandler-gibbons","/the-source/authors/gitlab","/the-source/authors/josh-lemos","/the-source/authors/rschulman","/topics/agile-devsecops","/topics/ci-cd/continuous-integration-continuous-delivery-work-together","/topics/continuous-delivery","/the-source/ai/transform-automotive-embedded-development-with-ai","/the-source/platform/navigating-a-smooth-transition-to-agile-planning","/the-source/security/field-guide-to-threat-vectors-in-the-software-supply-chain","/topics/serverless","/topics/devops/what-is-a-devops-engineer","/topics/gitops/gitops-multicloud-deployments-gitlab","/topics/devops/devops-tools-explained","/topics/devsecops/sast-vs-dast","/topics/version-control/what-are-gitlab-flow-best-practices","/es/customers/nebulaworks","/es/customers/conversica","/es/customers/airbus","/es/customers/hackerone","/upgrade-to-package-repository","/es/pricing/faq-improved-billing-and-subscription-management","/the-source/ai/building-a-transparency-first-ai-strategy-7-questions-to-ask-your-devops","/the-source/ai/overcome-ai-sprawl-with-a-value-stream-management-approach","/the-source/ai/how-ai-can-fix-governments-legacy-code-problem","/the-source/platform/3-surprising-findings-from-our-2024-global-devsecops-survey","/the-source/ai/why-banks-need-agentic-ai-platforms-not-more-ai-tools","/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/the-source/platform/finops-balancing-financial-responsibility-and-innovation","/the-source/platform/unlocking-software-driven-business-transformation-in-telco","/the-source/security/ai-agents-are-reshaping-software-what-cisos-need-to-know","/es/security","/es/solutions/education","/es/solutions/value-stream-management/dora","/es/solutions/jira","/es/solutions/automotive","/es/stages-devops-lifecycle/package","/es/solutions/public-sector","/es/partners/technology-partners/aws","/es/gartner-magic-quadrant","/es/gitlab-duo/agent-platform","/the-source/security/key-security-trends-for-cisos-in-2025","/the-source/security/why-legacy-code-is-a-security-risk-and-how-ai-can-help","/es/topics/agile-delivery/agile-methodology","/es/topics/ci-cd/continuous-integration-best-practices","/es/topics/cloud-native","/es/topics/devops/devops-test-automation","/es/topics/devops/value-stream-mapping","/es/topics/devsecops","/es/topics/serverless","/es/topics/gitops/gitops-gitlab-collaboration","/es/topics/version-control/what-are-gitlab-flow-best-practices","/es/value-stream-workshop","/es/devsecops","/es/pricing/premium/why-upgrade","/es/the-source/authors/ayoub-fandi","/es/the-source/authors/sharon-gaudin","/es/the-source/authors/erika-feldman","/es/the-source/authors/josh-lemos","/es/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/es/the-source/platform/high-performing-development-teams-your-business-advantage","/es/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/es/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/fr-fr/blog/introducing-the-source-insights-for-the-future-of-software-development","/fr-fr/blog/4-must-know-devops-principles","/fr-fr/blog/observability-vs-monitoring-in-devops","/fr-fr/blog/greater-ai-choice-in-gitlab-duo-claude-sonnet-4-5-arrives","/fr-fr/blog/how-gitlab-transforms-embedded-systems-testing-cycles","/fr-fr/blog/gitlab-named-a-leader-in-the-2025-gartner-magic-quadrant-for-ai-code-assistants","/fr-fr/blog/how-to-use-gitlabs-custom-compliance-frameworks-in-your-devsecops","/fr-fr/blog/large-language-model","/fr-fr/blog/ai-native-gitlab-premium-transform-higher-education-software-development","/fr-fr/blog/basics-of-gitlab-ci-updated","/fr-fr/blog/developing-gitlab-duo-use-ai-to-remediate-security-vulnerabilities","/fr-fr/blog/ci-deployment-and-environments","/fr-fr/blog/gitlab-duo-self-hosted-models-on-aws-bedrock","/fr-fr/blog/exact-code-search-find-code-faster-across-repositories","/fr-fr/blog/getting-started-with-gitlab-mastering-project-management","/fr-fr/blog/gitlab-achieves-iso-iec-42001-certification-for-ai-governance","/fr-fr/blog/software-innovation-study-france","/fr-fr/blog/tutorial-security-scanning-in-air-gapped-environments","/fr-fr/blog/the-gitlab-ai-security-framework-for-security-leaders","/fr-fr/blog/vibe-coding-with-gitlab-duo-agent-platform-issue-to-mr-flow","/fr-fr/blog/whats-new-in-git-2-45-0","/fr-fr/blog/what-is-git","/fr-fr/blog/why-now-is-the-time-for-embedded-devsecops","/fr-fr/customers/dunelm","/fr-fr/customers/siemens","/fr-fr/customers/iron-mountain","/fr-fr/devsecops","/fr-fr/forrester-wave-devops-platform","/fr-fr/customers/bab","/fr-fr/privacy","/fr-fr/pricing/feature-comparison","/fr-fr/solutions/compliance","/fr-fr/stages-devops-lifecycle/release","/fr-fr/solutions/finance","/fr-fr/solutions/nonprofit","/fr-fr/integrations","/fr-fr/small-business","/fr-fr/get-started","/fr-fr/topics/ci-cd/benefits-continuous-integration","/fr-fr/topics/ci-cd/continuous-integration-server","/fr-fr/topics/devops/ai-enhanced-security","/fr-fr/topics/devops","/fr-fr/topics/devops/what-is-a-site-reliability-engineer","/fr-fr/topics/devsecops/what-is-developer-first-security","/fr-fr/topics/gitops","/fr-fr/topics/version-control/what-is-git-version-control","/fr-fr/topics/version-control/how-implement-version-control","/fr-fr/solutions/visibility-measurement","/fr-fr/partners/technology-partners","/it-it/customers/iron-mountain","/it-it/customers/thales","/it-it/customers/caci","/it-it/customers/fanatics","/it-it/get-started/enterprise","/fr-fr/the-source/authors/chandler-gibbons","/it-it/pricing/feature-comparison","/it-it/privacy","/fr-fr/the-source/authors/grant-hickman","/it-it/partners/technology-partners","/fr-fr/the-source/authors/lee-faus","/it-it/analysts","/it-it/solutions/continuous-software-compliance","/it-it/solutions/aerospace","/it-it/stages-devops-lifecycle/create","/it-it/stages-devops-lifecycle/verify","/fr-fr/solutions/software-compliance","/it-it/faster-together","/it-it/solutions/nonprofit/partners","/it-it/install","/it-it/topics/ci-cd/choose-continuous-integration-tool","/it-it/solutions/startups/google-cloud","/fr-fr/the-source","/fr-fr/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/fr-fr/the-source/security/key-security-trends-for-cisos-in-2025","/fr-fr/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/fr-fr/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/it-it/topics/ci-cd/implement-continuous-integration","/it-it/topics/devops/ai-for-coding","/it-it/topics/devops/reduce-devops-costs","/it-it/topics/devops/what-is-developer-experience","/it-it/topics/version-control","/it-it/topics/devsecops/what-is-fuzz-testing","/it-it/topics/gitops/infrastructure-as-code","/it-it/topics/version-control/what-is-git-workflow","/it-it/solutions/gitlab-duo-pro/sales","/it-it/the-source/authors/ncregan","/it-it/the-source/authors/dave-steer","/it-it/the-source/authors/haim-snir","/it-it/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/it-it/the-source/platform/why-your-development-team-should-plan-small-to-deliver-big","/it-it/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security","/it-it/the-source/ai/velocity-with-guardrails-ai-automation","/it-it/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer","/ja-jp/blog","/ja-jp/blog/event-report-gartner-it-infra-2024","/ja-jp/blog/gitlab-17-6-release","/ja-jp/blog/mastering-the-basics-of-git-push-tag","/ja-jp/blog/gitlab-18-04-release","/ja-jp/blog/gitlab-16-11-released","/ja-jp/blog/monday-merge-2025-november-10","/ja-jp/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/ja-jp/blog/build-a-new-website-in-a-few-easy-steps-with-gitlab-pages","/ja-jp/blog/demystifying-ci-cd-variables","/ja-jp/blog/developing-gitlab-duo-series","/ja-jp/blog/five-fast-facts-about-docs-as-code-at-gitlab","/ja-jp/blog/gitlab-duo-agent-platform-what-is-next-for-intelligent-devsecops","/ja-jp/blog/gitlab-flow-duo","/ja-jp/blog/gitlab-premium-with-duo","/ja-jp/blog/how-gitlab-empowers-translators-with-more-context","/ja-jp/blog/10-best-practices-for-using-ai-powered-gitlab-duo-chat","/ja-jp/blog/prepare-now-docker-hub-rate-limits-will-impact-gitlab-ci-cd","/ja-jp/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/ja-jp/blog/u-s-navy-black-pearl-lessons-in-championing-devsecops","/ja-jp/blog/what-is-git","/ja-jp/blog/what-are-the-benefits-of-a-microservices-architecture","/ja-jp/blog/whats-new-in-git-2-47-0","/ja-jp/devsecops","/ja-jp/blog/what-is-saas","/ja-jp/forrester-wave-devops-platform","/ja-jp/get-started","/ja-jp/customers/cern","/ja-jp/integrations","/ja-jp/customers/fanatics","/ja-jp/customers/intuitive-machines","/ja-jp/customers/siemens","/ja-jp/solutions/github","/ja-jp/solutions/nonprofit/join","/ja-jp/contact-sales","/ja-jp/stages-devops-lifecycle/configure","/ja-jp/stages-devops-lifecycle/secure","/ja-jp/partners/technology-partners/redhat","/ja-jp/solutions/continuous-integration","/ja-jp/solutions/source-code-management","/ja-jp/topics/devops/ai-enhanced-security","/ja-jp/topics/ci-cd/benefits-continuous-integration","/ja-jp/topics/ci-cd/continuous-integration-server","/ja-jp/topics/devops","/ja-jp/topics/devops/what-is-a-site-reliability-engineer","/ja-jp/software-innovation-report/japan","/ja-jp/topics/gitops","/ja-jp/topics/devsecops/what-is-developer-first-security","/ja-jp/topics/version-control/what-is-git-version-control","/ja-jp/topics/version-control/how-implement-version-control","/pt-br/analysts","/pt-br/customers/thales","/pt-br/customers/fanatics","/pt-br/faster-together","/pt-br/customers/iron-mountain","/pt-br/install","/pt-br/customers/caci","/pt-br/get-started/enterprise","/pt-br/privacy","/pt-br/pricing/feature-comparison","/pt-br/partners/technology-partners","/ja-jp/the-source/authors/lee-faus","/ja-jp/releases/whats-new","/ja-jp/the-source/authors/chandler-gibbons","/ja-jp/the-source/authors/grant-hickman","/pt-br/solutions/continuous-software-compliance","/pt-br/solutions/aerospace","/pt-br/solutions/gitlab-duo-pro/sales","/pt-br/solutions/nonprofit/partners","/pt-br/solutions/startups/google-cloud","/pt-br/stages-devops-lifecycle/create","/pt-br/stages-devops-lifecycle/verify","/pt-br/topics/ci-cd/implement-continuous-integration","/pt-br/topics/ci-cd/choose-continuous-integration-tool","/pt-br/topics/devops/ai-for-coding","/ja-jp/the-source","/pt-br/topics/devops/reduce-devops-costs","/pt-br/topics/devops/what-is-developer-experience","/pt-br/topics/version-control","/pt-br/topics/devsecops/what-is-fuzz-testing","/pt-br/topics/gitops/infrastructure-as-code","/ja-jp/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/ja-jp/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/ja-jp/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/ja-jp/the-source/security/key-security-trends-for-cisos-in-2025","/pt-br/topics/version-control/what-is-git-workflow","/pt-br/the-source/authors/ncregan","/pt-br/the-source/authors/dave-steer","/pt-br/the-source/authors/haim-snir","/de-de/blog/authors/chandler-gibbons","/de-de/blog/authors/david-oregan","/de-de/blog/authors/alana-bellucci","/de-de/blog/authors/fatima-sarah-khalid","/de-de/blog/authors/hakeem-abdul-razak","/de-de/blog/authors/beatriz-barbosa","/de-de/blog/authors/joe-randazzo","/fr-fr/blog/authors/ashley-kramer","/fr-fr/blog/authors/carl-myers","/fr-fr/blog/authors/darwin-sanoy","/de-de/blog/authors/manav-khurana","/de-de/blog/authors/melissa-ushakov","/de-de/blog/authors/patrick-steinhardt","/de-de/blog/authors/rutvik-shah","/fr-fr/blog/authors/dov-hershkovitch","/de-de/blog/authors/sarah-german","/de-de/blog/authors/tim-zallmann","/fr-fr/blog/authors/gitlab-france-team","/fr-fr/blog/authors/ivan-nemytchenko","/fr-fr/blog/authors/karthik-nayak","/fr-fr/blog/authors/martin-brmmer","/fr-fr/blog/authors/mike-vanbuskirk","/de-de/blog/authors/victor-wu","/fr-fr/blog/authors/samer-akkoub","/fr-fr/blog/authors/suzanne-selhorn","/ja-jp/pricing","/fr-fr/blog/authors/veethika-mishra","/ja-jp/blog/authors/ashley-kramer","/ja-jp/blog/authors/carl-myers","/fr-fr/blog/authors/ricardo-amarilla-villalba","/ja-jp/blog/authors/manav-khurana","/ja-jp/blog/authors/david-desanto-chief-product-officer-gitlab","/ja-jp/blog/authors/itzik-gan-baruch","/ja-jp/blog/authors/fernando-diaz","/pt-br/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/ja-jp/blog/authors/susie-bitters","/ja-jp/blog/authors/olivier-dupr","/ja-jp/blog/authors/sam-morris","/pt-br/the-source/ai/velocity-with-guardrails-ai-automation","/pt-br/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer","/pt-br/the-source/platform/why-your-development-team-should-plan-small-to-deliver-big","/ja-jp/blog/authors/victor-wu","/pt-br/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security"]}