{"id":"2328ca08-ca72-47c1-9ad4-2207fb0a3056","timestamp":1760469584860,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/customers/deutsche-telekom","/de-de/customers/ally","/de-de/customers/remote","/de-de/get-started","/de-de/analysts","/de-de/pricing/feature-comparison","/de-de/forrester-wave-devops-platform","/de-de/blog/devsecops-shift-left-guide","/de-de/blog/automating-with-gitlab-duo-part-1-generating-tests","/de-de/blog/speed-up-code-reviews-let-ai-handle-the-feedback-implementation","/de-de/blog/definition-what-is-kubernetes","/de-de/blog/gitlab-flow-duo","/de-de/blog/what-is-docker","/de-de/blog/gitlab-duo-agent-platform-what-is-next-for-intelligent-devsecops","/de-de/blog/how-to-keep-up-with-ci-cd-best-practices","/de-de/blog/getting-started-with-gitlab-working-with-ci-cd-variables","/de-de/blog/tutorial-automated-release-and-release-notes-with-gitlab","/de-de/blog/inside-gitlabs-healthy-backlog-initiative","/de-de/blog/refactor-code-into-modern-languages-with-ai-powered-gitlab-duo","/de-de/blog/how-gitlab-duo-agent-platform-transforms-dataops","/de-de/blog/learn-advanced-rust-programming-with-a-little-help-from-ai-code-suggestions","/de-de/blog/accelerate-code-reviews-with-gitlab-duo-and-amazon-q","/de-de/blog/using-child-pipelines-to-continuously-deploy-to-five-environments","/de-de/blog/fine-grained-job-tokens-ga","/de-de/blog/what-s-new-in-git-2-51-0","/de-de/blog/gitlab-ultimate-for-ibm-z-modern-devsecops-for-mainframes","/de-de/blog/why-financial-services-choose-single-tenant-saas","/de-de/install","/de-de/blog/categories/agile-planning","/de-de/blog/categories/open-source","/de-de/partners/technology-partners","/de-de/professional-services","/blog/4-ways-to-accelerate-embedded-development-with-gitlab","/blog/5-things-to-know-from-our-linkedin-live-security-deep-dive","/de-de/stages-devops-lifecycle/verify","/blog/16-ways-to-get-the-most-out-of-software-documentation","/blog/7-git-personalities","/de-de/stages-devops-lifecycle/create","/blog/3-best-practices-for-building-software-in-the-era-of-llms","/de-de/devsecops","/blog/a-beginners-guide-to-continuous-integration","/blog/a-developers-guide-to-building-an-ai-security-governance-framework","/de-de/topics/version-control","/blog/a-single-codebase-for-gitlab-community-and-enterprise-edition","/blog/accelerate-cloud-adoption-with-gitlabs-open-source-partnership-with-google-cloud","/de-de/solutions/continuous-software-compliance","/blog/action-needed-in-response-to-cve2021-22205","/blog/agile-pairing-sessions","/blog/advanced-search-data-migrations","/de-de/topics/devsecops/what-is-fuzz-testing","/de-de/topics/gitops/infrastructure-as-code","/de-de/topics/ci-cd/choose-continuous-integration-tool","/de-de/topics/devops/what-is-developer-experience","/de-de/topics/devops/ai-for-coding","/de-de/topics/ci-cd/implement-continuous-integration","/blog/ajxchapman-ask-a-hacker","/de-de/solutions/aerospace","/de-de/topics/devops/reduce-devops-costs","/de-de/topics/version-control/what-is-git-workflow","/blog/amazon-linux-2-support-and-distro-specific-packages","/blog/announcing-git-lfs-support-in-gitlab","/blog/application-modernization-best-practices","/blog/arm-open-source-makes-a-seamless-migration-to-gitlab","/blog/athlinks-cuts-runtime-in-half-with-giltab","/de-de/solutions/open-source","/beginners-guide-to-devops","/de-de/solutions/startups/google-cloud","/de-de/customers","/blog/authors/dmitriy-zaporozhets","/blog/authors/abdulkader-benchi","/blog/authors/anthony-davanzo","/blog/authors/alex-groleau","/blog/authors/allison-whilden","/blog/authors/andrew-thomas","/blog/authors/andrea-borga","/blog/authors/bradley-lee","/blog/authors/ashley-mcalpin","/blog/authors/balasankar-balu-c","/blog/authors/bert-van-eyck","/blog/authors/brian-glanz","/blog/authors/charl-de-wit","/blog/authors/camellia-yang","/blog/authors/christian-nnachi","/blog/authors/chris-micek","/blog/authors/daniel-berman","/blog/authors/costel-maxim","/blog/authors/darren-murph","/blog/authors/cindy-blake","/blog/authors/david-smith","/blog/authors/devin-sylva","/blog/authors/dylan-griffith","/blog/authors/emily-bauman","/blog/authors/fabian-zimmer","/blog/authors/filipa-lacerda","/blog/authors/ernst-van-nierop","/blog/authors/eric-rubin","/blog/authors/gabriel-mazetto","/blog/authors/gitlab-germany-team","/blog/authors/grant-hickman","/blog/authors/guest-author-andr-miranda","/blog/authors/hannah-sutor","/blog/authors/igor-wiedler","/blog/authors/jake-foster","/blog/authors/jacie-bandur","/blog/authors/hiroki-suezawa","/blog/authors/jan-provaznik","/blog/authors/jeff-tucker","/blog/authors/john-jeremiah","/blog/authors/jason-yavorska","/blog/authors/jessica-hurwitz","/blog/authors/joern-schneeweisz","/blog/authors/jordi-mon","/blog/authors/josh-zimmerman","/blog/authors/julie-byrne","/de-de/solutions/gitlab-duo-pro/sales","/blog/authors/kenny-johnston","/blog/authors/karen-caras","/blog/authors/kurt-dusek","/blog/authors/lasse-schuirmann","/blog/authors/lyle-kozloff","/blog/authors/marc-shaw","/blog/authors/lee-tickett","/blog/authors/mark-art","/blog/authors/mathias-ewald","/blog/authors/mayra-cabrera","/blog/authors/michael-henriksen","/blog/authors/mike-flouton","/blog/authors/matt-wilson","/blog/authors/nico-meisenzahl","/blog/authors/nupur-sharma","/blog/authors/orit-golowinski","/blog/authors/pedro-fortuna","/blog/authors/pj-metz","/blog/authors/nate-rosandich","/blog/authors/patrick-steinhardt","/blog/authors/rahul-bhargava-cto-evolphin","/blog/authors/regnard-raquedan","/blog/authors/robert-williams","/blog/authors/roy-taragan","/blog/authors/sameer-kamani","/blog/authors/salman-ladha","/blog/authors/sarah-daily","/blog/authors/sasha-bannister","/blog/authors/shinya-maeda","/blog/authors/stan-hu","/blog/authors/tanuja-jayarama-raju","/blog/authors/steve-ropa","/blog/authors/sean-packham","/blog/authors/tomas-vik","/blog/authors/tim-davis","/blog/authors/tye-davis","/blog/authors/vicky-steeves","/blog/authors/vlad-budica","/blog/authors/yevgeny-pats","/blog/automate-tedious-coding-tasks-with-gitlab-duo-workflow","/blog/automating-role-based-access-control-rbac-at-scale","/blog/avoiding-burnout-as-product-designers","/blog/aws-pre-event-post","/blog/beautifying-our-ui-enhancing-gitlabs-deployment-experience","/blog/being-a-good-open-source-steward","/blog/best-practices-remote-engineering","/blog/biggest-obstacles-to-getting-work-done","/blog/buffer-and-gitlab-ceos-talk-transparency","/blog/building-a-more-inclusive-and-welcoming-open-source-community-on-gitlab","/blog/building-gitlab-with-gitlab-a-multi-region-service-to-deliver-ai-features","/blog/built-in-ci-cd-version-control-secret","/blog/cd-automated-integrated","/blog/cascading-merge-requests-with-gitlab-flow","/blog/changes-to-the-preclonescript","/blog/ceo-shadow-takeaways-from-barker","/blog/ci-cd-changing-roles","/blog/ci-minutes-for-free-users","/blog/cognitive-logic-talks-migrating-to-gitlab","/blog/cloudhealth-and-gitlab-reducing-overruns","/blog/comment-on-commits-feature-tutorial","/blog/compose-readers-and-writers-in-golang-applications","/blog/contributor-post-siemens","/blog/configuring-your-cluster-with-kubernetes-integration","/blog/contribute-wrap-up","/blog/continuous-delivery-of-a-spring-boot-application-with-gitlab-ci-and-kubernetes","/blog/create-vision","/blog/crucial-conversations","/blog/dag-manual-fix","/blog/debug-web-apps-quickly-within-gitlab","/blog/demo-mastering-code-review-with-gitlab","/blog/deploy-shopify-themes-with-gitlab","/blog/detect-application-vulnerabilities-with-gitlabs-browser-based-dast","/blog/developing-a-successful-devops-strategy","/blog/devops-predictions-gitlab-experts-weigh-in-on-ai-security-remote-work-and-more","/blog/devops-adoption","/blog/distributed-version-control","/blog/e-factor-productivity","/blog/email-opt-in-policy-announcement","/blog/donations","/blog/efficient-pipelines","/blog/engineering-director-shadow","/blog/enhancing-gitlab-with-improved-data-filtering-and-visualizations","/blog/everyone-who-has-contributed","/blog/devsecops-platforms-help-smbs-scale-as-they-grow","/blog/explaining-gitlab-bugs","/blog/farewell-google-code-hello-gitlab-dot-com","/blog/feature-highlight-approve-merge-request","/blog/feature-highlight-push-to-remote-repository","/blog/fine-grained-job-tokens-ga","/blog/five-great-phabricator-features-inspired-gitlab","/blog/five-ways-to-scale-remote-work","/blog/fundraising-tips-ceo","/blog/free-trial-gitlab-gold","/de-de/the-source/authors/dave-steer","/de-de/the-source/authors/haim-snir","/de-de/the-source/authors/ncregan","/blog/get-ready-for-commit","/blog/fuzzit-acquisition-journey","/blog/git-performance-on-nfs","/blog/get-to-know-the-gitlab-wiki-for-effective-knowledge-management","/blog/getting-started-with-gitlab-development-kit","/blog/git-command-line-on-windows-with-git-bash","/blog/git-wars-switching-to-gitlab","/blog/gitlab-achieves-iso-iec-42001-certification-for-ai-governance","/blog/gitlab-15-the-retrospective","/blog/gitlab-and-oracle-partner-for-a-cloud-native-approach-to-modern-application-development","/blog/gitlab-announces-4m-series-a-funding-from-khosla-ventures","/blog/gitlab-auto-devops-in-action","/blog/gitlab-advanced-sast-is-now-generally-available","/blog/gitlab-com-and-logjam","/blog/gitlab-ci-cd-with-firebase","/blog/gitlab-commit-cfp-closing-soon","/blog/gitlab-contributor-days","/blog/gitlab-dot-com-database-incident","/blog/gitlab-duo-amazon-q-transform-ideas-into-code-in-minutes","/blog/gitlab-fan-profile","/blog/gitlab-education-virtual-meetup","/blog/gitlab-duo-enterprise-is-now-available","/blog/gitlab-for-designers","/blog/gitlab-google-cloud-integrations-now-in-public-beta","/blog/gitlab-heroes-unmasked-elevating-my-company-using-gitlab","/blog/gitlab-inc-takes-the-devops-platform-public","/blog/gitlab-is-now-a-member-of-the-owasp-foundation","/blog/gitlab-issue-bash-december-2017","/blog/gitlab-master-plan","/blog/gitlab-leader-forrester-wave-integrated-software-delivery-platforms","/blog/gitlab-joins-cd-foundation","/blog/gitlab-named-a-leader-in-the-2024-gartner-magic-quadrant-for-devops","/blog/gitlab-news","/blog/gitlab-premium-with-duo","/blog/gitlab-open-strategy","/blog/gitlab-pages-get-started","/blog/gitlab-reinstates-list-of-servers-that-have-malware","/blog/gitlab-strong-performer-vsm","/blog/gitlab-runner-update-required-to-use-auto-devops-and-sast","/blog/gitlab-support-to-require-sign-in-to-create-support-tickets","/blog/gitlab-tls-support-discontinue-update","/blog/gitlab-trello-power-up-launch","/blog/gitlab-updates-its-cookie-management-tool","/blog/gitlab-vue-one-year-later","/blog/gitlabs-newest-continuous-compliance-features-bolster-software","/blog/gitlabs-2021-survey-uncovers-a-new-devops-maturity-model","/blog/gitops-with-gitlab-manage-the-agent","/blog/giving-receiving-feedback","/blog/go-tools-and-gitlab-how-to-do-continuous-integration-like-a-boss","/blog/google-next-2018-security-track-recap","/blog/group-runner-registration-token-vulnerability","/blog/have-devops-jobs-to-fill-try-these-3-strategies-to-hire-and-retain","/blog/high-efficiency-innovation","/blog/how-a-fix-in-go-19-sped-up-our-gitaly-service-by-30x","/blog/how-devsecops-drives-business-success","/blog/how-gitlab-can-help-you-secure-your-cloud-native-applications","/blog/how-gitlab-helps-meet-nis2-requirements","/blog/how-grammatech-and-gitlab-enables-better-devsecops","/blog/how-gitlab-supports-the-nsa-and-cisa-cicd-security-guidance","/blog/how-is-team-member-1-doing","/blog/how-the-security-culture-committee-is-strengthening-gitlab-values","/blog/how-start-ospo-ten-minutes-using-gitlab","/blog/how-to-build-a-more-productive-remote-team","/blog/how-to-continously-test-web-apps-apis-with-hurl-and-gitlab-ci-cd","/blog/how-to-automate-software-delivery-using-quarkus-and-gitlab","/blog/how-to-explain-gitlab-to-anyone","/blog/how-to-improve-communication-remote-designer","/blog/how-to-leverage-gitlab-duo-for-enhanced-security-reporting","/blog/how-to-play-gitlab-ctf-at-home","/blog/how-to-secure-cloud-run-deployment-with-auto-devops","/blog/how-to-translate-bamboo-agent-capabilities-to-gitlab-runner-tags","/blog/how-visualization-improves-the-gitlab-merge-train-experience","/blog/how-to-start-a-great-oss-project","/blog/how-we-migrated-our-markdown-processing-to-commonmark","/blog/how-we-built-gitlab-geo","/blog/how-we-scaled-our-summits","/blog/how-we-use-gitlab-to-grow-open-source-communities","/blog/how-were-improving-self-managed-billing","/blog/illustrations-and-icons-on-gitlab-com","/blog/improve-your-gitlab-productivity-with-these-10-tips","/blog/installing-gitlab-on-raspberry-pi-64-bit-os","/blog/incident-management-with-gitlab","/blog/interesting-things-ux-is-working-on-february-2021","/blog/introducing-ci-cd-steps-a-programming-language-for-devsecops-automation","/blog/introducing-gitlab-serverless","/blog/introducing-review-apps","/blog/introducing-the-source-insights-for-the-future-of-software-development","/blog/issue-boards-anniversary","/blog/join-our-december-issue-bash","/blog/its-time-to-put-the-sec-in-devsecops","/blog/just-commit-launch","/blog/key-organizational-models-for-devops-teams","/de-de/the-source/ai/velocity-with-guardrails-ai-automation","/de-de/the-source/platform/why-your-development-team-should-plan-small-to-deliver-big","/de-de/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security","/blog/kubecon-na-2019-are-you-about-to-break-prod","/blog/learn-python-with-pj-part-3","/de-de/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/de-de/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer","/blog/less-headaches","/blog/low-code-no-code","/blog/inside-gitlabs-healthy-backlog-initiative","/blog/little-things-make-a-difference","/blog/manager-training","/blog/making-gitlab-faster","/blog/kubernetes-the-container-orchestration-solution","/blog/marcel-amirault-contributor-post","/blog/measuring-ai-roi-at-scale-a-practical-guide-to-gitlab-duo-analytics","/blog/merge-trains-explained","/blog/meet-the-2023-gitlab-partner-of-the-year-award-winners","/blog/minor-breaking-change-dependency-proxy","/blog/migrating-from-bamboo-to-gitlab-cicd","/blog/more-granular-product-usage-insights-for-gitlab-self-managed-and-dedicated","/blog/modernize-your-ci-cd","/blog/new-features-to-core","/blog/moving-workflows-to-gitlab-the-case-of-the-hipaa-audit-protocol","/blog/navigating-the-ai-frontier-lessons-from-the-cutting-edge","/blog/notice-for-gitkraken-users-with-gitlab","/blog/new-to-devops-take-our-devops-for-beginners-quiz","/blog/old-runners-stop-working","/blog/open-core-is-worse-than-plugins","/blog/operating-as-gitlab-inc","/blog/oscon-and-gitlab-training-in-may","/blog/partial-clone-for-massive-repositories","/blog/personal-profile","/blog/overhauling-the-navigation-is-like-building-a-dream-home","/blog/pipelines-as-code","/blog/prevent-crypto-mining-abuse","/blog/public-project-minute-limits","/blog/posting-to-your-gitlab-pages-blog-from-ios","/blog/production-grade-infra-devsecops-with-five-minute-production","/blog/pyb-all-remote-mark-frein","/blog/quick-start-guide-for-gitlab-workspaces","/blog/q4-hackathon-recap","/blog/rate-limitations-announced-for-projects-groups-and-users-apis","/blog/reduce-cycle-time-digital-transformation","/blog/refactoring-a-ci-cd-template-to-a-ci-cd-component","/blog/remote-work-done-right","/blog/remote-board-meeting","/blog/responding-to-ghost","/blog/rust-programming-language","/blog/security-incident-runner-registration-token","/blog/second-law-of-complexity-dynamics","/blog/secure-gitlab-pages-with-startssl","/blog/securing-the-container-host-with-falco","/blog/semyon-pupkov-contributor-post","/blog/setting-up-gitlab-pages-with-cloudflare-certificates","/blog/shopping-for-an-admin-account","/blog/six-reasons-cisco-learning-and-certifications-adopted-gitlab","/blog/software-supply-chain-security-guide-why-organizations-struggle","/blog/speed-meets-governance-model-selection-comes-to-gitlab-duo","/blog/stop-waiting-for-your-ci-server-by-making-them-3x-faster","/blog/sre-shadow","/blog/stageless-pipelines","/blog/students-now-free","/blog/supporting-ruby-together","/blog/teams-gitpod-integration-gitlab-speed-up-development","/blog/the-continued-support-of-fluxcd-at-gitlab","/blog/the-2023-bug-bounty-year-in-review","/blog/the-gitlab-guide-to-modern-software-testing","/blog/the-many-routes-to-a-tech-career","/blog/the-software-testing-life-cycle-in-2021-a-more-upbeat-outlook","/blog/the-ultimate-guide-to-software-supply-chain-security","/blog/threat-modeling-kubernetes-agent","/blog/three-things-you-might-not-know-about-gitlab-security","/blog/tips-to-configure-browser-based-dast-scans","/blog/top-5-compliance-features-to-leverage-in-gitlab","/blog/top-tips-for-better-bug-bounty-reports-and-a-hacker-contest","/blog/tuto-mac-m1-gitlab-ci","/blog/tutorial-secure-bigquery-data-publishing-with-gitlab","/blog/translating-gitlab","/blog/u-s-navy-black-pearl-lessons-in-championing-devsecops","/blog/understanding-kubernestes-rbac","/blog/unveiling-gitlabs-new-navigation","/blog/updates-to-de-identifying-service-usage-data","/blog/use-gitlab-ai-features-out-of-the-box-in-a-gitlab-workspace","/blog/use-waypoint-to-deploy-with-gitlab-cicd","/blog/using-gitlab-web-ide-gitlab-ci-cd","/blog/vcc-with-a-single-app","/blog/ways-to-encourage-collaboration","/blog/video-tutorial-idea-to-production-on-google-container-engine-gke","/blog/vulnerability-risk-prioritization-made-simple-with-gitlab","/blog/welcome-kde","/blog/what-its-like-to-intern-in-gitlab-security","/blog/what-founders-ask-founders-about-getting-into-yc","/blog/what-the-solarwinds-attack-can-teach-us-about-devsecops","/blog/whats-in-your-backpack","/blog/why-ai-in-devops-is-here-to-stay","/blog/why-gitlab-ci-cd","/blog/why-collaboration-tools-matter","/blog/whats-next-for-gitlab-ci","/blog/why-security-champions","/blog/why-we-chose-vue","/blog/why-i-am-excited-about-gitlab-commit","/blog/why-were-sticking-with-ruby-on-rails","/blog/working-for-gitlab-a-support-engineers-perspective","/blog/you-asked-and-our-red-team-answered","/blog/wrapping-text","/blog/zero-trust-at-gitlab-where-do-we-go-from-here","/customers/bitpanda","/customers/dublin-city-university","/customers/cook-county","/customers/alteryx","/customers/fullsave","/customers/lely","/customers/paessler-prtg","/customers/signicat","/customers/trek10","/customers/weave","/customers","/partners/technology-partners","/company/contact","/compliance/pci-compliance","/press/releases/2022-06-06-gitlab-reports-first-quarter-fiscal-year-2023-financial-results","/press/releases/2021-02-04-soc2-and-3-certifications","/press/releases/2022-10-25-gitlab-security-governance-solution-secure-software-supply-chain","/press/releases/2016-11-09-gitlab-adds-almtoolbox-to-global-partnership-program","/press/releases/2021-06-02-gitlab-acquires-unreview-machine-learning-capabilities","/press/releases/2021-09-07-gitlab-appoints-sunny-bedi-to-bod","/press/releases/2021-12-15-gitlab-inc-successfully-achieves-iso-iec-27001-2013-certification","/press/releases/2019-09-11-gitlab-named-leader-in-forbes-cloud-100-list","/press/releases/2019-04-16-gitlab-unleashes-the-power-of-kubernetes-in-the-developer-workflow","/press/releases/2017-09-27-forrester-press-release","/press/releases/2018-04-16-telstra-invests-in-gitlab","/press/releases/2020-05-11-gitlab-positioned-niche-players-quadrant-2020-gartner-magic-quadrant-application-security-testing","/press/releases/2020-01-14-gitlab-appoints-vp-global-channels-and-chief-legal-officer","/press/releases/2020-08-26-ubs-gitlab-collaborate-to-bring-software-development-to-next-level","/press/releases/2023-01-26-gitlab-expands-security-certification-report-portfolio","/get-started/continuous-integration","/press/releases/2023-05-22-gitlab-16-announces-ai-powered-devsecops-platform","/press/releases/2023-08-29-gitlab-wins-a-google-cloud-technology-partner-of-the-year-award","/press/releases/2023-12-04-gitlab-reports-third-quarter-fiscal-year-2024-financial-results","/press/releases/2024-04-18-gitlab-announces-gitlab-duo-chat-general-availability","/press/releases/2025-06-10-gitlab-reports-first-quarter-fiscal-year-2026-financial-results","/press/releases/2024-08-22-gitlab-announces-the-general-availability-of-gitlab-duo-enterprise","/press/releases/2025-02-19-gitlab-to-present-at-the-morgan-stanley-technology-media-telecom-conference","/press/releases/2025-09-03-gitlab-reports-second-quarter-fiscal-year-2026-financial-results","/press/releases/gitlab-to-announce-third-quarter-fiscal-2025-results","/stages-devops-lifecycle/configure","/faster-together","/stages-devops-lifecycle/secure","/gitlab-technical-demo-series","/support/managing-support-contacts","/solutions/source-code-management","/solutions/jenkins","/solutions/finance","/software-innovation-report/finserv","/pricing/ultimate","/events/aws-reinvent","/move-to-gitlab-from-atlassian","/solutions/platform-engineering","/topics/agile-delivery","/topics/ci-cd/continuous-integration-best-practices","/developer-survey","/sales","/topics/cloud-native","/topics/devops/value-stream-mapping","/topics/devops/devops-test-automation","/topics/devsecops","/topics/gitops/gitops-gitlab-collaboration","/topics/ops","/update","/topics/version-control/what-are-best-code-review-tools-features","/solutions/code-suggestions","/teamops","/es/customers/moneyfarm","/es/customers/connect-i","/es/customers/goldman-sachs","/es/contact-sales","/es/developer-experience","/the-source/authors/gitlab","/the-source/authors/stephen-walters","/the-source/authors/julie-griffin","/the-source/authors/bryan-ross","/es/solutions/jira","/es/pricing/faq-compute-minutes","/es/solutions/automotive","/es/free-trial","/es/getting-started-videos","/the-source/security/whitepaper-taking-the-complexity-out-of-compliance-frameworks","/the-source/platform/building-a-resilient-software-development-practice","/the-source/ai/ai-guide-for-enterprise-leaders-building-the-right-approach","/the-source/platform/the-ultimate-playbook-for-high-performing-devsecops-teams","/es/stages-devops-lifecycle/package","/es/solutions/education","/es/partners","/es/security","/es/pricing/premium","/es/solutions/public-sector","/es/solutions/value-stream-management/dora","/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/devsecops","/pricing","/es/topics/devops/value-stream-mapping","/es/topics/serverless","/es/topics/gitops/gitops-gitlab-collaboration","/es/topics/version-control/what-are-gitlab-flow-best-practices","/the-source/security","/fr-fr/blog/beginner-guide-python-programming","/fr-fr/blog/4-must-know-devops-principles","/fr-fr/blog/developing-gitlab-duo-blending-ai-and-root-cause-analysis-to-fix-ci-cd","/the-source/ai/dora-insights-where-is-ai-really-driving-developer-productivity","/the-source/ai/velocity-with-guardrails-ai-automation","/the-source/platform/how-devops-and-platform-engineering-turbocharge-efficiency","/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/the-source/security/federal-cybersecurity-in-2025-looking-ahead","/the-source/ai/three-challenges-impacting-your-teams-ai-productivity-gains","/es/value-stream-workshop","/fr-fr/blog/enhance-application-security-with-gitlab-hackerone","/fr-fr/blog/getting-started-with-gitlab-how-to-manage-users","/fr-fr/blog/gitlab-duo-self-hosted-models-on-aws-bedrock","/es/the-source/authors/josh-lemos","/es/the-source/authors/erika-feldman","/es/the-source/authors/ayoub-fandi","/fr-fr/blog/gitlab-achieves-iso-iec-42001-certification-for-ai-governance","/fr-fr/blog/gitlab-named-a-leader-in-the-2025-gartner-magic-quadrant-for-ai-code-assistants","/fr-fr/blog/how-to-deploy-react-to-amazon-s3","/fr-fr/blog/how-we-decreased-gitlab-repo-backup-times-from-48-hours-to-41-minutes","/fr-fr/blog/greater-ai-choice-in-gitlab-duo-claude-sonnet-4-5-arrives","/fr-fr/blog/jenkins-to-gitlab-migration-made-easy","/es/the-source/authors/sharon-gaudin","/fr-fr/blog/measuring-ai-roi-at-scale-a-practical-guide-to-gitlab-duo-analytics","/fr-fr/blog/refactor-code-into-modern-languages-with-ai-powered-gitlab-duo","/fr-fr/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/fr-fr/blog/using-ansible-and-gitlab-as-infrastructure-for-code","/fr-fr/blog/tutorial-automated-release-and-release-notes-with-gitlab","/fr-fr/blog/whats-new-in-git-2-46-0","/fr-fr/ebook-beginners-guide-ai","/fr-fr/free-trial","/fr-fr/customers/thales","/fr-fr/getting-started-videos","/fr-fr/customers/caci","/fr-fr/blog/what-is-git","/fr-fr/customers/fullsave","/fr-fr/customers/lockheed-martin","/fr-fr/partners/benefits","/fr-fr/sales","/fr-fr/pricing/licensing-faq/cloud-licensing","/fr-fr/stages-devops-lifecycle","/fr-fr/solutions/analytics-and-insights","/fr-fr/topics/agentic-ai","/fr-fr/solutions/supply-chain","/fr-fr/topics/ci-cd/continuous-integration-agile","/fr-fr/topics/ci-cd/shift-left-devops","/fr-fr/solutions/open-source/join","/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/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/es/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/fr-fr/topics/devops/devops-beginner-resources","/fr-fr/topics/devops/use-devops-platform-to-avoid-devops-tax","/fr-fr/topics/ops","/fr-fr/topics/devsecops/devsecops-security-checklist","/fr-fr/update","/fr-fr/topics/gitops/gitops-best-practices","/fr-fr/topics/version-control/what-are-best-code-review-tools-features","/fr-fr/calculator","/fr-fr/solutions/delivery-automation","/it-it/gartner-magic-quadrant","/it-it/devsecops","/it-it/customers/airbus","/it-it/customers/conversica","/it-it/customers/hackerone","/it-it/customers/nebulaworks","/it-it/pricing/faq-improved-billing-and-subscription-management","/fr-fr/the-source/authors/sandra-gittlen","/fr-fr/the-source/authors/andrew-haschka","/fr-fr/platform","/fr-fr/the-source/authors/emilio-salvador","/fr-fr/the-source/authors/joel-krooswyk","/it-it/solutions/slack","/it-it/solutions/code-suggestions","/it-it/solutions/education/join","/it-it/stages-devops-lifecycle/plan","/fr-fr/solutions","/it-it/solutions/kubernetes","/it-it/solutions/value-stream-management","/it-it/topics/agile-delivery/agile-ppm","/it-it/topics/ci-cd/continuous-integration-continuous-delivery-work-together","/it-it/topics/continuous-delivery","/it-it/partners/technology-partners/aws","/it-it/topics/devops/devops-tools-explained","/it-it/services","/it-it/pricing/premium/why-upgrade","/fr-fr/blog/categories/company","/it-it/topics/devops/what-is-a-devops-engineer","/fr-fr/blog/categories/security","/it-it/topics/single-application","/it-it/topics/devsecops/sast-vs-dast","/it-it/topics/gitops/gitops-multicloud-deployments-gitlab","/it-it/topics/version-control/what-is-centralized-version-control-system","/fr-fr/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/fr-fr/the-source/platform/from-toolchain-chaos-to-business-roi-a-5-step-roadmap","/fr-fr/the-source/ai/how-ai-helps-devsecops-teams-improve-productivity","/fr-fr/the-source/security/how-gitlab-can-help-you-prepare-for-your-soc-2-exam","/ja-jp/blog/event-report-japan-it-week-autumn","/it-it/gitlab-duo/agent-platform","/fr-fr/blog/archive","/ja-jp/blog/best-practices-to-set-up-organizational-hierarchies-that-scale","/ja-jp/blog/getting-started-with-gitlab-how-to-manage-users","/ja-jp/blog/developing-gitlab-duo-a-roundup-of-recent-chat-enhancements","/ja-jp/blog/celebrating-gits-20th-anniversary-with-creator-linus-torvalds","/ja-jp/blog/ensuring-compliance","/ja-jp/blog/agentic-ai-guides-and-resources","/it-it/why-gitlab","/ja-jp/blog/gitlab-17-11-release","/ja-jp/blog/gitlab-17-9-release","/ja-jp/blog/gitlab-named-a-leader-in-the-2025-gartner-magic-quadrant-for-ai-code-assistants","/ja-jp/blog/how-to-use-gitlabs-custom-compliance-frameworks-in-your-devsecops","/it-it/the-source/authors/stephen-walters","/ja-jp/blog/gitlab-achieves-iso-iec-42001-certification-for-ai-governance","/ja-jp/blog/gitlab-duo-with-amazon-q-agentic-ai-optimized-for-aws","/it-it/the-source/authors/george-kichukov","/ja-jp/blog/journey-through-gits-20-year-history","/ja-jp/blog/monday-merge-2025-july-14","/ja-jp/blog/how-gitlab-agile-planning-improves-collaborative-project-management","/it-it/the-source/authors/julie-griffin","/ja-jp/blog/partner-networld","/it-it/the-source/authors/brian-wald","/ja-jp/blog/southwest-looking-to-help-developers-take-flight","/ja-jp/blog/vibe-coding-with-gitlab-duo-agent-platform-issue-to-mr-flow","/ja-jp/blog/tutorial-automated-release-and-release-notes-with-gitlab","/ja-jp/blog/whats-new-in-git-2-46-0","/ja-jp/blog/what-is-platform-engineering","/ja-jp/blog/what-is-docker","/ja-jp/customers/carfax","/ja-jp/customers/siemens","/ja-jp/customers/dunelm","/ja-jp/customers/intuitive-machines","/ja-jp/partners/benefits","/ja-jp/get-started/small-business","/ja-jp/platform","/ja-jp/solutions/continuous-software-compliance","/ja-jp/pricing/licensing-faq/cloud-licensing","/ja-jp/solutions/gitlab-duo-pro/sales","/ja-jp/solutions/aerospace","/ja-jp/solutions/startups/google-cloud","/ja-jp/stages-devops-lifecycle/create","/ja-jp/stages-devops-lifecycle/verify","/it-it/the-source/platform","/ja-jp/company/preference-center","/ja-jp/solutions/nonprofit/partners","/ja-jp/topics/devops/ai-for-coding","/ja-jp/topics/ci-cd/choose-continuous-integration-tool","/ja-jp/topics/devops/reduce-devops-costs","/ja-jp/topics/devops/what-is-developer-experience","/ja-jp/topics/devsecops/what-is-fuzz-testing","/ja-jp/topics/gitops/infrastructure-as-code","/ja-jp/topics/ci-cd/implement-continuous-integration","/ja-jp/topics/version-control/what-is-git-workflow","/ja-jp/topics/version-control","/ja-jp/free-trial/devsecops","/pt-br/forrester-wave-devops-platform","/it-it/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/it-it/the-source/security/how-to-strengthen-security-by-applying-devsecops-principles","/pt-br/calculator","/pt-br/get-started","/it-it/the-source/ai/how-to-put-generative-ai-to-work-in-your-devsecops-environment","/pt-br/customers/carfax","/pt-br/customers/fullsave","/pt-br/customers/lockheed-martin","/pt-br/customers/thezebra","/pt-br/partners/technology-partners/redhat","/pt-br/sales","/pt-br/pricing","/pt-br/integrations","/pt-br/solutions/analytics-and-insights","/pt-br/solutions/supply-chain","/pt-br/stages-devops-lifecycle","/pt-br/solutions/open-source/join","/pt-br/solutions","/pt-br/solutions/delivery-automation","/ja-jp/the-source/authors/dave-steer","/pt-br/topics/devops/build-a-devops-team","/pt-br/topics/ci-cd/cloud-native-continuous-integration","/ja-jp/the-source/authors/haim-snir","/ja-jp/the-source/authors/ncregan","/pt-br/topics/ci-cd/pipeline-as-code","/pt-br/topics/devops/the-role-of-ai-in-devops","/pt-br/topics/devsecops/beginners-guide-to-container-security","/pt-br/topics/multicloud","/pt-br/topics/gitops/gitlab-enables-infrastructure-as-code","/pt-br/topics/version-control/version-control-best-practices","/pt-br/topics/version-control/what-is-innersource","/ja-jp/resources","/de-de/blog/authors/benjamin-skierlak","/de-de/blog/authors/alex-mark","/de-de/blog/authors/christian-couder","/de-de/blog/authors/diana-logan","/de-de/blog/authors/james-wormwell","/pt-br/the-source/authors/jlongo","/pt-br/the-source/authors/andre-michael-braun","/pt-br/the-source/authors/sabrina-farmer","/de-de/blog/authors/gitlab-germany-team","/pt-br/the-source/authors/derek-debellis","/ja-jp/blog/categories/customer-stories","/ja-jp/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/ja-jp/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer","/ja-jp/the-source/ai/velocity-with-guardrails-ai-automation","/ja-jp/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security","/ja-jp/the-source/platform/why-your-development-team-should-plan-small-to-deliver-big","/fr-fr/blog/authors/david-desanto-chief-product-officer-gitlab","/fr-fr/blog/authors/chandler-gibbons","/fr-fr/blog/authors/abubakar-siddiq-ango","/fr-fr/blog/authors/haim-snir","/fr-fr/blog/authors/bart-zhang","/de-de/blog/authors/maximilien-belinga","/fr-fr/blog/authors/jeremy-wagner","/fr-fr/blog/authors/maximilien-belinga","/de-de/blog/authors/sacha-guyon","/de-de/blog/authors/sharon-gaudin","/fr-fr/blog/authors/salahddine-aberkan","/fr-fr/blog/authors/fabian-zimmer","/de-de/blog/authors/tobias-gnther","/de-de/blog/authors/lee-tickett","/fr-fr/blog/authors/toon-claes","/fr-fr/blog/authors/lee-tickett","/ja-jp/blog/authors/diana-logan","/ja-jp/blog/authors/benjamin-skierlak","/de-de/blog/authors/patrick-steinhardt","/ja-jp/blog/authors/justin-tobler","/ja-jp/blog/authors/gitlab","/ja-jp/blog/authors/christian-couder","/fr-fr/blog/authors/patrick-steinhardt","/ja-jp/blog/authors/alana-bellucci","/ja-jp/blog/authors/robin-schulman","/fr-fr/blog/authors/stan-hu","/ja-jp/blog/authors/valerie-silverthorne","/ja-jp/blog/authors/mike-flouton","/ja-jp/blog/authors/stan-hu","/ja-jp/diversity-inclusion-belonging","/pt-br/the-source/ai/dora-insights-where-is-ai-really-driving-developer-productivity","/pt-br/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/pt-br/the-source/platform/finops-balancing-financial-responsibility-and-innovation","/pt-br/the-source/security/why-legacy-code-is-a-security-risk-and-how-ai-can-help","/pt-br/the-source/security/enterprise-scale-security-and-compliance-policy-management-in-the-ai-era","/fr-fr/blog/tags/testing","/fr-fr/blog/tags/cloud-native","/fr-fr/blog/tags/gitops","/fr-fr/blog/tags/devops-platform","/de-de/blog/tags/embedded-devops","/fr-fr/blog/tags/performance","/de-de/blog/tags/kubernetes","/fr-fr/blog/tags/agile","/de-de/blog/tags/customers","/de-de/blog/tags/cd","/ja-jp/blog/tags/bug-bounty","/de-de/blog/tags/security","/ja-jp/blog/tags/community","/ja-jp/blog/tags/google","/ja-jp/blog/tags/devsecops","/ja-jp/blog/tags/performance","/ja-jp/blog/tags/testing","/de-de/blog/categories/agile-planning/page/2","/de-de/blog/categories/open-source/page/2","/blog/categories/devsecops","/blog/tags/webcast","/blog/tags/automotive","/blog/tags/devops-platform","/blog/tags/code-review","/blog/tags/financial-services","/blog/tags/product","/blog/tags/inside-gitlab","/fr-fr/blog/categories/security/page/2","/fr-fr/blog/tags/agile/page/2","/ja-jp/blog/tags/community/page/2","/blog/tags/security","/ja-jp/blog/tags/devsecops/page/2","/ja-jp/blog/tags/devsecops/page/5","/ja-jp/blog/tags/devsecops/page/4","/de-de/blog/tags/security/page/2","/ja-jp/blog/tags/devsecops/page/3","/ja-jp/blog/tags/devsecops/page/6","/de-de/blog/tags/security/page/4","/de-de/blog/tags/security/page/3","/blog/categories/devsecops/page/2","/blog/categories/devsecops/page/3","/blog/categories/devsecops/page/4","/blog/categories/devsecops/page/5","/blog/categories/devsecops/page/6","/blog/categories/devsecops/page/7","/blog/categories/devsecops/page/8","/blog/categories/devsecops/page/9","/blog/categories/devsecops/page/11","/blog/tags/webcast/page/2","/blog/categories/devsecops/page/10","/blog/tags/devops-platform/page/2","/blog/categories/devsecops/page/13","/blog/categories/devsecops/page/14","/blog/categories/devsecops/page/12","/blog/tags/code-review/page/4","/blog/categories/devsecops/page/15","/blog/categories/devsecops/page/16","/blog/categories/devsecops/page/17","/blog/categories/devsecops/page/18","/blog/tags/code-review/page/2","/blog/tags/code-review/page/5","/blog/tags/code-review/page/3","/blog/tags/product/page/3","/blog/tags/product/page/4","/blog/tags/product/page/2","/blog/tags/product/page/5","/blog/tags/product/page/6","/blog/tags/product/page/9","/blog/tags/product/page/7","/blog/tags/product/page/8","/blog/tags/product/page/10","/blog/tags/product/page/11","/blog/tags/product/page/12","/blog/tags/product/page/13","/blog/tags/product/page/15","/blog/tags/product/page/14","/blog/tags/product/page/16","/blog/tags/product/page/17","/blog/tags/product/page/18","/blog/tags/product/page/23","/blog/tags/product/page/21","/blog/tags/product/page/20","/blog/tags/product/page/19","/blog/tags/product/page/22","/blog/tags/inside-gitlab/page/4","/blog/tags/inside-gitlab/page/2","/blog/tags/inside-gitlab/page/5","/blog/tags/inside-gitlab/page/6","/blog/tags/inside-gitlab/page/8","/blog/tags/inside-gitlab/page/3","/blog/tags/inside-gitlab/page/7","/blog/tags/inside-gitlab/page/12","/blog/tags/inside-gitlab/page/10","/blog/tags/inside-gitlab/page/9","/blog/tags/inside-gitlab/page/16","/blog/tags/inside-gitlab/page/14","/blog/tags/inside-gitlab/page/11","/blog/tags/inside-gitlab/page/13","/blog/tags/inside-gitlab/page/15","/blog/tags/inside-gitlab/page/17","/blog/tags/inside-gitlab/page/18","/blog/tags/inside-gitlab/page/22","/blog/tags/inside-gitlab/page/21","/blog/tags/inside-gitlab/page/20","/blog/tags/inside-gitlab/page/19","/blog/tags/inside-gitlab/page/23","/blog/tags/inside-gitlab/page/24","/blog/tags/inside-gitlab/page/25","/blog/tags/inside-gitlab/page/26","/blog/tags/inside-gitlab/page/27","/blog/tags/inside-gitlab/page/29","/blog/tags/inside-gitlab/page/28","/blog/tags/inside-gitlab/page/30","/blog/tags/inside-gitlab/page/31","/blog/tags/inside-gitlab/page/33","/blog/tags/inside-gitlab/page/32","/blog/tags/inside-gitlab/page/35","/blog/tags/inside-gitlab/page/37","/blog/tags/inside-gitlab/page/34","/blog/tags/inside-gitlab/page/36","/blog/tags/inside-gitlab/page/38","/blog/tags/security/page/2","/blog/tags/security/page/3","/blog/tags/security/page/4","/blog/tags/security/page/5","/blog/tags/security/page/7","/blog/tags/security/page/6","/blog/tags/security/page/8","/blog/tags/security/page/9","/blog/tags/security/page/10","/blog/tags/security/page/11","/blog/tags/security/page/13","/blog/tags/security/page/12","/blog/tags/security/page/14","/blog/tags/security/page/16","/blog/tags/security/page/15","/blog/tags/security/page/17","/blog/tags/security/page/19","/blog/tags/security/page/18","/blog/tags/security/page/22","/blog/tags/security/page/20","/blog/tags/security/page/21","/blog/tags/security/page/23","/blog/tags/security/page/24","/blog/tags/security/page/25","/blog/tags/security/page/26","/blog/tags/security/page/30","/blog/tags/security/page/31","/blog/tags/security/page/28","/blog/tags/security/page/27","/blog/tags/security/page/29","/blog/tags/security/page/32","/blog/tags/security/page/33","/blog/tags/security/page/34","/blog/tags/security/page/35","/blog/tags/security/page/36","/blog/tags/security/page/37","/blog/tags/security/page/38","/blog/tags/security/page/39","/blog/tags/security/page/40","/blog/tags/security/page/41","/blog/tags/security/page/42","/blog/tags/security/page/44","/blog/tags/security/page/45","/blog/tags/security/page/43","/blog/tags/security/page/46"]}