{"id":"06a2c78f-e5b5-4c5b-bdc8-9167d84791ae","timestamp":1760469586051,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/ebook-beginners-guide-ai","/de-de/customers/fanatics","/de-de/customers/iron-mountain","/de-de/customers/thales","/de-de/customers/caci","/de-de/free-trial","/de-de/blog/scrum-project-management-how-it-works","/de-de/blog/agile-epics-in-gitlab","/de-de/blog/gitlab-named-a-leader-in-2024-gartner-magic-quadrant-for-ai-code-assistants","/de-de/blog/automating-with-gitlab-duo-part-3-validating-testing","/de-de/blog/efficient-devsecops-workflows-hands-on-python-gitlab-api-automation","/de-de/blog/gitlab-uncovers-bittensor-theft-campaign-via-pypi","/de-de/blog/how-gitlab-empowers-translators-with-more-context","/de-de/blog/introducing-the-source-insights-for-the-future-of-software-development","/de-de/blog/gitlab-duo-chat-gets-agentic-ai-makeover","/de-de/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/de-de/blog/how-to-use-gitlabs-custom-compliance-frameworks-in-your-devsecops","/de-de/blog/meet-gitlab-duo-workflow-the-future-of-ai-driven-development","/de-de/blog/we-need-to-talk-no-proxy","/de-de/blog/what-is-git-the-ultimate-guide-to-gits-role-and-functionality","/de-de/blog/ultimate-guide-to-ci-cd-fundamentals-to-advanced-implementation","/de-de/blog/developing-gitlab-duo-a-roundup-of-recent-chat-enhancements","/de-de/blog/five-fast-facts-about-docs-as-code-at-gitlab","/de-de/blog/whats-new-in-git-2-46-0","/de-de/blog/10-best-practices-for-using-ai-powered-gitlab-duo-chat","/de-de/blog/gitlab-13-expanding-ai-orchestration-in-software-engineering","/de-de/pricing/licensing-faq/cloud-licensing","/de-de/getting-started-videos","/de-de/calculator","/de-de/partners/benefits","/de-de/blog/categories/bulletin-board","/de-de/blog/categories/security","/blog/2018-global-developer-report","/blog/1-mil-merge-requests","/blog/3-gitlab-features-to-level-up-devsecops-workflows","/blog/5-code-review-features","/blog/5-ways-collaboration-boosts-productivity-and-your-career","/blog/7-reasons-why-you-should-be-using-ci","/de-de/stages-devops-lifecycle","/blog/a-benchmarking-framework-for-sast","/blog/a-go-micro-language-framework-for-building-dsls","/de-de/solutions/open-source/partners","/blog/actioning-security-vulnerabilities-in-gitlab-premium","/blog/a-special-farewell-from-gitlab-dmitriy-zaporozhets","/blog/accelerate-learning-with-gitlab-duo-agent-platform","/blog/agentic-ai-guides-and-resources","/blog/align-engineering-security-appsec-tests-in-ci","/blog/ai-assisted-code-suggestions","/blog/an-agile-approach-to-documentation-and-structure","/blog/announcing-gitlab-devsecops","/blog/applying-gitlab-labels-automatically","/blog/ask-a-hacker-a-conversation-with-ahacker1","/de-de/topics/multicloud","/blog/atlassian-ending-data-center-as-gitlab-maintains-deployment-choice","/de-de/topics/gitops/gitlab-enables-infrastructure-as-code","/de-de/topics/devsecops/beginners-guide-to-container-security","/de-de/topics/ci-cd/cloud-native-continuous-integration","/de-de/topics/devops/the-role-of-ai-in-devops","/de-de/platform","/de-de/solutions/analytics-and-insights","/de-de/solutions/supply-chain","/de-de/topics/ci-cd/pipeline-as-code","/de-de/topics/devops/build-a-devops-team","/de-de/sales","/de-de/topics/version-control/version-control-best-practices","/de-de/topics/version-control/what-is-innersource","/de-de/solutions/delivery-automation","/blog/authors/amanda-folson","/blog/authors/achilleas-pipinellis","/blog/authors/alex-martin","/blog/authors/andy-rogers","/blog/authors/andrew-chilton","/blog/authors/atlassian-bitbucket-github-gitlab","/blog/authors/charvi-mendiratta","/blog/authors/christie-lenneville","/blog/authors/betsy-church","/blog/authors/brian-rhea","/blog/authors/aricka-flowers","/blog/authors/chris-sterry-dotscience","/blog/authors/clement-ho","/blog/authors/brandon-jung","/blog/authors/daniel-hauenstein","/blog/authors/craig-gomes","/blog/authors/carl-myers","/blog/authors/beatriz-barbosa","/blog/authors/diana-logan","/blog/authors/dave-steer","/blog/authors/davoud-tu","/blog/authors/dominic-couture","/blog/authors/eduardo-bonet","/blog/authors/emily-kyle","/blog/authors/ethan-strike","/blog/authors/erica-huang","/blog/authors/fabio-busatto","/blog/authors/george-kichukov","/blog/authors/forrest-brazeal","/blog/authors/gitlab-security-team","/blog/authors/greg-alfaro","/blog/authors/gustaw-fit-of-zoopla","/blog/authors/isaac-dawson","/blog/authors/jackie-meshell","/blog/authors/huldra","/blog/authors/haydn-mackay","/blog/authors/james-dang","/blog/authors/jannik-lehmann","/blog/authors/jayson-salazar","/blog/authors/jeremy-cooper","/blog/authors/jim-thavisouk","/blog/authors/johanna-ambrosio","/blog/authors/john-skarbek","/blog/authors/jose-finotto","/blog/authors/joshua-lambert","/blog/authors/kevin-morrison","/blog/authors/lin-jen-shin","/blog/authors/julien-andrieux","/blog/authors/katherine-okpara","/blog/authors/kushal-pandya","/blog/authors/lauren-barker","/blog/authors/madou-coulibaly","/blog/authors/marcia-ramos","/blog/authors/mark-lapierre","/blog/authors/matt-coons","/blog/authors/matthew-nearents","/blog/authors/mike-greiling","/blog/authors/mek-stittri","/blog/authors/michael-kozono","/blog/authors/neil-mccorrison","/blog/authors/nikhil-george","/blog/authors/oleksandr-pysaryuk","/blog/authors/owen-williams","/blog/authors/paul-badcock","/blog/authors/phil-hughes","/blog/authors/pranay-bakre","/de-de/solutions","/blog/authors/roger-woo","/blog/authors/raquel-campuzano","/blog/authors/rupert-douglas","/blog/authors/ricardo-amarilla-villalba","/blog/authors/sam-kerr","/blog/authors/samuel-alfageme","/blog/authors/sarah-matthies","/blog/authors/saumya-upadhyaya","/blog/authors/sergey-nuzhdin","/blog/authors/sid-sijbrandij","/blog/authors/steven-zinck","/blog/authors/taylor-mccaslin","/blog/authors/stephanie-garza","/blog/authors/ulrica-de-fort-menares","/blog/authors/tim-rizzi","/blog/authors/toon-claes","/blog/authors/victor-wu","/blog/authors/wayne-haber","/blog/authors/zeger-jan-van-de-weg","/blog/automated-debian-package-build-with-gitlab-ci","/blog/automating-with-gitlab-duo-part-2-complex-testing","/blog/avoiding-foreclosure-on-your-technical-debt","/blog/axosoft-launches-gitkraken-integration-with-gitlab","/blog/benefits-of-transparency-in-compliance","/blog/boring-solutions-faster-iteration","/blog/best-practices-to-set-up-organizational-hierarchies-that-scale","/blog/beginner-git-guide","/blog/building-a-text-adventure-using-cplusplus-and-code-suggestions","/blog/build-a-new-website-in-a-few-easy-steps-with-gitlab-pages","/blog/cd-unified-monitor-deploy","/blog/checkmarx-integration","/blog/building-gitlab-with-gitlab-expanding-our-security-certification-portfolio","/blog/cadence-is-everything-10x-engineering-organizations-for-10x-engineers","/blog/ci-cd-github-extended-again","/blog/cern-contributor-post","/blog/cicd-tunnel-impersonation","/blog/cobol-programmer-shortage","/blog/collaboration-communication-best-practices","/blog/community-update-for-2019","/blog/composition-analysis-group-deprecations","/blog/connecting-gitlab-and-pantheon-streamline-wordpress-drupal-workflows","/blog/continuous-integration-delivery-and-deployment-with-gitlab","/blog/contributions-to-git-2-42-release","/blog/contributor-program-update","/blog/custom-actions-rasa-gitlab-devops","/blog/data-driven-decision-making-with-sourcewarp","/blog/creating-a-threat-model-that-works-for-gitlab","/blog/deep-dive-investigation-of-gitlab-packages","/blog/deprecating-the-cert-based-kubernetes-integration","/blog/demystifying-ci-cd-variables","/blog/developing-gitlab-duo-ai-impact-analytics-dashboard-measures-the-roi-of-ai","/blog/develop-c-unit-testing-with-catch2-junit-and-gitlab-ci","/blog/devops-at-nova-scotia-province","/blog/devops-strategy","/blog/docker-hub-rate-limit-monitoring","/blog/dont-hide-primary-actions","/blog/devsecops-security-standardization","/blog/effective-ci-cd-pipelines","/blog/eks-fargate-runner","/blog/empowering-modelops-and-hpc-workloads-with-gpu-enabled-runners","/blog/engineering-teams-collaborating-remotely","/de-de/the-source/authors/sabrina-farmer","/blog/ensuring-compliance","/blog/exact-code-search-find-code-faster-across-repositories","/blog/extending-code-suggestions","/de-de/the-source/authors/andre-michael-braun","/de-de/the-source/authors/derek-debellis","/de-de/the-source/authors/jlongo","/blog/fast-and-natural-continuous-integration-with-gitlab-ci","/blog/first-code-to-ci-cd-deployments-in-5-minutes","/blog/feature-highlight-create-files-and-directories-from-files-page","/blog/feature-highlight-set-dates-for-issues","/blog/fluentd-using-gitlab-ci-cd","/blog/friends-dont-let-friends-add-options-to-code","/blog/gary-gruver-interview-post","/blog/five-reasons-to-simplify-agile-planning-tool-configuration-gitlab","/blog/get-started-ci-pipeline-templates","/blog/future-direction-gitlab","/blog/getting-started-gitlab-and-shippable","/blog/getting-started-with-gitlab-how-to-manage-users","/blog/git-fetch-performance-2021-part-2","/blog/git-pull-vs-git-fetch-whats-the-difference","/blog/github-enterprise-vs-gitlab-enterprise-edition","/blog/gitlab-18-3-expanding-ai-orchestration-in-software-engineering","/blog/gitlab-achieves-pci-dss-attestation-of-compliance","/blog/gitlab-and-reproducibility","/blog/gitlab-ai-cicd-customization-toolkit","/blog/gitlab-changes-to-cloudflare","/blog/gitlab-arm-aws-graviton2-solution","/blog/gitlab-commit-speaker-announcement","/blog/gitlab-ci-on-google-kubernetes-engine","/blog/gitlab-com-container-registry-cdn-change","/blog/gitlab-dark-mode-is-getting-a-new-look","/blog/gitlab-dot-com-outage-on-2015-05-29","/blog/gitlab-duo-self-hosted-enterprise-ai-built-for-data-privacy","/blog/gitlab-eks-integration-how-to","/blog/gitlab-duo-chat-beta","/blog/gitlab-got-bit-mysql-fails-at-rails-migrations-that-work-in-postgresql","/blog/gitlab-for-project-management-one","/blog/gitlab-iconography-where-mvc-meets-visual-design","/blog/gitlab-first-esg-and-dib-reports","/blog/gitlab-incident-timelines","/blog/gitlab-is-now-available-as-an-aws-codestar-connections-provider","/blog/gitlab-issue-bash-june-2018","/blog/gitlab-joins-msft-tech-accord","/blog/gitlab-licensed-technology-to-new-independent-chinese-company","/blog/gitlab-mental-health-awareness-week-recap","/blog/gitlab-named-a-leader-in-the-2025-gartner-magic-quadrant-for-devops-platforms","/blog/gitlab-now-supports-sha256-repositories","/blog/gitlab-oracle-cloud-arm-based","/blog/gitlab-release-process","/blog/gitlab-pages-update","/blog/gitlab-security-hardening-documentation","/blog/gitlab-product-vision","/blog/gitlab-summit-2015","/blog/gitlab-survey-highlights-wins-challenges-as-orgs-adopt-devsecops","/blog/gitlab-to-deprecate-older-tls","/blog/gitlab-tutorial-its-all-connected","/blog/gitlab-ux-2020-year-in-review","/blog/gitops-as-the-evolution-of-operations","/blog/gitlab-webhooks-get-smarter-with-self-healing-capabilities","/blog/gitlabs-2024-bug-bounty-year-in-review","/blog/gitops-with-gitlab-using-ci-cd","/blog/gke-webcast-recap-post","/blog/google-summer-of-code-2024-contribute-to-gitlab-and-git-to-prepare","/blog/guide-to-ci-cd-pipelines","/blog/going-virtual-with-all-day-devops","/blog/hiring-based-on-open-source-contributions-could-be-harmful","/blog/heres-how-new-programmers-can-learn-by-contributing-to-gitlab","/blog/how-all-remote-supports-inclusion-and-bolsters-communities","/de-de/the-source/ai/dora-insights-where-is-ai-really-driving-developer-productivity","/blog/how-do-you-contribute","/blog/how-gitlab-ci-compares-with-the-three-variants-of-jenkins","/blog/how-gitlab-measures-red-team-impact-the-adoption-rate-metric","/blog/how-gitlab-uses-prompt-guardrails-to-help-protect-customers","/blog/how-i-transitioned-from-frontend-to-ux","/blog/how-non-engineers-experience-gitlab","/blog/how-telesphora-is-tackling-the-opioid-crisis-machine-learning-human-centered-design","/blog/how-to-agentless-gitops-aws","/blog/how-to-automatically-create-a-new-mr-on-gitlab-with-gitlab-ci","/blog/how-to-build-out-your-devops-team","/blog/how-to-create-review-apps-for-android-with-gitlab-fastlane-and-appetize-dot-io","/de-de/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/blog/how-to-install-gitlab","/blog/how-to-fuzz-go","/blog/how-to-protect-gitlab-connected-ssh-key-with-yubikey","/blog/how-to-stay-productive-in-your-home-office","/blog/how-to-set-up-gitlab-runner-on-digitalocean","/blog/how-to-make-your-devops-team-elite-performers","/blog/how-to-use-agent-based-gitops","/blog/how-we-apply-gitlab-values-to-our-bug-bounty-council-process","/blog/how-we-prevented-security-fixes-leaking-into-our-public-repositories","/blog/how-we-decreased-gitlab-repo-backup-times-from-48-hours-to-41-minutes","/blog/how-we-spent-two-weeks-hunting-an-nfs-bug","/blog/how-we-used-gitlab-values-to-build-a-security-awards-program","/blog/how-you-can-help-shape-the-future-of-securing-applications-at-gitlab","/de-de/the-source/platform/finops-balancing-financial-responsibility-and-innovation","/de-de/the-source/security/enterprise-scale-security-and-compliance-policy-management-in-the-ai-era","/blog/implementing-gitlab-ci-dot-yml","/blog/improving-accessibility-in-gitlab-navigation","/de-de/the-source/security/why-legacy-code-is-a-security-risk-and-how-ai-can-help","/blog/integrating-azure-devops-scm-and-gitlab","/blog/inside-our-new-development-team-lead-persona","/blog/industry-moving-to-single-application-for-devops","/blog/interview-the-open-group","/blog/introducing-compromised-password-detection-for-gitlab-com","/blog/introducing-gitlabs-open-source-security-center","/blog/introducing-subscriptions-on-gitlab-dot-com","/blog/introducing-workspaces-beta","/blog/join-the-new-gitlab-collective-on-stack-overflow","/blog/it-automation-developer-productivity","/blog/jenkins-gitlab-ultimate-guide-to-modernizing-cicd-environment","/blog/katrin-contributor-post","/blog/kubernetes-and-multicloud","/blog/keys-to-success-for-product-operations","/blog/leading-scm-ci-and-code-review-in-one-application","/blog/learn-python-with-pj-part-5-building-something-with-the-twitter-api","/blog/lessons-learned-as-data-team-manager","/blog/live-from-commit-news","/blog/making-remote-work-better","/blog/machine-learning-on-the-gitlab-devops-platform","/blog/managing-gitlab-resources-with-pulumi","/blog/markdown-newline-behaviour","/blog/measuring-the-value-of-our-design-system","/blog/meltano-follow-up","/blog/migrating-repositories-to-gitlab-just-became-easier","/blog/microcks-and-gitlab-part-one","/blog/ml-experiment-sql","/blog/monetizing-and-being-open-source","/blog/mr-reviews-with-vs-code","/blog/new-gitlab-com-terms-of-service","/blog/navigation-research-blog-post","/blog/move-to-distributed-vcs","/blog/new-year-new-programming-language","/blog/open-source-analytics","/blog/one-billion-pipelines-cicd","/blog/our-privacy-policy-has-been-updated","/blog/optimize-gitops-workflow","/blog/patch-files-for-code-review","/blog/package-key-extension","/blog/observability-is-key-to-cloud-native-transitions-and-modern-application-development","/blog/pick-your-brain-interview-brandon-foo","/blog/placebo-lines-on-the-pipeline-graph","/blog/project-management-using-gitlab-platform","/blog/preventing-burnout-a-managers-toolkit","/blog/postmortem-of-database-outage-of-january-31","/blog/python-rust-and-gitlab-ci","/blog/quickly-onboarding-engineers-successfully","/blog/publishing-a11y-reports-in-gitlab-pages","/blog/qpage-on-the-devops-platform","/blog/rebase-in-real-life","/blog/reduce-it-costs","/blog/refining-gitlab-product-experience","/blog/remote-design-sprints","/blog/safe-without-silos-in-gitlab","/blog/remote-working-gitlab","/blog/reviewer-roulette-one-year-on","/blog/serverless-js-project-template","/blog/securing-your-code-on-gitlab","/blog/security-strengthened-by-interation-and-transparency","/blog/sfdx-promo-trailhead-blog","/blog/simple-kubernetes-management-with-gitlab","/blog/secure-and-safe-login-and-commits-with-gitlab-yubico","/blog/smashing-bugs-and-dropping-names-in-2021","/blog/solve-devsecops-challenges-with-gitlab-ci-cd","/blog/secure-open-source-container-infrastructure-with-gitlab-and-chainguard","/blog/speed-security-devops","/blog/ssg-overview-gitlab-pages-part-2","/blog/start-using-git","/blog/strategies-to-reduce-cycle-times","/blog/summarize-my-merge-request-review","/blog/swag-gitlab-plan","/blog/the-case-for-all-remote-companies","/blog/telstra-invests-in-gitlab","/blog/the-devops-platform-for-agile-business","/blog/thelastmile-gitlab","/blog/the-top-software-developer-challenges-in-2022","/blog/the-remote-manifesto","/blog/three-levels-data-analysis","/blog/tips-for-a-successful-jira-to-gitlab-migration","/blog/toolchain-security-with-gitlab","/blog/top-engineering-stories-gitlab","/blog/towards-a-production-quality-open-source-git-lfs-server","/blog/the-gitlab-quarterly-how-our-latest-beta-releases-support-developers","/blog/tutorial-automated-release-and-release-notes-with-gitlab","/blog/trends-in-version-control-land-microservices","/blog/unlocking-agile-excellence-gitlab-epics-for-seamless-portfolio-management","/blog/ultimate-git-guide","/blog/update-free-software-and-telemetry","/blog/upgrade-runners-for-mr-pipelines","/blog/use-gitlab-duo-workflow-to-improve-application-quality-assurance","/blog/using-bazel-to-speed-up-gitlab-ci-builds","/blog/tutorial-security-scanning-in-air-gapped-environments","/blog/using-run-parallel-jobs","/blog/verify-week-hackathon","/blog/visualizing-incident-management-metrics","/blog/wandisco-integrates-gitlab-enterprise-edition-in-their-git-multisite-offering","/blog/welcome-to-the-devops-platform-era","/blog/we-need-to-talk-no-proxy","/blog/what-is-a-large-language-model-llm","/blog/what-makes-a-great-tech-talk","/blog/what-to-look-for-in-ci-cd-solution","/blog/whats-new-in-git-2-45-0","/blog/when-technology-outpaces-security-compliance","/blog/why-are-developers-vulnerable-to-driveby-attacks","/blog/why-gitlab-is-deprecating-compliance-pipelines-in-favor-of-security-policies","/blog/why-improving-continuously-speeds-up-delivery","/blog/why-we-have-implemented-our-own-sshd-solution-on-gitlab-sass","/blog/why-software-developer-job-satisfaction-matters-and-how-to-make-it-happen","/blog/why-your-code-review-process-is-broken-and-how-to-fix-it","/blog/write-terraform-plans-faster-with-gitlab-duo-code-suggestions","/blog/working-on-two-git-branches-at-the-same-time","/blog/zapier-pick-your-brain-interview","/blog/why-devops-and-zero-trust-go-together","/customers/carfax","/customers/dunelm","/customers/cube","/customers/goldman-sachs","/customers/anwb","/customers/inventx","/customers/mckenzie-intelligence-services","/customers/parimatch","/customers/surf","/customers/university-of-cambridge","/customers/zoopla","/platform","/contact-sales","/partners/channel-partners","/company/preference-center","/cloud-partner-marketplaces","/press/releases/2017-01-19-rollbar-press-release","/get-started","/press/releases/2019-09-17-gitlab-on-vmware-cloud-marketplace","/press/releases/2020-03-10-remote-work-report-future-of-work-is-remote","/press/releases/2020-05-19-gitlab-ramps-up-sea-market-drive","/press/releases/2020-10-05-gitlab-welcomes-brian-robins-as-chief-financial-officer","/press/releases/2021-03-23-gitlab-virtual-commit-2021-cfp-now-open","/press/releases/2021-10-04-gitlab-announces-launch-of-initial-public-offering","/press/releases/2017-10-09-gitlab-raises-c-round","/press/releases/2022-03-14-gitlab-reports-fourth-quarter-and-full-year-fiscal-2022-financial-results","/press/releases/2022-11-22-gitlab-ceo-and-cofounder-sid-sijbrandij-to-present-at-gitlab-connect-japan-2022","/press/releases/2021-06-16-gitlab-expands-partner-program-new-technology-integrations-services-program","/press/releases/2018-08-09-gitlab-recognized-as-strong-performer-in-vsm-report","/press/releases/2022-08-15-gitlab-to-announce-second-quarter-fiscal-2023-financial-results","/press/releases/2023-03-13-gitlab-reports-fourth-quarter-and-full-year-2023-financial-results","/press/releases/2019-07-01-gitlab-appoints-new-board-members","/press/releases/2023-06-06-gitlab-recognized-as-the-only-leader-in-integrated-software-delivery-platforms-report","/press/releases/2023-09-05-devsecops-report-state-of-ai-in-software-development","/free-trial/devsecops","/press/releases/2024-01-18-gitlab-appoints-sabrina-farmer-as-chief-technology-officer","/press/releases/2024-05-15-gitlab-announces-secure-ai-driven-capabilities-to-streamline-software-development","/press/releases/2025-04-08-gitlab-wins-a-google-cloud-technology-partner-of-the-year-award-for-devops","/press/releases/2025-07-29-gitlab-c-suite-survey","/press/releases/2025-09-26-gitlab-recognized-as-a-leader-in-the-gartner-magic-quadrant-for-devops-platforms","/press/releases/2024-08-28-gitlab-chief-financial-officer-to-present-at-piper-sandler-growth-frontiers-conference","/privacy","/pricing/faq-compute-minutes","/pricing/licensing-faq","/stages-devops-lifecycle/govern","/solutions/public-sector/fedramp","/support/customer-satisfaction","/support/providing-large-files","/solutions/kubernetes","/events/dach-roadshow","/security","/solutions/startups","/software-innovation-report/japan","/topics/agentic-ai/ai-augmented-software-development","/topics/ai/model-context-protocol","/topics/devops/ai-code-generation-guide","/topics/ci-cd/continuous-integration-metrics","/","/topics/devops/how-and-why-to-create-devops-platform-team","/solutions/continuous-integration","/topics/devops/what-is-a-devops-platform-engineer","/solutions/gitlab-duo-pro/sales","/topics/devsecops/three-steps-to-better-devsecops","/topics/single-application","/topics/gitops/gitops-workflow","/topics/version-control/what-is-centralized-version-control-system","/es/customers/nvidia","/es/customers/hilti","/es/customers/airwallex","/es/customers/cube","/value-stream-workshop","/the-source/authors/dave-steer","/the-source/authors/lee-faus","/the-source/authors/amanda-rueda","/the-source/authors/haim-snir","/es/pricing/faq-jihu","/es/get-help","/es/solutions/compliance","/es/solutions/finance","/diversity-inclusion-belonging","/es/diversity-inclusion-belonging","/es/solutions/nonprofit","/es/small-business","/es/solutions/visibility-measurement","/es/partners/technology-partners/google-cloud-platform","/es/stages-devops-lifecycle/release","/es/pricing/premium-promo","/the-source","/the-source/platform","/es/solutions/software-compliance","/es/gitlab-duo/duo-amazon-q","/es/topics/agile-delivery","/es/topics/ci-cd/continuous-integration-metrics","/es/topics/devops/ai-code-generation-guide","/es/topics/devops/how-and-why-to-create-devops-platform-team","/es/topics/devops/what-is-a-devops-platform-engineer","/es/topics/devsecops/three-steps-to-better-devsecops","/es/topics/version-control/what-is-code-review","/es/topics/gitops/gitops-workflow","/es/topics/version-control/benefits-distributed-version-control-system","/es/the-source/authors/gitlab","/es/the-source/authors/kristina-weis","/es/the-source/authors/bryan-ross","/es/the-source/authors/taylor-mccaslin","/the-source/platform/transform-your-platform-onboarding-for-higher-adoption-rates","/the-source/platform/driving-business-results-with-platform-engineering","/the-source/security/national-cybersecurity-strategy-a-wake-up-call-for-software-developers","/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/the-source/security/10-tips-to-prioritize-security-in-software-development","/the-source/ai/ai-transforms-agile-planning-for-modern-development-teams","/the-source/ai/from-vibe-coding-to-agentic-ai-a-roadmap-for-technical-leaders","/the-source/ai/implementing-effective-guardrails-for-ai-agents","/the-source/ai/to-maximize-the-750b-ai-opportunity-human-innovation-is-key","/the-source/security/finserv-startup-constantinople-uses-devsecops-to-build-in-security","/es/the-source/ai","/es/the-source/security","/fr-fr/blog/bridging-the-visibility-gap-in-software-supply-chain-security","/fr-fr/blog/exact-code-search-find-code-faster-across-repositories","/fr-fr/blog/gitlab-duo-agent-platform-public-beta","/fr-fr/blog/how-to-install-gitlab-beginners-guide","/fr-fr/blog/keep-git-history-clean-with-interactive-rebase","/fr-fr/blog/ci-cd-inputs-secure-and-preferred-method-to-pass-parameters-to-a-pipeline","/fr-fr/blog/how-gitlab-agile-planning-improves-collaborative-project-management","/fr-fr/blog/gitlab-named-a-leader-in-the-forrester-wave-devops-platforms-q2-2025","/fr-fr/blog/seamlessly-migrate-from-jira-to-gitlab-with-jira2lab-at-scale","/fr-fr/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/fr-fr/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/fr-fr/blog/a-beginners-guide-to-the-git-reftable-format","/fr-fr/blog/developing-gitlab-duo-how-we-validate-and-test-ai-models-at-scale","/fr-fr/blog/migrating-by-direct-transfer-is-generally-available","/fr-fr/blog/getting-started-with-gitlab-understanding-ci-cd","/fr-fr/ai-transparency-center","/fr-fr/blog/vibe-coding-with-gitlab-duo-agent-platform-issue-to-mr-flow","/fr-fr/blog/what-is-open-source","/fr-fr/customers/moneyfarm","/fr-fr/ebook-ultimate-guide-ci-cd","/fr-fr/company/preference-center","/fr-fr/customers/cern","/fr-fr/blog/the-co-create-program-how-customers-are-collaborating-to-build-gitlab","/fr-fr/blog/tutorial-secure-and-optimize-your-maven-repository-in-gitlab","/fr-fr/blog/whats-new-in-git-2-48-0","/fr-fr/get-help","/fr-fr/security","/fr-fr/customers/goldman-sachs","/fr-fr/gitlab-duo/duo-amazon-q","/fr-fr/pricing/faq-improved-billing-and-subscription-management","/fr-fr/partners/technology-partners/aws","/fr-fr/solutions/automotive","/fr-fr/solutions/jira","/fr-fr/stages-devops-lifecycle/package","/fr-fr/topics/ci-cd/continuous-integration-continuous-delivery-work-together","/fr-fr/topics/agile-delivery/agile-ppm","/fr-fr/topics/continuous-delivery","/es/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/fr-fr/topics/devops/devops-tools-explained","/fr-fr/topics/devops/what-is-a-devops-engineer","/es/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/fr-fr/solutions/value-stream-management/dora","/fr-fr/topics/devsecops/sast-vs-dast","/fr-fr/topics/single-application","/fr-fr/topics/gitops/gitops-multicloud-deployments-gitlab","/fr-fr/topics/version-control/what-is-centralized-version-control-system","/fr-fr/solutions/education","/fr-fr/developer-experience","/fr-fr/solutions/public-sector","/it-it/customers/ally","/it-it/customers/deutsche-telekom","/it-it/customers/remote","/fr-fr/pricing/premium/why-upgrade","/it-it/pricing/faq-new-product-subscription-tiers","/it-it/partners/technology-partners/hashicorp","/fr-fr/why-gitlab","/it-it/get-started/build-business-case","/it-it/solutions/continuous-integration","/it-it/solutions/github","/it-it/solutions/source-code-management","/it-it/solutions/nonprofit/join","/it-it/stages-devops-lifecycle/configure","/it-it/stages-devops-lifecycle/secure","/fr-fr/the-source/authors/julie-griffin","/fr-fr/the-source/authors/stephen-walters","/fr-fr/the-source/authors/brian-wald","/fr-fr/the-source/authors/george-kichukov","/it-it/eighteen","/it-it/pricing/ultimate","/it-it/topics/ci-cd/benefits-continuous-integration","/fr-fr/the-source/platform","/it-it/topics/devops/ai-enhanced-security","/it-it/topics/ci-cd/continuous-integration-server","/it-it/topics/devops","/it-it/topics/devops/what-is-a-site-reliability-engineer","/it-it/topics/gitops","/it-it/topics/devsecops/what-is-developer-first-security","/it-it/topics/version-control/how-implement-version-control","/it-it/topics/version-control/what-is-git-version-control","/it-it/gitlab-duo","/it-it/software-faster","/ja-jp/blog/developing-gitlab-duo-blending-ai-and-root-cause-analysis-to-fix-ci-cd","/ja-jp/blog/building-a-gitlab-ci-cd-pipeline-for-a-monorepo-the-easy-way","/ja-jp/blog/event-report-devopsdive2024summer","/ja-jp/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/ja-jp/blog/claude-code-gitlab-ai-development-workflow","/ja-jp/blog/event-report-japan-it-week-spring-2","/fr-fr/blog/categories/devsecops","/fr-fr/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/ja-jp/blog/getting-started-with-gitlab-understanding-ci-cd","/fr-fr/the-source/ai/how-to-put-generative-ai-to-work-in-your-devsecops-environment","/fr-fr/the-source/security/how-to-strengthen-security-by-applying-devsecops-principles","/ja-jp/blog/gitlab-17-3-released","/ja-jp/blog/gitlab-18-01-release","/ja-jp/blog/gitlab-duo-workflow-enterprise-visibility-and-control-for-agentic-ai","/ja-jp/blog/gitlab-duo-agent-platform-public-beta","/it-it/the-source/authors/grant-hickman","/it-it/customers","/ja-jp/analysts","/ja-jp/blog/gitlab-named-a-leader-in-the-forrester-wave-devops-platforms-q2-2025","/ja-jp/blog/how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code","/it-it/the-source/authors/lee-faus","/it-it/the-source/authors/chandler-gibbons","/ja-jp/blog/monday-merge-2025-may-9","/ja-jp/blog/how-we-decreased-gitlab-repo-backup-times-from-48-hours-to-41-minutes","/ja-jp/blog/learn-advanced-rust-programming-with-a-little-help-from-ai-code-suggestions","/ja-jp/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/ja-jp/blog/prepare-now-docker-hub-rate-limits-will-impact-gitlab-ci-cd","/ja-jp/blog/what-are-the-benefits-of-a-microservices-architecture","/ja-jp/blog/u-s-navy-black-pearl-lessons-in-championing-devsecops","/ja-jp/blog/what-is-git","/ja-jp/blog/what-is-sbom","/ja-jp/customers/fullsave","/ja-jp/customers/connect-i","/ja-jp/customers/agoda","/ja-jp/customers/thezebra","/ja-jp/blog/whats-new-in-git-2-48-0","/ja-jp/customers/lockheed-martin","/ja-jp/ebook-beginners-guide-secure-software","/ja-jp/pricing/faq-improved-billing-and-subscription-management","/ja-jp/pricing/premium/why-upgrade","/ja-jp/partners/technology-partners/aws","/ja-jp/stages-devops-lifecycle","/it-it/the-source","/ja-jp/solutions/supply-chain","/ja-jp/solutions/analytics-and-insights","/ja-jp/solutions/delivery-automation","/ja-jp/topics/ci-cd/cloud-native-continuous-integration","/ja-jp/solutions","/ja-jp/topics/devops/build-a-devops-team","/ja-jp/gitlab-duo/agent-platform","/ja-jp/topics/ci-cd/pipeline-as-code","/ja-jp/search","/ja-jp/gartner-magic-quadrant","/ja-jp/topics/devops/the-role-of-ai-in-devops","/it-it/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/it-it/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/it-it/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/it-it/the-source/security/key-security-trends-for-cisos-in-2025","/ja-jp/topics/multicloud","/ja-jp/topics/devsecops/beginners-guide-to-container-security","/ja-jp/solutions/open-source/join","/ja-jp/topics/gitops/gitlab-enables-infrastructure-as-code","/ja-jp/topics/version-control/version-control-best-practices","/ja-jp/topics/version-control/what-is-innersource","/pt-br/contact-sales","/pt-br/getting-started-videos","/pt-br/free-trial","/pt-br/security","/pt-br/pricing/faq-compute-minutes","/pt-br/developer-experience","/pt-br/customers/connect-i","/pt-br/customers/moneyfarm","/pt-br/customers/goldman-sachs","/pt-br/solutions/education","/pt-br/solutions/automotive","/pt-br/solutions/value-stream-management/dora","/pt-br/solutions/jira","/pt-br/stages-devops-lifecycle/package","/pt-br/solutions/public-sector","/ja-jp/the-source/authors/andre-michael-braun","/ja-jp/the-source/authors/jlongo","/ja-jp/the-source/authors/derek-debellis","/ja-jp/the-source/authors/sabrina-farmer","/pt-br/topics/cloud-native","/pt-br/pricing/premium","/pt-br/topics/ci-cd/continuous-integration-best-practices","/pt-br/topics/agile-delivery/agile-methodology","/pt-br/topics/devops/value-stream-mapping","/pt-br/topics/devops/devops-test-automation","/pt-br/topics/devsecops","/pt-br/partners","/pt-br/topics/serverless","/pt-br/value-stream-workshop","/pt-br/topics/gitops/gitops-gitlab-collaboration","/pt-br/topics/version-control/what-are-gitlab-flow-best-practices","/de-de/blog/authors/daniel-murphy","/de-de/blog/authors/brad-downey","/de-de/blog/authors/amanda-rueda","/de-de/blog/authors/emilio-salvador","/ja-jp/blog/categories/engineering","/de-de/blog/authors/gitlab","/de-de/blog/authors/joe-randazzo","/ja-jp/the-source/ai/dora-insights-where-is-ai-really-driving-developer-productivity","/ja-jp/the-source/platform/finops-balancing-financial-responsibility-and-innovation","/de-de/blog/authors/manav-khurana","/ja-jp/the-source/security/enterprise-scale-security-and-compliance-policy-management-in-the-ai-era","/ja-jp/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/ja-jp/the-source/security/why-legacy-code-is-a-security-risk-and-how-ai-can-help","/pt-br/the-source/authors/ayoub-fandi","/fr-fr/blog/authors/alex-fracazo","/fr-fr/blog/authors/fernando-diaz","/fr-fr/blog/authors/chloe-cartron","/pt-br/the-source/authors/erika-feldman","/fr-fr/blog/authors/himanshu-kapoor","/pt-br/the-source/authors/josh-lemos","/fr-fr/blog/authors/joseph-longo","/pt-br/the-source/authors/sharon-gaudin","/fr-fr/blog/authors/ben-ridley","/fr-fr/blog/authors/magdalena-frankiewicz","/de-de/blog/authors/pini-wietchner","/de-de/blog/authors/michael-friedrich","/de-de/blog/authors/sam-morris","/fr-fr/blog/authors/davoud-tu","/fr-fr/blog/authors/michael-friedrich","/fr-fr/blog/authors/pini-wietchner","/fr-fr/blog/authors/sam-morris","/de-de/blog/authors/suri-patel","/fr-fr/blog/authors/susan-tacker","/fr-fr/blog/authors/tsukasa-komatsubara","/ja-jp/blog/authors/darwin-sanoy","/de-de/blog/authors/torsten-linz","/ja-jp/blog/authors/amanda-rueda","/ja-jp/blog/authors/fabian-zimmer","/ja-jp/blog/authors/hakeem-abdul-razak","/ja-jp/blog/authors/brad-downey","/ja-jp/blog/authors/sam-morris","/ja-jp/blog/authors/susie-bitters","/ja-jp/blog/authors/kushal-pandya","/ja-jp/blog/authors/oleksandr-pysaryuk","/ja-jp/blog/authors/victor-wu","/pt-br/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/pt-br/the-source/platform/high-performing-development-teams-your-business-advantage","/pt-br/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/pt-br/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/fr-fr/blog/tags/user-stories","/fr-fr/blog/tags/public-sector","/fr-fr/blog/tags/collaboration","/fr-fr/blog/tags/devsecops-platform","/fr-fr/blog/tags/aws","/de-de/blog/tags/open-source","/fr-fr/blog/tags/inside-gitlab","/de-de/blog/tags/ci","/de-de/blog/tags/developer-survey","/de-de/blog/tags/financial-services","/fr-fr/blog","/de-de/blog/tags/startups","/ja-jp/blog/tags/customers","/ja-jp/blog/tags/cd","/ja-jp/blog/tags/embedded-devops","/ja-jp/blog/tags/inside-gitlab","/ja-jp/blog/tags/user-stories","/ja-jp/blog/tags/public-sector","/de-de/blog/categories/security/page/3","/de-de/blog/categories/security/page/2","/blog/categories/insights","/blog/categories/ai-ml","/blog/tags/zero-trust","/blog/tags/public-sector","/blog/tags/startups","/blog/tags/git","/blog/tags/bug-bounty","/blog/tags/kubernetes","/blog/tags/community","/blog/tags/devsecops-platform","/fr-fr/blog/categories/devsecops/page/2","/ja-jp/blog/categories/engineering/page/3","/ja-jp/blog/categories/engineering/page/2","/de-de/blog/tags/open-source/page/2","/fr-fr/blog/tags/devsecops-platform/page/3","/fr-fr/blog/tags/devsecops-platform/page/2","/fr-fr/blog/tags/devsecops-platform/page/8","/de-de/blog/tags/open-source/page/3","/fr-fr/blog/tags/devsecops-platform/page/5","/fr-fr/blog/tags/devsecops-platform/page/4","/ja-jp/blog/tags/user-stories/page/2","/ja-jp/blog/tags/customers/page/2","/fr-fr/blog/tags/devsecops-platform/page/6","/fr-fr/blog/tags/devsecops-platform/page/7","/blog/categories/insights/page/3","/blog/categories/insights/page/2","/blog/categories/insights/page/4","/blog/categories/insights/page/7","/blog/categories/insights/page/6","/blog/categories/insights/page/5","/blog/categories/insights/page/8","/blog/categories/insights/page/9","/blog/categories/insights/page/11","/blog/categories/insights/page/12","/blog/categories/insights/page/14","/blog/categories/insights/page/15","/blog/categories/insights/page/10","/blog/categories/insights/page/17","/blog/categories/insights/page/13","/blog/categories/insights/page/16","/blog/categories/insights/page/18","/blog/categories/ai-ml/page/2","/blog/categories/ai-ml/page/3","/blog/categories/ai-ml/page/4","/blog/categories/ai-ml/page/6","/blog/categories/insights/page/20","/blog/categories/ai-ml/page/5","/blog/categories/ai-ml/page/7","/blog/categories/insights/page/21","/blog/categories/insights/page/24","/blog/categories/insights/page/22","/blog/categories/insights/page/19","/blog/categories/insights/page/25","/blog/categories/insights/page/23","/blog/categories/ai-ml/page/8","/blog/categories/ai-ml/page/9","/blog/categories/ai-ml/page/10","/blog/categories/ai-ml/page/12","/blog/categories/ai-ml/page/11","/blog/categories/ai-ml/page/14","/blog/categories/ai-ml/page/13","/blog/tags/zero-trust/page/2","/blog/tags/public-sector/page/3","/blog/tags/startups/page/2","/blog/tags/startups/page/3","/blog/tags/public-sector/page/2","/blog/tags/git/page/6","/blog/tags/bug-bounty/page/2","/blog/tags/git/page/7","/blog/tags/bug-bounty/page/3","/blog/tags/git/page/2","/blog/tags/git/page/5","/blog/tags/git/page/3","/blog/tags/git/page/8","/blog/tags/git/page/9","/blog/tags/git/page/4","/blog/tags/kubernetes/page/2","/blog/tags/kubernetes/page/3","/blog/tags/kubernetes/page/4","/blog/tags/kubernetes/page/5","/blog/tags/kubernetes/page/6","/blog/tags/kubernetes/page/7","/blog/tags/kubernetes/page/8","/blog/tags/kubernetes/page/9","/blog/tags/kubernetes/page/10","/blog/tags/kubernetes/page/11","/blog/tags/community/page/2","/blog/tags/community/page/3","/blog/tags/community/page/5","/blog/tags/community/page/6","/blog/tags/community/page/4","/blog/tags/community/page/7","/blog/tags/community/page/10","/blog/tags/community/page/8","/blog/tags/community/page/11","/blog/tags/community/page/9","/blog/tags/community/page/12","/blog/tags/community/page/13","/blog/tags/community/page/16","/blog/tags/community/page/14","/blog/tags/community/page/18","/blog/tags/community/page/17","/blog/tags/community/page/15","/blog/tags/community/page/20","/blog/tags/community/page/19","/blog/tags/community/page/21","/blog/tags/community/page/22","/blog/tags/devsecops-platform/page/4","/blog/tags/devsecops-platform/page/5","/blog/tags/devsecops-platform/page/6","/blog/tags/devsecops-platform/page/9","/blog/tags/devsecops-platform/page/7","/blog/tags/devsecops-platform/page/2","/blog/tags/devsecops-platform/page/8","/blog/tags/devsecops-platform/page/10","/blog/tags/devsecops-platform/page/12","/blog/tags/devsecops-platform/page/11","/blog/tags/devsecops-platform/page/3","/blog/tags/devsecops-platform/page/15","/blog/tags/devsecops-platform/page/13","/blog/tags/devsecops-platform/page/16","/blog/tags/devsecops-platform/page/14","/blog/tags/devsecops-platform/page/17","/blog/tags/devsecops-platform/page/19","/blog/tags/devsecops-platform/page/18","/blog/tags/devsecops-platform/page/20","/blog/tags/devsecops-platform/page/22","/blog/tags/devsecops-platform/page/21"]}