{"id":"32896684-0198-42fa-8988-523964f11ab8","timestamp":1756472404635,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/blog/authors/gitlab-security-team","/de-de/blog/authors/alexander-dietrich","/de-de/blog/authors/greg-alfaro","/de-de/blog/authors/amanda-rueda","/de-de/blog/authors/brendan-regan","/de-de/blog/authors/ben-ridley","/de-de/blog/authors/chance-feick","/de-de/blog/authors/borivoje-tasovac","/de-de/blog/authors/chris-baus","/de-de/blog/authors/cormac-foster","/de-de/blog/authors/bahubali-bill-shetti","/de-de/blog/authors/bryan-may","/de-de/blog/authors/andrew-fontaine","/de-de/blog/authors/arunoda-susiripala","/de-de/blog/authors/christian-couder","/de-de/blog/authors/diana-logan","/de-de/blog/authors/christos-bacharakis","/de-de/blog/authors/dan-rabinovitz","/de-de/blog/authors/achilleas-pipinellis","/de-de/blog/authors/angelo-stavrow","/de-de/blog/authors/darren-murph","/de-de/blog/authors/fabio-busatto","/de-de/blog/authors/eduardo-bonet","/de-de/blog/authors/david-smith","/de-de/blog/authors/george-kichukov","/de-de/blog/authors/dominic-couture","/de-de/blog/authors/emily-kyle","/de-de/blog/authors/ethan-strike","/de-de/blog/authors/forrest-brazeal","/de-de/blog/authors/erica-huang","/de-de/blog/authors/hazel-yang","/de-de/blog/authors/gustaw-fit-of-zoopla","/de-de/blog/authors/ian-bartholomew","/de-de/blog/authors/jeff-burrows","/de-de/blog/authors/ivan-lychev","/de-de/blog/authors/jeremy-watson","/de-de/blog/authors/jacob-vosmaer","/de-de/blog/authors/jason-chen","/de-de/blog/authors/jochen-roth","/de-de/blog/authors/james-wormwell","/de-de/blog/authors/john-coghlan","/de-de/blog/authors/julie-byrne","/de-de/blog/authors/josh-kodroff-pulumi","/de-de/blog/authors/kevin-chu","/de-de/blog/authors/karen-caras","/de-de/blog/authors/joo-alexandre-prado-tavares-cunha","/de-de/blog/authors/kushal-koolwal","/de-de/blog/authors/lin-jen-shin","/de-de/blog/authors/lauren-barker","/de-de/blog/authors/madou-coulibaly","/de-de/blog/authors/marco-lenzo","/de-de/blog/authors/mark-loveless","/de-de/blog/authors/michael-miranda","/de-de/blog/authors/melissa-farber","/de-de/blog/authors/matthias-kppler","/de-de/blog/authors/mike-vanbuskirk","/de-de/blog/authors/matt-delaney","/de-de/blog/authors/nick-malcolm","/de-de/blog/authors/noah-manger","/de-de/blog/authors/omar-fernandez","/de-de/blog/authors/patrick-deuley","/de-de/blog/authors/pini-wietchner","/de-de/blog/authors/payton-burdette","/de-de/blog/authors/sam-kerr","/de-de/blog/authors/renato-stanic","/de-de/blog/authors/rahul-bhargava-cto-evolphin","/de-de/blog/authors/scott-de-jonge","/de-de/blog/authors/samuel-alfageme","/de-de/blog/authors/ruby-nealon","/de-de/blog/authors/robin-schulman","/de-de/blog/authors/stephen-mcguinness","/de-de/blog/authors/siddharth-mathur","/de-de/blog/authors/seth-berger","/de-de/blog/authors/sunil-kowlgi","/de-de/blog/authors/tina-sturgis","/de-de/blog/authors/trevor-knudsen","/de-de/blog/authors/sarah-odonnell","/de-de/blog/authors/taylor-murphy","/de-de/blog/authors/vincent-jong","/de-de/blog/authors/valerie-silverthorne","/de-de/blog/authors/will-leidheiser","/de-de/analysts","/de-de/blog/build-a-new-website-in-a-few-easy-steps-with-gitlab-pages","/de-de/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/de-de/blog/gitlab-container-registry","/de-de/blog/definition-what-is-kubernetes","/de-de/blog/efficient-devsecops-workflows-hands-on-python-gitlab-api-automation","/de-de/blog/getting-started-with-gitlab-how-to-import-your-projects-to-gitlab","/de-de/blog/how-gitlab-helps-meet-nis2-requirements","/de-de/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/de-de/blog/how-to-write-a-user-story-in-scrum","/de-de/blog/journey-through-gits-20-year-history","/de-de/blog/we-need-to-talk-no-proxy","/de-de/blog/monitor-application-performance-with-distributed-tracing","/de-de/blog/self-hosting-vs-cloud","/de-de/blog/whats-new-in-git-2-48-0","/de-de/blog/agile-epics-in-gitlab","/de-de/blog/what-is-git-the-ultimate-guide-to-gits-role-and-functionality","/de-de/blog/gitlab-ultimate-for-ibm-z-modern-devsecops-for-mainframes","/de-de/blog/tutorial-migrate-from-google-cloud-source-repositories-to-gitlab","/de-de/impressum","/de-de/gartner-magic-quadrant","/de-de/customers/airbus","/de-de/customers/hilti","/de-de/customers/conversica","/de-de/customers/nvidia","/de-de/privacy","/de-de/pricing/faq-premium-update","/de-de/topics/devops/ai-enhanced-security","/de-de/topics/ci-cd/continuous-integration-server","/de-de/topics/devops/what-is-a-site-reliability-engineer","/de-de/topics/ci-cd/benefits-continuous-integration","/de-de/topics/gitops","/de-de/topics/devops","/de-de/topics/version-control/how-implement-version-control","/de-de/topics/devsecops/what-is-developer-first-security","/de-de/developer-survey","/de-de/topics/version-control/what-is-git-version-control","/analysts","/de-de/software-faster","/blog/4-must-know-devops-principles","/blog/2021-devsecops-survey-the-great-shift-left-continues","/blog/5-things-i-learned-during-my-30-day-internship-with-gitlab-s-data-team","/blog/6-ways-smbs-can-leverage-the-power-of-a-devops-platform","/de-de/solutions/continuous-software-security-assurance","/blog/a-3-step-plan-for-devops-platform-migration","/blog/15-git-tips-improve-workflow","/blog/a-deep-dive-into-the-security-analyst-persona","/blog/a-single-codebase-for-gitlab-community-and-enterprise-edition","/de-de/partners/technology-partners/ibm","/de-de/solutions/platform-engineering","/blog/accelerate-cloud-adoption-with-gitlabs-open-source-partnership-with-google-cloud","/blog/action-needed-in-response-to-cve2021-22205","/blog/advanced-search-data-migrations","/blog/agile-pairing-sessions","/blog/amazon-linux-2-service-ready-partner","/blog/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/blog/announcing-100m-series-d-funding","/blog/are-you-ready-for-the-newest-era-of-devsecops","/blog/api-v3-removal-impending","/blog/async-sketching","/blog/authors/allison-whilden","/blog/authors/andrew-thomas","/blog/authors/andrea-borga","/blog/authors/abdulkader-benchi","/blog/authors/ashley-mcalpin","/blog/authors/anthony-davanzo","/blog/authors/balasankar-balu-c","/blog/authors/alex-groleau","/blog/authors/bradley-lee","/blog/authors/bert-van-eyck","/blog/authors/brian-glanz","/blog/authors/charl-de-wit","/blog/authors/camellia-yang","/blog/authors/chris-micek","/blog/authors/christian-nnachi","/blog/authors/cindy-blake","/blog/authors/costel-maxim","/blog/authors/david-smith","/blog/authors/daniel-berman","/blog/authors/diana-logan","/blog/authors/darren-murph","/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","/de-de/solutions/value-stream-management","/blog/authors/haydn-mackay","/blog/authors/huldra","/blog/authors/gustaw-fit-of-zoopla","/blog/authors/isaac-dawson","/blog/authors/jackie-porter","/blog/authors/james-heimbuck","/blog/authors/jarka-koanov-et-al","/blog/authors/jeremy-elder","/blog/authors/job-van-der-voort","/blog/authors/jd-alex","/blog/authors/johannes-bauer","/blog/authors/john-sparrow","/blog/authors/joseph-burnett","/blog/authors/joyce-tompsett","/blog/authors/khrystyna-humenna","/blog/authors/kathy-wang","/blog/authors/juliet-wanjohi","/blog/authors/lauren-gibbons-paul","/blog/authors/liz-coleman","/blog/authors/kwan-lee","/blog/authors/magdalena-frankiewicz","/blog/authors/marie-hargitt","/blog/authors/matt-genelin","/blog/authors/melissa-smolensky","/blog/authors/mark-pundsack","/blog/authors/matthieu-fronton","/blog/authors/michelle-gill","/blog/authors/miranda-carter","/blog/authors/nick-cayou","/blog/authors/noah-ing","/blog/authors/parker-ennis","/blog/authors/olivier-campeau","/blog/authors/pter-bozs","/blog/authors/paul-hibbitts","/blog/authors/philippe-lafoucrire","/blog/authors/rebecca-dodd","/blog/authors/rob-ribeiro","/blog/authors/ronald-van-zon","/blog/authors/sara-kassabian","/blog/authors/samantha-lee","/blog/authors/safwan-ahmed","/blog/authors/sarup-banskota","/blog/authors/sean-arnold","/blog/authors/shawn-winters","/blog/authors/steve-azzopardi","/blog/authors/sri-rangan","/blog/authors/susie-bitters","/blog/authors/tsvi-zandany","/blog/authors/thiago-figueir","/blog/authors/tom-cooney","/blog/authors/vick-kelkar","/blog/authors/vitor-meireles-de-sousa","/blog/authors/yannis-roussos","/blog/auto-devops","/blog/automating-cybersecurity-threat-detections-with-gitlab-ci-cd","/blog/availability-postgres-patroni","/blog/aws-lambda-usage-stats","/blog/beautifying-of-our-ui","/blog/being-a-better-ally","/blog/best-practices-leading-orgs-to-release-software-faster","/blog/biden-administration-celebrates-1-year-anniversary-of-eo-by-accelerating-software-supply-chain-security","/blog/building-a-handbook-first-remote-learning-culture","/blog/browser-based-dast-feature-announcement","/blog/building-our-web-app-on-gitlab-ci","/blog/building-build-images","/blog/career-spotlight-sre-vs-devops-engineer-vs-devops-platform-engineer","/blog/ceo-shadow-recap","/blog/changes-to-githost","/blog/ci-cd-catalog-goes-ga-no-more-building-pipelines-from-scratch","/blog/ci-integral-to-everyday-work","/blog/cloud-native-storage-beginners","/blog/cofounder-relations","/blog/coming-soon-gitlab-dependency-firewall","/blog/configuring-your-cluster-with-kubernetes-integration","/blog/comply-with-nist-secure-supply-chain-framework-with-gitlab","/blog/contributor-post-siemens","/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","/de-de/solutions","/blog/detect-application-vulnerabilities-with-gitlabs-browser-based-dast","/blog/developing-a-successful-devops-strategy","/blog/devops-adoption","/blog/devsecops-platforms-help-smbs-scale-as-they-grow","/blog/devops-predictions-gitlab-experts-weigh-in-on-ai-security-remote-work-and-more","/blog/donations","/blog/ease-pressure-on-smb-developers-with-a-devops-platform","/blog/distributed-version-control","/blog/eight-steps-to-prepare-your-team-for-a-devops-platform-migration","/blog/embedded-views-the-future-of-work-tracking-in-gitlab","/blog/engineering-managers-automate-their-jobs","/blog/evolution-of-zero-trust","/blog/ensure-auto-devops-work-after-helm-stable-repo","/blog/exporting-vulnerability-reports-to-html-pdf-jira","/blog/fast-and-efficient-sbom-with-gitlab-and-rezilion","/blog/feature-highlight-branded-login-gitlab-ee","/blog/five-principles-that-make-it-easier-for-people-to-love-your-company-culture","/blog/feature-highlight-saml","/blog/freedesktop-org-migrates-to-gitlab","/blog/five-ways-to-streamline-cloud-adoption","/blog/funny-gitlab-remote-meetings","/blog/finserv-how-to-implement-gitlabs-separation-of-duties-features","/blog/gartner-peer-choice-gitlab-2018","/blog/get-ready-for-new-gitlab-web-ide","/blog/get-to-know-the-security-and-governance-updates-in-gitlab-17-17-1","/blog/git-contributors-summit","/blog/getting-started-with-gitlab-how-to-import-your-projects-to-gitlab","/blog/git-protocol-v2-enabled-for-ssh-on-gitlab-dot-com","/blog/github-adds-package-registry","/blog/gitlab-16-10-release","/blog/gitlab-17-8-released","/blog/gitlab-17-10-released","/blog/gitlab-2018-year-in-review","/blog/gitlab-adds-support-for-u2f","/blog/gitlab-and-jira-integration-the-final-steps","/blog/gitlab-annex-solves-the-problem-of-versioning-large-binaries-with-git","/blog/gitlab-at-vue-conf","/blog/gitlab-ci-cd-is-for-multi-cloud","/blog/gitlab-com-13-4-breaking-changes","/blog/gitlab-container-registry","/blog/gitlab-com-stability-post-gcp-migration","/blog/gitlab-critical-patch-release-17-9-2-17-8-5-17-7-7","/blog/gitlab-design-library","/blog/gitlab-duo-agent-platform-public-beta","/blog/gitlab-duo-code-suggestions-is-generally-available","/de-de/the-source/authors/chandler-gibbons","/blog/gitlab-enterprise-edition-price-change","/blog/gitlab-for-agile-portfolio-planning-project-management","/blog/gitlab-duo-workflow-enterprise-visibility-and-control-for-agentic-ai","/blog/gitlab-gitorious-free-software","/blog/gitlab-hashicorp-terraform-vault-pt-1","/blog/gitlab-in-action-part-2","/blog/gitlab-io-is-now-gitlab-com","/de-de/the-source/authors/grant-hickman","/de-de/the-source/authors/lee-faus","/blog/gitlab-is-part-of-the-y-combinator-family","/blog/gitlab-mitre-attack-navigator","/blog/gitlab-issue-bash-september-2017","/blog/gitlab-look-at-the-fair-source-license","/blog/gitlab-kubernetes-agent-on-gitlab-com","/de-de/the-source","/blog/gitlab-native-secrets-manager-to-give-software-supply-chain-security-a-boost","/de-de/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/de-de/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/de-de/the-source/security/key-security-trends-for-cisos-in-2025","/blog/gitlab-open-sources-protocol-fuzz-test-engine","/de-de/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/blog/gitlab-patch-release-17-3-1-17-2-4-17-1-6","/blog/gitlab-pages-for-covid","/blog/gitlab-patch-release-17-0-1-16-11-3-16-10-6","/blog/gitlab-release-process","/blog/gitlab-patch-release-17-8-1-17-7-3-17-6-4","/blog/gitlab-security-hardening-documentation","/blog/gitlab-product-vision","/blog/gitlab-patch-release-18-2-1-18-1-3-18-0-5","/blog/gitlab-series-e-funding","/blog/gitlab-supply-chain-security","/blog/gitlab-taught-in-korean-uni","/blog/gitlab-top-30-highest-velocity-open-source","/blog/gitlab-ultimate-for-ibm-z-modern-devsecops-for-mainframes","/blog/gitlab-value-stream-management-and-dora","/blog/gitlab-workflow-with-jira-jenkins","/blog/gitlabs-deprecation-strategy","/blog/gitops-with-gitlab-auto-devops","/blog/global-developer-report","/blog/gitpod-desktop-app-personal-activities","/blog/google-cloud-next-anthos-kubernetes","/blog/graphql-vulnerability-api","/blog/happiness-at-gitlab","/blog/high-availability-git-storage-with-praefect","/blog/how-gitlab-automates-releases","/blog/how-cube-uses-gitlab-to-increase-efficiency-and-productivity","/blog/hosting-vuejs-apps-using-gitlab-pages","/blog/how-gitlab-handles-security-bugs","/blog/how-grammatech-and-gitlab-enables-better-devsecops","/blog/how-start-ospo-ten-minutes-using-gitlab","/blog/how-is-team-member-1-doing","/blog/how-gitlab-supports-the-fedramp-authorization-journey","/blog/how-to-automate-software-delivery-using-quarkus-and-gitlab","/blog/how-the-security-culture-committee-is-strengthening-gitlab-values","/blog/how-to-build-a-more-productive-remote-team","/blog/how-to-explain-gitlab-to-anyone","/blog/how-to-continously-test-web-apps-apis-with-hurl-and-gitlab-ci-cd","/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-translate-bamboo-agent-capabilities-to-gitlab-runner-tags","/blog/how-to-secure-cloud-run-deployment-with-auto-devops","/blog/how-visualization-improves-the-gitlab-merge-train-experience","/blog/how-to-start-a-great-oss-project","/blog/how-we-optimized-our-infrastructure-spend-at-gitlab","/blog/how-you-can-help-shape-the-future-of-securing-applications-at-gitlab","/blog/how-we-built-status-page-mvc","/blog/how-we-ship-so-quickly","/blog/how-we-used-gitlab-values-to-build-a-security-awards-program","/blog/implementing-gitlab-ci-dot-yml","/blog/integrate-external-security-scanners-into-your-devsecops-workflow","/blog/inside-look-how-gitlabs-test-platform-team-validates-ai-features","/blog/improved-billing-and-subscription-management","/blog/international-womens-day-gitlab-initiatives","/blog/introducing-ci-components","/blog/introducing-spamcheck-data-driven-anti-abuse","/blog/introducing-gitlabs-new-planner-role-for-agile-planning-teams","/blog/issue-labels-can-now-be-scoped","/blog/introducing-token-hunter","/blog/its-time-to-upgrade-docker-engine","/blog/join-the-gitlab-community","/blog/kali-linux-movingtogitlab","/blog/kubernetes-101","/blog/last-year-we-signed-the-secure-by-design-pledge-heres-our-progress","/blog/keyless-signing-with-cosign","/blog/learn-python-with-pj-part-4-dictionaries-and-files","/blog/live-from-commit-london","/blog/lessons-in-iteration-from-new-infrastructure-team","/blog/machine-learning-and-devsecops","/blog/making-remote-internships-successful","/blog/measuring-engineering-productivity-at-gitlab","/blog/markdown-kramdown-tips-and-tricks","/blog/merging-ce-and-ee-codebases","/blog/managers-more-optimistic-than-developers","/blog/meet-the-2024-gitlab-partner-of-the-year-award-winners","/blog/migrating-from-jenkins","/blog/mitigating-the-impact-of-docker-hub-pull-requests-limits","/blog/more-performant-and-robust-task-lists-in-gitlab","/blog/modernizing-a-simple-c-application-to-java-with-gitlab-duo","/blog/navigation-redesign","/blog/new-git-default-branch-name","/blog/movingtogitlab","/blog/new-typefaces-in-gitlab","/blog/notification-on-pipeline-succeeds","/blog/on-calliday-unsucking-your-on-call-experience","/blog/open-shift-ga","/blog/optimize-gitops-workflow","/blog/our-journey-to-a-diverse-and-inclusive-workplace","/blog/personal-profile","/blog/overhauling-the-navigation-is-like-building-a-dream-home","/blog/partial-clone-for-massive-repositories","/blog/pipelines-as-code","/blog/prevent-crypto-mining-abuse","/blog/posting-to-your-gitlab-pages-blog-from-ios","/blog/production-grade-infra-devsecops-with-five-minute-production","/blog/public-project-minute-limits","/blog/q4-hackathon-recap","/blog/pyb-all-remote-mark-frein","/blog/quick-start-guide-for-gitlab-workspaces","/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-scan-experience","/blog/securing-the-software-supply-chain-through-automated-attestation","/blog/second-law-of-complexity-dynamics","/blog/secure-gitlab-pages-with-startssl","/blog/sentry-integration-blog-post","/blog/setting-up-the-k-agent","/blog/software-test-at-gitlab","/blog/sids-top-advice-for-startups","/blog/small-experiments-significant-results-and-learnings","/blog/speed-secure-software-delivery-devsecops","/blog/ssg-overview-gitlab-pages-part-1-dynamic-x-static","/blog/strategies-microservices-architecture","/blog/start-contributing-to-gitlab-today","/blog/summarize-my-merge-request-review","/blog/switching-sides-in-security","/blog/ten-devops-terms","/blog/take-advantage-of-git-rebase","/blog/the-changing-roles-in-devsecops","/blog/the-road-to-gitaly-1-0","/blog/the-hardware-that-powers-100k-git-repos","/blog/the-devops-platform-series-building-a-business-case","/blog/the-trouble-with-technical-interviews","/blog/there-and-back-again-in-one-release","/blog/three-new-support-tools","/blog/tips-for-better-code-review","/blog/track-machine-learning-model-experiments","/blog/top-10-gitlab-hacks","/blog/top-five-actions-owasp-2021","/blog/trends-in-version-control-land-open-source","/blog/tutorial-how-to-set-up-your-first-gitlab-ci-cd-component","/blog/twenty-twenty-through-a-bug-bounty-lens","/blog/ultimate-guide-to-ci-cd-fundamentals-to-advanced-implementation","/blog/unmasking-password-attacks-at-gitlab","/blog/upgrade-to-rails5","/blog/update-on-hiring","/blog/use-gitlab-to-detect-vulnerabilities","/blog/using-the-gitlab-ci-slash-cd-for-smart-home-configuration-management","/blog/using-child-pipelines-to-continuously-deploy-to-five-environments","/blog/verizon-customer-story","/blog/want-faster-releases-your-answer-lies-in-automated-software-testing","/blog/vscode-workflow-new-features","/blog/webcast-gitlab-86","/blog/were-combining-patch-and-security-releases","/blog/what-is-a-vp-of-scaling","/blog/what-s-new-in-git-2-50-0","/blog/what-we-learned-by-taking-our-bug-bounty-program-public","/blog/whats-new-in-git-2-46-0","/blog/why-devops-collaboration-continues-to-be-important","/blog/where-to-donate-your-devops-skills","/blog/why-gitlab-self-managed-is-the-perfect-partner-for-the-public-sector","/blog/why-manjaro-builds-with-gitlab","/blog/why-are-organizations-moving-to-a-unified-devsecops-platform","/blog/why-vaadin-chose-gitlab","/blog/why-we-shift-objectives-and-not-release-dates-at-gitlab","/blog/windows-shared-runner-beta","/blog/working-with-performance-metrics","/blog/writing-the-gitlab-book-part-1","/blog/zero-trust-at-gitlab-data-zones-and-authentication-scoring","/customers/chorus","/customers/fanatics","/customers/bab","/customers/deutsche-telekom","/customers/kiwi","/customers/hilti","/customers/airbus","/customers/new10","/customers/the-last-mile","/customers/siemens","/customers/veepee","/company/team/e-group","/press/releases/2017-11-01-gitlab-transitions-contributor-license","/press/releases/2017-01-25-buddybuild-press-release","/press/releases/2019-07-15-third-annual-gitlab-global-developer-survey","/press/releases/2018-09-19-gitlab-series-d-funding","/press/releases/2019-09-17-gitlab-raises-268m-to-expanding-leading-devops-platform","/press/releases/2020-03-18-godfrey-sullivan-joins-gitlab-board-of-directors","/press/releases/2020-05-22-gitlab-expands-industry-leading-devsecops-platform-13-0-release","/press/releases/2020-11-16-gitlab-welcomes-wendy-nice-barnes-as-cpo-and-merline-saintil-to-board","/press/releases/2021-03-30-gitlab-for-education-report-launched","/press/releases/2021-06-22-gitlab-14-delivers-modern-devops-in-one-platform","/press/releases/2021-10-13-gitlab-announces-pricing-of-initial-public-offering","/press/releases/2022-03-24-gitlab-announces-departure-of-david-hornik-from-board-of-directors","/press/releases/2022-08-23-gitlab-sixth-annual-devsecops-survey","/developer-survey/2024/ai","/get-help","/press/releases/2022-11-30-gitlab-dedicated-launches-to-meet-complex-compliance-requirements","/community/contribute","/eighteen","/press/releases/2023-06-07-gartner-magic-quadrant-for-devops-platforms-release","/press/releases/2023-09-05-gitlab-reports-second-quarter-fiscal-year-2024-financial-results","/press/releases/2023-04-18-gitlab-oracle-partner-for-ai-ml","/press/releases/2024-02-12-gitlab-to-announce-fourth-quarter-and-full-fiscal-year-2024-financial-results","/press/releases/2024-06-03-gitlab-reports-first-quarter-fiscal-year-2025-financial-results","/press/releases/2024-12-03-aws-gitlab-announce-integrated-ai-offering-to-accelerate-software-innovation-and-developer-productivity","/partners","/press/releases/2025-08-06-gitlab-aws-strategic-collaboration-agreement","/press/releases/2025-04-17-gitlab-announces-general-availability-of-gitlab-duo-with-amazon-q","/press/releases/gitlab-to-announce-third-quarter-fiscal-2025-results","/events","/privacy/cookies","/solutions/iec-62304","/stages-devops-lifecycle/package","/support/general-policies","/solutions/agile-delivery","/support/statement-of-support","/solutions/value-stream-management/dora","/security","/solutions/open-source","/","/solutions/delivery-automation","/solutions/public-sector/us-govt-support","/press","/the-source/ai/cicd-modernization-break-down-barriers-with-agentic-ai","/pricing","/topics/agentic-ai/ai-code-analysis","/topics/ci-cd/benefits-continuous-integration","/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/the-source/ai/self-hosted-ai-balance-innovation-and-security-in-government","/the-source/ai/how-ai-helps-devsecops-teams-improve-productivity","/the-source/ai/why-automotive-software-development-needs-human-centered-ai","/the-source/platform/driving-business-results-with-platform-engineering","/the-source/security/10-tips-to-prioritize-security-in-software-development","/the-source/platform/transform-your-platform-onboarding-for-higher-adoption-rates","/topics/ci-cd/continuous-integration-server","/topics/devops/what-is-a-site-reliability-engineer","/topics/devops","/topics/devops/ai-enhanced-security","/topics/devsecops/what-is-developer-first-security","/topics/gitops","/topics/version-control/benefits-distributed-version-control-system","/topics/version-control/what-is-code-review","/the-source/security/finserv-startup-constantinople-uses-devsecops-to-build-in-security","/es/forrester-wave-devops-platform","/es/customers/ally","/es/pricing/faq-jihu","/es/customers/siemens","/es/customers/intuitive-machines","/es/customers/deutsche-telekom","/why-gitlab","/es/small-business","/es/partners/technology-partners/google-cloud-platform","/es/solutions/continuous-software-compliance","/the-source/authors/chandler-gibbons","/the-source/authors/grant-hickman","/es/solutions/value-stream-management/dora","/es/solutions/gitops","/es/pricing/premium-promo","/the-source/authors/lee-faus","/es/solutions/open-source/join","/the-source/security/national-cybersecurity-strategy-a-wake-up-call-for-software-developers","/the-source","/es/topics/agile-delivery","/es/topics/ci-cd/continuous-integration-metrics","/es/topics/devops/ai-code-generation-guide","/es/topics/devsecops/three-steps-to-better-devsecops","/es/topics/devops/how-and-why-to-create-devops-platform-team","/es/topics/devops/what-is-a-devops-platform-engineer","/de-de/blog/tags/product","/de-de/blog/tags/devsecops-platform","/de-de/blog/tags/google","/de-de/blog/categories/insights","/de-de/blog/tags/collaboration","/de-de/blog/tags/aws","/de-de/blog/tags/user-stories","/es/topics/gitops/gitops-workflow","/es/gitlab-duo/agent-platform","/es/topics/version-control/benefits-distributed-version-control-system","/es/topics/version-control/what-is-code-review","/fr-fr/blog/authors/brandon-lyon","/fr-fr/blog/authors/brian-wald","/fr-fr/blog/authors/alex-fracazo","/fr-fr/blog/a-guide-to-the-breaking-changes-in-gitlab-18-0","/fr-fr/blog/authors/betsy-church","/fr-fr/blog/authors/andrea-borga","/fr-fr/blog/authors/andrew-thomas","/fr-fr/blog/authors/allison-whilden","/fr-fr/blog/authors/anton-smith","/fr-fr/blog/authors/aathira-nair","/fr-fr/blog/authors/beatriz-barbosa","/fr-fr/blog/authors/atlassian-bitbucket-github-gitlab","/fr-fr/blog/authors/carol-teskey","/fr-fr/blog/authors/cherry-han","/fr-fr/blog/authors/chris-weber","/fr-fr/blog/authors/christina-lohr","/fr-fr/blog/authors/connor-gilbert","/fr-fr/blog/authors/david-oregan","/fr-fr/blog/authors/dennis-tang","/fr-fr/blog/authors/dmitriy-job","/fr-fr/blog/authors/drew-blessing","/fr-fr/blog/authors/creighton-swank","/fr-fr/blog/authors/emilio-salvador","/fr-fr/blog/authors/daniel-mora","/fr-fr/ai-transparency-center","/fr-fr/blog/authors/eric-rosenberg","/fr-fr/blog/authors/erin-krengel-pulumi","/fr-fr/blog/authors/eva-sasson","/fr-fr/blog/authors/fernando-diaz","/fr-fr/blog/authors/gabriel-le-breton","/fr-fr/blog/authors/guest-author-andr-arko-of-ruby-together","/fr-fr/blog/authors/holly-reynolds","/fr-fr/blog/authors/gitlab-france-team","/fr-fr/blog/authors/gosia-ksionek","/fr-fr/blog/authors/jackie-meshell","/fr-fr/blog/authors/hannah-sutor","/fr-fr/blog/authors/inchul-yoo-sunjung-park","/fr-fr/blog/authors/james-dang","/fr-fr/blog/authors/jayson-salazar","/fr-fr/blog/authors/jannik-lehmann","/fr-fr/blog/authors/jeremy-cooper","/fr-fr/blog/authors/jim-thavisouk","/fr-fr/blog/authors/johanna-ambrosio","/fr-fr/blog/authors/juan-broullon","/fr-fr/blog/authors/joseph-longo","/fr-fr/blog/authors/john-sparrow","/fr-fr/blog/authors/justin-tobler","/fr-fr/blog/authors/kelly-hair","/fr-fr/blog/authors/kristian-larsson","/fr-fr/blog/authors/kyle-smith","/fr-fr/blog/authors/lee-matos","/the-source/platform","/fr-fr/blog/authors/marc-shaw","/fr-fr/blog/authors/lukas-eipert","/fr-fr/blog/authors/mathias-ewald","/fr-fr/blog/authors/matt-wilson","/fr-fr/blog/authors/mark-art","/fr-fr/blog/authors/mayra-cabrera","/fr-fr/blog/authors/michael-henriksen","/fr-fr/blog/authors/neha-khalwadekar","/fr-fr/blog/authors/mike-flouton","/fr-fr/blog/authors/nikhil-george","/fr-fr/blog/authors/oleksandr-pysaryuk","/fr-fr/blog/authors/pablo-carranza","/fr-fr/blog/authors/paul-gascou-vaillancourt","/fr-fr/blog/authors/philippe-lafoucrire","/fr-fr/blog/authors/rebecca-dodd","/fr-fr/blog/authors/pter-bozs","/fr-fr/blog/authors/rob-ribeiro","/fr-fr/blog/authors/safwan-ahmed","/fr-fr/blog/authors/sameer-farooqui-octoml","/fr-fr/blog/authors/ronald-van-zon","/fr-fr/blog/authors/sasha-bannister","/fr-fr/blog/authors/sean-packham","/fr-fr/blog/authors/sara-meadzinger","/fr-fr/blog/authors/shinya-maeda","/fr-fr/blog/authors/stan-hu","/fr-fr/blog/authors/steve-ropa","/fr-fr/blog/authors/tanuja-jayarama-raju","/fr-fr/blog/authors/tim-davis","/es/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/fr-fr/blog/authors/tyler-williams","/fr-fr/blog/authors/tomasz-maczukin","/es/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/fr-fr/blog/authors/vlad-stoianovici","/fr-fr/blog/authors/victor-hernandez","/fr-fr/blog/authors/yorick-peterse","/fr-fr/blog/developing-gitlab-duo-ai-impact-analytics-dashboard-measures-the-roi-of-ai","/fr-fr/blog/basics-of-gitlab-ci-updated","/fr-fr/blog/ensuring-compliance","/fr-fr/blog/getting-started-with-gitlab-mastering-project-management","/fr-fr/blog/gitlab-duo-amazon-q-transform-ideas-into-code-in-minutes","/fr-fr/blog/gitlab-flow-duo","/fr-fr/blog/gitlab-uncovers-bittensor-theft-campaign-via-pypi","/fr-fr/blog/how-indeed-transformed-its-ci-platform-with-gitlab","/fr-fr/blog/how-to-use-oci-images-as-the-source-of-truth-for-continuous-delivery","/fr-fr/blog/introduction-guide-to-linux-servers","/fr-fr/blog/safe-without-silos-in-gitlab","/fr-fr/blog/meet-gitlab-duo-workflow-the-future-of-ai-driven-development","/fr-fr/blog/using-child-pipelines-to-continuously-deploy-to-five-environments","/fr-fr/blog/what-is-rest-api","/fr-fr/blog/why-financial-services-choose-single-tenant-saas","/fr-fr/blog/tutorial-migrate-from-google-cloud-source-repositories-to-gitlab","/fr-fr/customers/deutsche-telekom","/fr-fr/customers/ally","/fr-fr/customers/intuitive-machines","/fr-fr/customers/siemens","/fr-fr/eighteen","/es/the-source/authors/bryan-ross","/es/the-source/authors/gitlab","/es/the-source/authors/kristina-weis","/es/the-source/authors/taylor-mccaslin","/fr-fr/get-help","/fr-fr/pricing","/fr-fr/solutions/agile-delivery","/fr-fr/partners/technology-partners/redhat","/fr-fr/solutions/jira","/fr-fr/integrations","/fr-fr/solutions/slack","/fr-fr/resources","/fr-fr/topics/agentic-ai","/fr-fr/topics/ci-cd/continuous-integration-agile","/fr-fr/topics/ci-cd/shift-left-devops","/fr-fr/solutions/education","/es/the-source/ai","/es/the-source/security","/fr-fr/topics/devops/devops-beginner-resources","/fr-fr/topics/devops/use-devops-platform-to-avoid-devops-tax","/fr-fr/topics/devsecops/devsecops-security-checklist","/fr-fr/topics/ops","/fr-fr/topics/gitops/gitops-best-practices","/fr-fr/update","/fr-fr/topics/version-control/what-are-best-code-review-tools-features","/it-it/customers/airbus","/it-it/customers/conversica","/it-it/customers/hilti","/it-it/customers/nvidia","/it-it/enterprise","/it-it/security","/it-it/partners/benefits","/fr-fr/teamops","/it-it/pricing/faq-compute-minutes","/it-it/get-started","/it-it/solutions/github","/it-it/solutions/nonprofit/partners","/it-it/pricing/premium","/it-it/solutions/startups","/fr-fr/the-source/ai/building-a-transparency-first-ai-strategy-7-questions-to-ask-your-devops","/fr-fr/the-source/security/how-gitlab-can-help-you-prepare-for-your-soc-2-exam","/fr-fr/the-source/platform/from-toolchain-chaos-to-business-roi-a-5-step-roadmap","/it-it/topics/agile-delivery/agile-methodology","/fr-fr/the-source/authors/emilio-salvador","/fr-fr/the-source/authors/andrew-haschka","/fr-fr/the-source/authors/joel-krooswyk","/fr-fr/the-source/authors/sandra-gittlen","/it-it/topics/ci-cd/continuous-integration-best-practices","/it-it/topics/cloud-native","/it-it/topics/devops/devops-test-automation","/it-it/topics/devsecops","/it-it/topics/devops/value-stream-mapping","/it-it/topics/serverless","/it-it/topics/gitops/gitops-gitlab-collaboration","/it-it/topics/version-control/what-are-gitlab-flow-best-practices","/it-it/solutions/code-suggestions","/ja-jp/blog/authors/amanda-rueda","/ja-jp/blog/authors/achilleas-pipinellis","/ja-jp/blog/accelerate-code-reviews-with-gitlab-duo-and-amazon-q","/ja-jp/blog/authors/andrew-fontaine","/ja-jp/blog/authors/alexander-dietrich","/it-it/value-stream-workshop","/ja-jp/blog/authors/angelo-stavrow","/ja-jp/blog/authors/arunoda-susiripala","/ja-jp/blog/authors/bahubali-bill-shetti","/ja-jp/blog/authors/ben-ridley","/ja-jp/blog/authors/borivoje-tasovac","/ja-jp/blog/authors/brendan-regan","/it-it/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/it-it/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/it-it/the-source/platform/high-performing-development-teams-your-business-advantage","/ja-jp/blog/authors/bryan-may","/ja-jp/blog/authors/chance-feick","/ja-jp/blog/authors/chris-baus","/it-it/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/ja-jp/blog/authors/christian-couder","/ja-jp/blog/authors/christos-bacharakis","/ja-jp/blog/authors/cormac-foster","/ja-jp/blog/authors/dan-rabinovitz","/ja-jp/blog/authors/darren-murph","/ja-jp/blog/authors/diana-logan","/ja-jp/blog/authors/david-smith","/ja-jp/blog/authors/eduardo-bonet","/ja-jp/blog/authors/dominic-couture","/ja-jp/blog/authors/emily-kyle","/ja-jp/blog/authors/erica-huang","/ja-jp/blog/authors/ethan-strike","/ja-jp/blog/authors/fabio-busatto","/ja-jp/blog/authors/forrest-brazeal","/ja-jp/blog/authors/gitlab-security-team","/ja-jp/blog/authors/george-kichukov","/ja-jp/blog/authors/greg-alfaro","/ja-jp/blog/authors/gustaw-fit-of-zoopla","/ja-jp/blog/authors/hazel-yang","/ja-jp/blog/authors/ian-bartholomew","/ja-jp/blog/authors/ivan-lychev","/ja-jp/blog/authors/jacob-vosmaer","/ja-jp/blog/authors/james-wormwell","/ja-jp/blog/authors/jason-chen","/ja-jp/blog/authors/jeff-burrows","/ja-jp/blog/authors/jeremy-watson","/ja-jp/blog/authors/jochen-roth","/ja-jp/blog/authors/john-coghlan","/ja-jp/blog/authors/joo-alexandre-prado-tavares-cunha","/ja-jp/blog/authors/julie-byrne","/ja-jp/blog/authors/josh-kodroff-pulumi","/ja-jp/blog/authors/karen-caras","/it-it/the-source/authors/ayoub-fandi","/ja-jp/blog/authors/kushal-koolwal","/ja-jp/blog/authors/lauren-barker","/ja-jp/blog/authors/kevin-chu","/ja-jp/blog/authors/lin-jen-shin","/ja-jp/blog/authors/madou-coulibaly","/ja-jp/blog/authors/marco-lenzo","/ja-jp/blog/authors/mark-loveless","/ja-jp/blog/authors/matthias-kppler","/ja-jp/blog/authors/matt-delaney","/ja-jp/blog/authors/melissa-farber","/ja-jp/blog/authors/michael-miranda","/ja-jp/blog/authors/neil-mcdonald","/ja-jp/blog/authors/olivier-dupr","/ja-jp/blog/authors/noah-ing","/ja-jp/blog/authors/mike-vanbuskirk","/it-it/the-source/authors/erika-feldman","/ja-jp/blog/authors/patricio-cano","/ja-jp/blog/authors/paul-machle","/it-it/the-source/authors/josh-lemos","/ja-jp/blog/authors/pierre-smeyers","/ja-jp/blog/authors/rachel-nienaber","/ja-jp/blog/authors/regnard-raquedan","/ja-jp/blog/authors/robert-williams","/ja-jp/blog/authors/sam-beckham","/ja-jp/blog/authors/roy-taragan","/ja-jp/blog/authors/samer-akkoub","/ja-jp/blog/authors/saumya-upadhyaya","/ja-jp/blog/authors/sarah-matthies","/ja-jp/blog/authors/sergey-nuzhdin","/ja-jp/blog/authors/steven-zinck","/ja-jp/blog/authors/stephanie-garza","/ja-jp/blog/authors/taylor-mccaslin","/ja-jp/blog/authors/sid-sijbrandij","/ja-jp/blog/authors/tim-rizzi","/it-it/the-source/authors/sharon-gaudin","/ja-jp/blog/authors/torsten-linz","/ja-jp/blog/authors/valentine-mairet","/ja-jp/blog/authors/viktor-nagy","/ja-jp/blog/authors/will-chandler","/ja-jp/blog/authors/zhaochen-li","/ja-jp/blog/ci-deployment-and-environments","/ja-jp/blog/build-a-new-website-in-a-few-easy-steps-with-gitlab-pages","/ja-jp/blog/event-report-japan-it-week-spring-2","/ja-jp/blog/developing-gitlab-duo-ai-impact-analytics-dashboard-measures-the-roi-of-ai","/ja-jp/blog/event-report-aws-summit-2025","/ja-jp/blog/getting-started-with-gitlab-understanding-ci-cd","/ja-jp/blog/gitlab-17-3-released","/ja-jp/blog/gitlab-18-01-release","/ja-jp/blog/how-to-use-oci-images-as-the-source-of-truth-for-continuous-delivery","/ja-jp/blog/how-gitlab-agile-planning-improves-collaborative-project-management","/ja-jp/blog/gitlab-named-a-leader-in-2024-gartner-magic-quadrant-for-ai-code-assistants","/ja-jp/blog/gitlab-duo-enterprise-is-now-available","/ja-jp/blog/keeping-git-commit-history-clean","/ja-jp/blog/monday-merge-2025-june-9","/ja-jp/blog/quickly-resolve-broken-ci-cd-pipelines-with-ai","/ja-jp/blog/ultimate-guide-to-migrating-from-aws-codecommit-to-gitlab","/ja-jp/blog/what-is-an-okr","/ja-jp/blog/what-is-sbom","/ja-jp/blog/the-ultimate-guide-to-sboms","/ja-jp/blog/whats-new-in-git-2-48-0","/ja-jp/customers/airbus","/ja-jp/customers/conversica","/ja-jp/customers/hackerone","/ja-jp/customers/nebulaworks","/ja-jp/developer-survey/2024/security-compliance","/ja-jp/pricing/faq-premium-update","/ja-jp/privacy","/ja-jp/software-faster","/ja-jp/partners/technology-partners/ibm","/ja-jp/solutions/continuous-software-security-assurance","/ja-jp/free-trial","/ja-jp/solutions/value-stream-management","/ja-jp/solutions/platform-engineering","/ja-jp/solutions","/ja-jp/gitlab-duo","/ja-jp/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/ja-jp/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/ja-jp/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/ja-jp/topics/ci-cd/continuous-integration-server","/ja-jp/topics/ci-cd/benefits-continuous-integration","/ja-jp/topics/devops","/ja-jp/the-source/authors/grant-hickman","/ja-jp/topics/devops/ai-enhanced-security","/ja-jp/the-source/authors/lee-faus","/ja-jp/the-source/authors/chandler-gibbons","/ja-jp/the-source","/ja-jp/topics/devops/what-is-a-site-reliability-engineer","/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/free-trial","/pt-br/customers/fullsave","/pt-br/customers/thezebra","/pt-br/customers/caci","/pt-br/customers/lockheed-martin","/pt-br/gitlab-duo","/pt-br/pricing/faq-premium-update","/pt-br/privacy","/ja-jp/the-source/security/key-security-trends-for-cisos-in-2025","/pt-br/partners/technology-partners/ibm","/pt-br/solutions/devops-platform","/pt-br/solutions/jenkins","/pt-br/solutions/visibility-measurement","/pt-br/solutions/aerospace","/pt-br/solutions/public-sector","/fr-fr/blog/categories/bulletin-board","/fr-fr/blog/categories/product","/fr-fr/blog/tags/aws","/fr-fr/blog/tags/devsecops","/fr-fr/blog/tags/integrations","/fr-fr/blog/tags/releases","/fr-fr/blog/tags/workflow","/fr-fr/blog/tags/community","/pt-br/topics/ci-cd/choose-continuous-integration-tool","/pt-br/topics/ci-cd/implement-continuous-integration","/pt-br/topics/devops/what-is-developer-experience","/pt-br/topics/devops/ai-for-coding","/pt-br/topics/devsecops/what-is-fuzz-testing","/pt-br/topics/devops/reduce-devops-costs","/pt-br/topics/gitops/infrastructure-as-code","/pt-br/topics/version-control","/pt-br/topics/version-control/what-is-git-workflow","/pt-br/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/pt-br/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer","/pt-br/the-source/ai/velocity-with-guardrails-ai-automation","/pt-br/the-source/platform/why-your-development-team-should-plan-small-to-deliver-big","/pt-br/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security","/pt-br/the-source/authors/haim-snir","/pt-br/the-source/authors/dave-steer","/pt-br/the-source/authors/ncregan","/ja-jp/blog/categories/devsecops","/ja-jp/blog/tags/git","/ja-jp/blog/tags/code-review","/ja-jp/blog/tags/solutions-architecture","/ja-jp/blog/tags/open-source","/ja-jp/blog/tags/devops","/ja-jp/blog/tags/ai-ml","/blog/categories/customer-stories","/blog/categories/unfiltered","/blog/tags/contributors","/blog/tags/careers","/blog/tags/releases","/blog/tags/news","/blog/tags/gitops","/blog/tags/devsecops","/blog/tags/testing","/blog"]}