{"id":"317866b5-2d48-4ab7-86c8-269157a7d82b","timestamp":1754078887144,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/blog/authors/fatih-acet","/de-de/blog/authors/grzegorz-bizon","/de-de/blog/authors/gabe-weaver","/de-de/blog/authors/gina-doyle","/de-de/blog/authors/gitlab","/de-de/blog/authors/aakriti-gupta","/de-de/blog/authors/akashdeep-dhar","/de-de/blog/authors/amelia-bauerly","/de-de/blog/authors/bert-van-eyck","/de-de/blog/authors/andrew-patterson","/de-de/blog/authors/anshuman-singh","/de-de/blog/authors/alexis-ginsberg","/de-de/blog/authors/christie-lenneville","/de-de/blog/authors/brian-oconnell","/de-de/blog/authors/cameron-swords","/de-de/blog/authors/charlie-ablett","/de-de/blog/authors/daniel-hauenstein","/de-de/blog/authors/dinesh-bolkensteyn","/de-de/blog/authors/deepa-mahalingam","/de-de/blog/authors/clement-ho","/de-de/blog/authors/brandon-foo","/de-de/blog/authors/dave-wentzel","/de-de/blog/authors/elliot-rushton","/de-de/blog/authors/dov-hershkovitch","/de-de/blog/authors/eric-brinkman","/de-de/blog/authors/craig-gomes","/de-de/blog/authors/erick-banks","/de-de/blog/authors/ashley-mcalpin","/de-de/blog/authors/balasankar-balu-c","/de-de/blog/authors/chris-sterry-dotscience","/de-de/blog/authors/eugenia-hannon","/de-de/blog/authors/haim-snir","/de-de/blog/authors/jake-foster","/de-de/blog/authors/igor-drozdov","/de-de/blog/authors/hillary-benson","/de-de/blog/authors/jason-yavorska","/de-de/blog/authors/jeff-tucker","/de-de/blog/authors/jacie-bandur","/de-de/blog/authors/jessica-hurwitz","/de-de/blog/authors/jan-provaznik","/de-de/blog/authors/joshua-lambert","/de-de/blog/authors/john-jeremiah","/de-de/blog/authors/juliet-wanjohi","/de-de/blog/authors/kim-lock","/de-de/blog/authors/joern-schneeweisz","/de-de/blog/authors/jos-ivn-vargas","/de-de/blog/authors/kyla-gradin-dahl","/de-de/blog/authors/manuel-kraft","/de-de/blog/authors/kathy-wang","/de-de/blog/authors/lucas-charles","/de-de/blog/authors/martynas-krupskis","/de-de/blog/authors/laurena-alves","/de-de/blog/authors/matt-nohr","/de-de/blog/authors/maximilien-belinga","/de-de/blog/authors/marin-job","/de-de/blog/authors/michael-fahey","/de-de/blog/authors/monmayuri-ray","/de-de/blog/authors/mike-bartlett","/de-de/blog/authors/nupur-sharma","/de-de/blog/authors/nico-meisenzahl","/de-de/blog/authors/ottilia-westerlund","/de-de/blog/authors/patty-cheung","/de-de/blog/authors/roman-kuba","/de-de/blog/authors/pranay-bakre","/de-de/blog/authors/phil-hughes","/de-de/blog/authors/ray-paik","/de-de/blog/authors/rutvik-shah","/de-de/blog/authors/sam-wiskow","/de-de/blog/authors/rmy-coutable","/de-de/blog/authors/sarup-banskota","/de-de/blog/authors/santiago-ruano-rincn","/de-de/blog/authors/sri-rangan","/de-de/blog/authors/steve-azzopardi","/de-de/blog/authors/shawn-winters","/de-de/blog/authors/sean-arnold","/de-de/blog/authors/susie-bitters","/de-de/blog/authors/thiago-figueir","/de-de/blog/authors/tom-cooney","/de-de/blog/authors/vitor-meireles-de-sousa","/de-de/blog/authors/tsvi-zandany","/de-de/blog/authors/vick-kelkar","/de-de/blog/authors/yannis-roussos","/de-de/blog/getting-started-with-gitlab-understanding-ci-cd","/de-de/blog/automating-with-gitlab-duo-part-2-complex-testing","/de-de/blog/gitlab-duo-chat-gets-agentic-ai-makeover","/de-de/blog/developing-gitlab-duo-ai-impact-analytics-dashboard-measures-the-roi-of-ai","/de-de/blog/gitlab-named-a-leader-in-2024-gartner-magic-quadrant-for-ai-code-assistants","/de-de/blog/how-to-transform-compliance-observation-management-with-gitlab","/de-de/blog/how-gitlab-can-support-your-iso-compliance-journey","/de-de/blog/meet-gitlab-duo-workflow-the-future-of-ai-driven-development","/de-de/blog/introducing-gitlabs-new-planner-role-for-agile-planning-teams","/de-de/blog/scrum-project-management-how-it-works","/de-de/blog/what-is-a-linux-server","/de-de/blog/the-co-create-program-how-customers-are-collaborating-to-build-gitlab","/de-de/blog/why-now-is-the-time-for-embedded-devsecops","/de-de/blog/ensuring-compliance","/de-de/blog/what-is-open-source-software","/de-de/blog/unlocking-agile-excellence-gitlab-epics-for-seamless-portfolio-management","/de-de/blog/3-surprising-findings-from-our-2024-global-devsecops-survey","/de-de/solutions/github","/de-de/customers/bab","/de-de/customers/dunelm","/de-de/customers/iron-mountain","/de-de/customers/thales","/de-de/pricing/faq-improved-billing-and-subscription-management","/de-de/why-gitlab","/blog/a-creative-agencys-gitlab-wishlist","/de-de/security","/blog/2019-year-in-review","/blog/5-teams-that-made-the-switch-to-gitlab-ci-cd","/blog/6-tips-to-make-software-developer-hiring-easier","/blog/3rd-annual-bug-bounty-contest","/blog/13-0-contributor-experience-update","/blog/8-tips-to-help-you-work-better-with-git","/de-de/topics/single-application","/de-de/topics/continuous-delivery","/de-de/getting-started-videos","/de-de/topics/devops/what-is-a-devops-engineer","/de-de/topics/gitops/gitops-multicloud-deployments-gitlab","/de-de/topics/agile-delivery/agile-ppm","/de-de/topics/devsecops/sast-vs-dast","/de-de/enterprise","/blog/a-look-at-devops-salaries","/blog/a-year-of-iteration","/de-de/topics/devops/devops-tools-explained","/blog/advanced-devsecops-practices","/blog/agile-mindset","/blog/achieving-23-cost-savings-and-36-performance-gain-using-gitlab-and-gitlab-runner-on-arm-neoverse-based-aws-graviton2-processor","/blog/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/blog/amazon-linux-2-service-ready-partner","/blog/announcing-100m-series-d-funding","/de-de/topics/ci-cd/continuous-integration-continuous-delivery-work-together","/de-de/topics/version-control/what-is-centralized-version-control-system","/blog/api-v3-removal-impending","/blog/are-you-ready-for-the-newest-era-of-devsecops","/de-de/solutions/startups","/blog/async-sketching","/de-de/pricing/premium/why-upgrade","/blog/authors/andy-bradfield","/blog/authors/abdulkader-benchi","/blog/authors/anton-smith","/blog/authors/alex-groleau","/blog/authors/alyssa-rock","/blog/authors/andreas-brandl","/blog/authors/ashley-smith","/blog/authors/cameron-swords","/blog/authors/betsy-bula","/blog/authors/brandon-foo","/blog/authors/bart-zhang","/blog/authors/brian-oconnell","/blog/authors/charlie-ablett","/blog/authors/chris-sterry-dotscience","/blog/authors/clement-ho","/blog/authors/christie-lenneville","/blog/authors/craig-gomes","/blog/authors/daniel-hauenstein","/blog/authors/dave-steer","/blog/authors/dean-agron-co-founder-and-ceo-oxeye","/blog/authors/dimitrie-hoekstra","/de-de/partners/technology-partners/aws","/blog/authors/douwe-maan","/blog/authors/elisabeth-burrows","/blog/authors/enrique-alcntara","/blog/authors/eugene-lim","/blog/authors/erich-wegscheider","/blog/authors/farnoosh-seifoddini","/blog/authors/gitlab-vulnerability-research-team","/blog/authors/gerardo-lopez-fernandez","/blog/authors/frdric-caplette","/blog/authors/gyan-chawdhary","/blog/authors/greg-myers","/blog/authors/heather-mcnamee","/blog/authors/ian-khor","/blog/authors/jacques-erasmus","/blog/authors/jamie-hurewitz","/blog/authors/ivan-nemytchenko","/blog/authors/jason-colyer","/blog/authors/jeff-kelsey","/blog/authors/jerez-solis","/blog/authors/joe-randazzo","/blog/authors/john-crowley","/blog/authors/joo-alexandre-prado-tavares-cunha","/blog/authors/josh-feehs","/blog/authors/kamil-trzciski","/blog/authors/julian-thome","/blog/authors/kristina-weis","/blog/authors/kendra-marquart","/blog/authors/lee-matos","/blog/authors/kymberlee-price","/blog/authors/marc-shaw","/blog/authors/lukas-eipert","/blog/authors/mark-art","/blog/authors/mathias-ewald","/blog/authors/matt-wilson","/blog/authors/mayra-cabrera","/blog/authors/michael-henriksen","/blog/authors/mike-flouton","/blog/authors/nate-rosandich","/blog/authors/nico-meisenzahl","/blog/authors/nupur-sharma","/blog/authors/orit-golowinski","/blog/authors/pedro-fortuna","/blog/authors/raimund-hook","/blog/authors/patrick-steinhardt","/blog/authors/pj-metz","/blog/authors/roger-woo","/blog/authors/ricardo-amarilla-villalba","/blog/authors/samuel-alfageme","/blog/authors/sam-kerr","/blog/authors/rupert-douglas","/blog/authors/seth-berger","/blog/authors/sarah-odonnell","/blog/authors/scott-de-jonge","/blog/authors/siddharth-mathur","/blog/authors/stephen-mcguinness","/blog/authors/sunil-kowlgi","/blog/authors/taylor-murphy","/blog/authors/trevor-knudsen","/blog/authors/tina-sturgis","/blog/authors/valerie-silverthorne","/blog/authors/vincent-jong","/blog/authors/will-leidheiser","/blog/auto-devops-enabled-by-default","/blog/aws-devsecops-competency-partner","/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/blog/automation-check-in-and-rate-limit-changes-on-gitlab-dot-com","/blog/balancing-career-and-baby","/blog/best-life-best-work","/blog/beginner-guide-python-programming","/blog/building-an-award-winning-culture-at-gitlab","/blog/build-and-run-containers-in-remote-development-workspaces","/blog/better-code-reviews","/blog/building-gitlab-with-gitlabcom-how-gitlab-inspired-dedicated","/blog/bridging-the-visibility-gap-in-software-supply-chain-security","/blog/can-chatgpt-resolve-gitlab-issues","/blog/celebrating-gits-20th-anniversary-with-creator-linus-torvalds","/blog/certification-discount-code-debrief","/blog/choosing-git-management-solution","/blog/cloud-adoption-roadmap","/blog/ci-cd-market-consolidation","/blog/code-suggestions-for-all-during-beta","/blog/collaboration-techniques-for-distributed-teams","/blog/comparing-confusing-terms-in-github-bitbucket-and-gitlab","/blog/considerations-for-going-hybrid-remote","/blog/continuous-integration-ticketmaster","/blog/contributions-to-latest-git-release","/blog/composition-analysis-group-deprecations","/blog/creating-a-transparent-digital-democracy","/blog/coordinating-documentation-projects-gitlab","/blog/day-in-life-of-remote-sdr","/blog/customer-interview-charter-communications","/blog/delayed-deletion","/blog/designing-for-the-modern-developer-recap","/blog/deploy-a-server-using-go-with-gitlab-google-cloud","/blog/developer-security-divide","/blog/developing-gitlab-duo-how-we-validate-and-test-ai-models-at-scale","/blog/devsecops-agentic-ai-now-on-gitlab-self-managed-ultimate-on-aws","/blog/dockerizing-review-apps","/blog/devops-is-at-the-center-of-gitlab","/blog/did-you-install-gitlab-from-source-recently-check-your-git-version","/blog/dunelm-strengthens-business-by-enhancing-its-devsecops-culture","/blog/efficient-free-tier","/blog/elite-team-strategies-to-secure-software-supply-chains","/blog/engineering-director-shadow","/blog/enhancing-gitlab-with-improved-data-filtering-and-visualizations","/blog/everyone-who-has-contributed","/blog/explaining-gitlab-bugs","/blog/farewell-google-code-hello-gitlab-dot-com","/blog/feature-highlight-approve-merge-request","/blog/finserv-how-to-implement-gitlabs-separation-of-duties-features","/blog/five-principles-that-make-it-easier-for-people-to-love-your-company-culture","/blog/feature-highlight-push-to-remote-repository","/blog/five-ways-to-streamline-cloud-adoption","/blog/gartner-peer-choice-gitlab-2018","/blog/funny-gitlab-remote-meetings","/blog/freedesktop-org-migrates-to-gitlab","/blog/get-ready-for-new-gitlab-web-ide","/blog/getting-started-gitlab-and-shippable","/blog/getting-started-with-gitlab-how-to-manage-users","/blog/git-pull-vs-git-fetch-whats-the-difference","/blog/git-fetch-performance-2021-part-2","/blog/github-enterprise-vs-gitlab-enterprise-edition","/blog/gitlab-16-11-release","/blog/gitlab-17-11-released","/blog/gitlab-achieves-kcsp-status","/blog/gitlab-advanced-sast-is-now-generally-available","/blog/gitlab-17-9-released","/blog/gitlab-and-redhat-automation","/blog/gitlab-apis-ci","/blog/gitlab-ci-event-workflows","/blog/gitlab-catches-mongodb-go-module-supply-chain-attack","/blog/gitlab-com-artifacts-cdn-change","/blog/gitlab-commit-london-speakers","/blog/gitlab-critical-patch-release-16-10-10-16-9-11-16-8-10-16-7-10-16-6-10-16-5","/blog/gitlab-dot-com-database-incident","/blog/gitlab-critical-security-release-16-8-1-16-7-4-16-6-6-16-5-8","/blog/gitlab-duo-enterprise-is-now-available","/blog/gitlab-ee-license-change","/blog/gitlab-duo-amazon-q-transform-ideas-into-code-in-minutes","/blog/gitlab-for-designers","/blog/gitlab-fan-profile","/blog/gitlab-google-cloud-integrations-now-in-public-beta","/blog/gitlab-heroes-unmasked-elevating-my-company-using-gitlab","/blog/gitlab-is-now-a-member-of-the-owasp-foundation","/blog/gitlab-joins-cd-foundation","/blog/gitlab-inc-takes-the-devops-platform-public","/blog/gitlab-issue-bash-december-2017","/blog/gitlab-master-plan","/blog/gitlab-leader-forrester-wave-integrated-software-delivery-platforms","/blog/gitlab-named-a-leader-in-the-2024-gartner-magic-quadrant-for-devops","/blog/gitlab-now-supports-sha256-repositories","/blog/gitlab-oracle-cloud-arm-based","/blog/gitlab-patch-release-17-10-4-17-9-6-17-8-7","/blog/gitlab-patch-release-17-5-2-17-4-4-17-3-7","/blog/gitlab-patch-release-17-9-5","/blog/gitlab-pages-update","/blog/gitlab-reduced-merge-conflicts-by-90-percent-with-changelog-placeholders","/blog/gitlab-premium-update","/blog/gitlab-rotating-omnibus-linux-package-signing-key","/blog/gitlab-security-release-16-9-2-16-8-4-16-7-7","/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-welcomes-janelle-romano-and-patty-molthen-to-federal-advisory-board","/blog/gitlabs-application-for-y-combinator-winter-2015","/blog/gitlab-ux-update","/blog/gitops-done-3-ways","/blog/gitops-with-gitlab","/blog/gko-on-ocp","/blog/goldman-sachs-partners-with-gitlab-for-next-gen-platform-strategies","/blog/guide-to-rest-api","/blog/hey-data-teams-we-are-working-on-a-tool-just-for-you","/blog/gpg-key-for-gitlab-package-repositories-metadata-changing","/blog/how-being-public-by-default-in-security-builds-trust","/blog/hosted-runners-for-gitlab-dedicated-available-in-beta","/blog/how-enterprise-dev-teams-use-gitlab-mattermost-chatops","/blog/how-gitlab-empowers-translators-with-more-context","/blog/how-gitlabs-customer-and-partner-focus-fuels-our-culture","/blog/how-gitlab-protects-your-ip","/blog/how-is-ai-ml-changing-devops","/blog/how-secret-detection-can-proactively-revoke-leaked-credentials","/blog/how-the-dora-metrics-can-help-devops-team-performance","/blog/how-to-easily-launch-gitlab-through-cloud-marketplaces","/blog/how-to-configure-dast-full-scans-for-complex-web-applications","/blog/how-to-automate-creation-of-runners","/blog/how-to-harden-your-self-managed-gitlab-instance","/blog/how-to-benchmark-security-tools","/blog/how-to-keep-your-fork-up-to-date-with-its-origin","/blog/how-to-read-open-source-finding-middleman-callbacks","/blog/how-to-navigate-the-great-resignation","/blog/how-to-spot-development-issues","/blog/how-we-built-a-stack-overflow-community-questions-analyzer-and-you-can-too","/blog/how-to-tailor-gitlab-access-with-custom-roles","/blog/how-tomorrows-tech-affects-sw-dev","/blog/how-we-made-gitlab-more-secure-in-twenty-twenty","/blog/how-were-improving-self-managed-billing","/blog/how-we-use-gitlab-to-grow-open-source-communities","/blog/how-we-scale-gitlab-by-having-docker-built-in","/blog/illustrations-and-icons-on-gitlab-com","/blog/improve-security-auditing-with-gitlab-operational-container-scanning","/blog/incident-management-with-aws-cloudwatch","/blog/inside-gitlabs-code-review-flow","/blog/interactive-take-a-guided-tour-of-the-devsecops-workflow","/blog/introducing-autoscaling-gitlab-runners-on-aws-fargate","/blog/install-gitlab-one-click-gcp-marketplace","/de-de/the-source/ai/how-to-put-generative-ai-to-work-in-your-devsecops-environment","/blog/introducing-gitlab-s-integrated-development-environment","/de-de/the-source/security/how-to-strengthen-security-by-applying-devsecops-principles","/blog/introducing-resource-groups","/de-de/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/blog/is-serverless-the-end-of-ops","/blog/introducing-the-infrastructure-bill-of-materials","/blog/iteration-on-error-tracking","/blog/june-events","/blog/jobs-to-be-done-interviews","/blog/kubecon-eu-cfp-support","/blog/keeping-your-development-dry","/blog/kubernetes-terminology","/de-de/the-source/authors/julie-griffin","/blog/learn-python-with-pj-part-2","/blog/lendlease-driving-change-with-gitlab","/blog/letter-from-shareholders","/blog/look-into-gitlab-infrastructure","/blog/making-gitlab-better-for-large-open-source-projects","/de-de/the-source/authors/stephen-walters","/de-de/the-source/authors/george-kichukov","/de-de/the-source/authors/brian-wald","/blog/manager-of-frances-fr-domain-selects-gitlab","/blog/mapping-work-to-do-versus-time-with-burndown-charts","/blog/meet-the-2023-gitlab-partner-of-the-year-award-winners","/blog/measuring-ai-effectiveness-beyond-developer-productivity-metrics","/blog/merge-trains-explained","/blog/minor-breaking-change-dependency-proxy","/blog/migrating-from-bamboo-to-gitlab-cicd","/blog/modernize-your-ci-cd","/blog/more-granular-product-usage-insights-for-gitlab-self-managed-and-dedicated","/blog/notice-for-gitkraken-users-with-gitlab","/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/new-to-devops-take-our-devops-for-beginners-quiz","/blog/open-core-is-worse-than-plugins","/blog/old-runners-stop-working","/blog/operating-as-gitlab-inc","/blog/our-handbook-is-open-source-heres-why","/blog/overcome-ai-sprawl-with-a-value-stream-management-approach","/blog/parent-child-vs-multi-project-pipelines","/blog/perforce-launches-gitswarm-based-on-gitlab","/blog/pipeline-editor-overview","/blog/positive-outcomes-ci-cd","/blog/prepare-now-docker-hub-rate-limits-will-impact-gitlab-ci-cd","/blog/pyb-all-remote-mark-frein","/blog/production-grade-infra-devsecops-with-five-minute-production","/blog/public-project-minute-limits","/blog/q4-hackathon-recap","/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-board-meeting","/blog/remote-work-done-right","/blog/securing-the-software-supply-chain-through-automated-attestation","/blog/responding-to-ghost","/blog/sentry-integration-blog-post","/blog/secure-gitlab-pages-with-startssl","/blog/security-scan-experience","/blog/rust-programming-language","/blog/second-law-of-complexity-dynamics","/blog/sids-top-advice-for-startups","/blog/small-experiments-significant-results-and-learnings","/blog/setting-up-the-k-agent","/blog/software-test-at-gitlab","/blog/speed-secure-software-delivery-devsecops","/blog/start-contributing-to-gitlab-today","/blog/ssg-overview-gitlab-pages-part-1-dynamic-x-static","/blog/summarize-my-merge-request-review","/blog/strategies-microservices-architecture","/blog/switching-sides-in-security","/blog/take-advantage-of-git-rebase","/blog/ten-devops-terms","/blog/the-trouble-with-technical-interviews","/blog/the-road-to-gitaly-1-0","/blog/the-changing-roles-in-devsecops","/blog/the-devops-platform-series-building-a-business-case","/blog/there-and-back-again-in-one-release","/blog/the-hardware-that-powers-100k-git-repos","/blog/tips-for-better-code-review","/blog/three-new-support-tools","/blog/top-10-gitlab-hacks","/blog/top-five-actions-owasp-2021","/blog/track-machine-learning-model-experiments","/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/trends-in-version-control-land-open-source","/blog/update-on-hiring","/blog/unmasking-password-attacks-at-gitlab","/blog/upgrade-to-rails5","/blog/use-gitlab-to-detect-vulnerabilities","/blog/verizon-customer-story","/blog/using-the-gitlab-ci-slash-cd-for-smart-home-configuration-management","/blog/vscode-workflow-new-features","/blog/using-child-pipelines-to-continuously-deploy-to-five-environments","/blog/webcast-gitlab-86","/blog/what-is-a-vp-of-scaling","/blog/want-faster-releases-your-answer-lies-in-automated-software-testing","/blog/were-combining-patch-and-security-releases","/blog/what-s-new-in-git-2-50-0","/blog/what-we-re-reading","/blog/whats-new-in-git-2-47-0","/blog/whiteboarding-remote-work-superpower","/blog/why-did-we-choose-to-integrate-fluxcd-with-gitlab","/blog/why-gitops-should-be-workflow-of-choice","/blog/why-we-use-rails-to-build-gitlab","/blog/why-basic-security-practices-matter-for-everyone","/blog/why-we-are-not-leaving-the-cloud","/blog/why-move-to-gitlab","/de-de/the-source/platform","/blog/working-at-gitlab-30-days-later","/blog/world-tour-amplify-your-code","/blog/zero-trust-at-gitlab-problems-goals-challenges","/customers/glympse","/blog/year-of-kubernetes","/customers/intuitive-machines","/customers/lockheed-martin","/customers/bitpanda","/compliance/hipaa-compliance","/customers/paessler","/customers/sopra-steria","/customers/worldline","/customers/trendyol","/customers/duncan-aviation","/customers/ally","/customers/cook-county","/devsecops-assessment","/press/releases/2022-08-23-gitlab-sixth-annual-devsecops-survey","/press/releases/2017-01-25-buddybuild-press-release","/press/releases/2022-11-30-gitlab-dedicated-launches-to-meet-complex-compliance-requirements","/press/releases/2018-09-19-gitlab-series-d-funding","/press/releases/2021-03-30-gitlab-for-education-report-launched","/press/releases/2020-05-22-gitlab-expands-industry-leading-devsecops-platform-13-0-release","/press/releases/2019-07-15-third-annual-gitlab-global-developer-survey","/press/releases/2020-03-18-godfrey-sullivan-joins-gitlab-board-of-directors","/press/releases/2020-11-16-gitlab-welcomes-wendy-nice-barnes-as-cpo-and-merline-saintil-to-board","/press/releases/2021-10-13-gitlab-announces-pricing-of-initial-public-offering","/press/releases/2021-06-22-gitlab-14-delivers-modern-devops-in-one-platform","/press/releases/2022-03-24-gitlab-announces-departure-of-david-hornik-from-board-of-directors","/press/releases/2017-11-01-gitlab-transitions-contributor-license","/press/releases/2019-09-17-gitlab-raises-268m-to-expanding-leading-devops-platform","/press/releases/2023-04-18-gitlab-oracle-partner-for-ai-ml","/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/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/2025-04-17-gitlab-announces-general-availability-of-gitlab-duo-with-amazon-q","/press/releases/gitlab-chief-financial-officer-to-present-at-the-barclays-22nd-annual-global-technology-conference","/press/releases/2024-12-03-aws-gitlab-announce-integrated-ai-offering-to-accelerate-software-innovation-and-developer-productivity","/pricing/faq-improved-billing-and-subscription-management","/solutions/jenkins","/gartner-magic-quadrant","/community/newsletter","/solutions/public-sector/fedramp","/partners","/support/general-policies","/support/statement-of-support","/stages-devops-lifecycle/package","/solutions/finance","/professional-services","/events/epic-conference/london","/services","/pricing/premium","/topics/agile-delivery/agile-methodology","/","/solutions/value-stream-management/dora","/topics/ci-cd/cloud-native-continuous-integration","/topics/ci-cd/pipeline-as-code","/topics/devops/build-a-devops-team","/topics/devsecops/beginners-guide-to-container-security","/topics/devops/the-role-of-ai-in-devops","/topics/gitops/gitlab-enables-infrastructure-as-code","/topics/microservices","/topics/version-control/software-team-collaboration","/topics/version-control/what-is-gitlab-flow","/solutions/code-suggestions","/es/gartner-mq-ai-code-assistants","/es/integrations","/es/customers/mckenzie-intelligence-services","/es/pricing/licensing-faq/cloud-licensing","/es/customers/carfax","/es/customers/glympse","/es/solutions/finance","/press","/es/calculator","/es/solutions/startups/google-cloud","/es/search","/the-source/platform/accelerate-embedded-development-in-software-defined-vehicles","/es/developer-experience","/the-source/security/devsecops-the-key-to-modern-security-resilience","/the-source/platform/whats-next-in-devsecops-for-public-sector","/es/platform","/es/topics/agile-delivery/agile-methodology","/the-source/platform/from-toolchain-chaos-to-business-roi-a-5-step-roadmap","/the-source/security/how-gitlab-can-help-you-prepare-for-your-soc-2-exam","/the-source/ai/three-ways-to-operationalize-ai-for-engineering-teams","/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/the-source/security/the-future-of-devops-education-needs-to-include-security","/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/the-source/ai/how-to-put-generative-ai-to-work-in-your-devsecops-environment","/the-source/ai/dora-insights-where-is-ai-really-driving-developer-productivity","/es/topics/cloud-native","/es/topics/devsecops","/es/topics/ci-cd/continuous-integration-best-practices","/es/topics/serverless","/es/topics/devops/devops-test-automation","/es/topics/gitops/gitops-gitlab-collaboration","/es/topics/devops/value-stream-mapping","/es/topics/version-control/what-are-gitlab-flow-best-practices","/fr-fr/blog/authors/allie-holland","/es/value-stream-workshop","/fr-fr/blog/a-beginners-guide-to-the-git-reftable-format","/fr-fr/blog/authors/alana-bellucci","/fr-fr/blog/authors/aaron-peters-member-good-docs-project","/fr-fr/blog/authors/andrew-taylor","/fr-fr/blog/authors/ashley-smith","/fr-fr/blog/authors/anthony-davanzo","/fr-fr/blog/authors/ameya-darshan","/the-source/authors/jlongo","/the-source/authors/andrew-haschka","/the-source/authors/derek-debellis","/the-source/authors/sabrina-farmer","/fr-fr/blog/authors/bart-zhang","/fr-fr/blog/authors/betsy-bula","/fr-fr/blog/authors/brandon-jung","/fr-fr/blog/authors/carl-myers","/fr-fr/blog/authors/brian-rhea","/fr-fr/blog/authors/charvi-mendiratta","/fr-fr/blog/authors/chris-ward","/fr-fr/blog/authors/colin-fletcher","/fr-fr/blog/authors/christina-hupy-phd","/fr-fr/blog/authors/daniel-helfand","/fr-fr/blog/authors/craig-miskell","/fr-fr/blog/authors/david-desanto-chief-product-officer-gitlab","/fr-fr/blog/authors/dennis-appelt","/fr-fr/blog/authors/dj-mountney","/fr-fr/blog/authors/dr-elle-obrien","/fr-fr/blog/authors/emilie-schario","/fr-fr/blog/authors/gabriel-engel","/fr-fr/blog/authors/eric-eastwood","/fr-fr/blog/authors/erika-feldman","/fr-fr/blog/authors/fatima-sarah-khalid","/fr-fr/blog/authors/ev-kontsevoy","/fr-fr/blog/authors/goetz-buerkle","/fr-fr/blog/authors/gitlab-ai-assisted-group","/fr-fr/blog/authors/guenjun-yoo","/fr-fr/blog/authors/hakeem-abdul-razak","/fr-fr/blog/authors/hiroki-suezawa","/fr-fr/blog/authors/igor-wiedler","/fr-fr/blog/authors/jacki-bauer","/fr-fr/blog/authors/jake-stein","/fr-fr/blog/authors/jay-newman","/fr-fr/blog/authors/jim-riley","/fr-fr/blog/authors/janis-altherr","/fr-fr/blog/authors/jensen-stava","/es/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/fr-fr/blog/authors/joey-salazar","/fr-fr/blog/authors/john-mcguire","/es/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/es/the-source/platform/high-performing-development-teams-your-business-advantage","/fr-fr/blog/authors/jose-finotto","/es/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/fr-fr/blog/authors/justin-farris","/fr-fr/blog/authors/joyce-tompsett","/fr-fr/blog/authors/keanon-okeefe","/fr-fr/blog/authors/kirsten-abma","/fr-fr/blog/authors/lee-faus","/fr-fr/blog/authors/kyle-mann","/fr-fr/blog/authors/luka-trbojevic","/fr-fr/blog/authors/marc-radulescu","/fr-fr/blog/authors/mario-de-la-ossa","/fr-fr/blog/authors/michael-friedrich","/fr-fr/blog/authors/matej-latin","/fr-fr/blog/authors/mayank-tahilramani","/fr-fr/blog/authors/matt-smiley","/fr-fr/blog/authors/mike-eddington","/fr-fr/blog/authors/nate-rosandich","/fr-fr/blog/authors/nicole-schwartz","/fr-fr/blog/authors/owen-williams","/fr-fr/blog/authors/paul-badcock","/fr-fr/blog/authors/nuritzi-sanchez","/fr-fr/blog/authors/philip-welz","/fr-fr/blog/authors/priyanka-sharma","/fr-fr/blog/authors/rob-jackson","/fr-fr/blog/authors/sacha-guyon","/fr-fr/blog/authors/rayana-verissimo","/fr-fr/blog/authors/romuald-atchad","/fr-fr/blog/authors/sean-mcgivern","/fr-fr/blog/authors/samantha-lee","/fr-fr/blog/authors/sascha-eggenberger","/fr-fr/blog/authors/sara-kassabian","/fr-fr/blog/authors/sherida-mcmullan","/fr-fr/blog/authors/stacy-cline","/fr-fr/blog/authors/steve-grossman","/fr-fr/blog/authors/thong-kuah","/fr-fr/blog/authors/tomas-vik","/fr-fr/blog/authors/suzanne-selhorn","/fr-fr/blog/authors/tye-davis","/fr-fr/blog/authors/vlad-budica","/fr-fr/blog/authors/vicky-steeves","/fr-fr/blog/authors/yevgeny-pats","/fr-fr/blog/developing-gitlab-duo-blending-ai-and-root-cause-analysis-to-fix-ci-cd","/fr-fr/blog/getting-started-with-gitlab-understanding-ci-cd","/fr-fr/blog/gitlab-duo-enterprise-is-now-available","/fr-fr/blog/exact-code-search-find-code-faster-across-repositories","/fr-fr/blog/gitlab-named-a-leader-in-the-2024-gartner-magic-quadrant-for-devops","/fr-fr/blog/automating-with-gitlab-duo-part-3-validating-testing","/fr-fr/blog/how-to-integrate-custom-security-scanners-into-gitlab","/fr-fr/blog/introducing-custom-compliance-frameworks-in-gitlab","/fr-fr/blog/quickly-resolve-broken-ci-cd-pipelines-with-ai","/fr-fr/blog/kubernetes-the-container-orchestration-solution","/fr-fr/blog/ultimate-guide-to-migrating-from-aws-codecommit-to-gitlab","/fr-fr/blog/the-co-create-program-how-customers-are-collaborating-to-build-gitlab","/fr-fr/blog/how-gitlab-can-support-your-iso-compliance-journey","/fr-fr/blog/what-is-a-hackathon","/fr-fr/blog/whats-new-in-git-2-46-0","/fr-fr/customers/connect-i","/fr-fr/gartner-magic-quadrant","/fr-fr/customers/nebulaworks","/fr-fr/professional-services","/fr-fr/customers/hackerone","/es/the-source/authors/ayoub-fandi","/es/the-source/authors/erika-feldman","/fr-fr/pricing/feature-comparison","/es/the-source/authors/josh-lemos","/es/the-source/authors/sharon-gaudin","/fr-fr/topics/agentic-ai","/fr-fr/solutions/agile-delivery","/fr-fr/topics/ci-cd/shift-left-devops","/fr-fr/topics/devops/use-devops-platform-to-avoid-devops-tax","/fr-fr/topics/devops/devops-beginner-resources","/fr-fr/topics/ci-cd/continuous-integration-agile","/fr-fr/topics/ops","/fr-fr/update","/fr-fr/topics/devsecops/devsecops-security-checklist","/fr-fr/topics/gitops/gitops-best-practices","/fr-fr/solutions/open-source/join","/fr-fr/install","/fr-fr/topics/version-control/what-are-best-code-review-tools-features","/it-it/customers/nvidia","/it-it/enterprise","/it-it/getting-started-videos","/it-it/customers/airbus","/it-it/customers/hilti","/it-it/customers/conversica","/it-it/pricing/faq-jihu","/it-it/solutions/jenkins","/it-it/partners/technology-partners/google-cloud-platform","/fr-fr/contact-sales","/it-it/solutions/value-stream-management/dora","/fr-fr/developer-survey/2024/security-compliance","/de-de/blog/categories/product","/fr-fr/partners/technology-partners","/fr-fr/teamops","/de-de/blog/categories/ai-ml","/it-it/pricing/premium-promo","/it-it/topics/ci-cd/benefits-continuous-integration","/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/software-faster","/it-it/topics/version-control/what-is-git-version-control","/it-it/topics/version-control/how-implement-version-control","/ja-jp/blog/authors/amelia-bauerly","/ja-jp/blog/authors/aakriti-gupta","/ja-jp/blog/authors/andrew-patterson","/ja-jp/blog/authors/alexis-ginsberg","/ja-jp/blog/authors/akashdeep-dhar","/ja-jp/blog/authors/anshuman-singh","/ja-jp/blog/authors/ashley-mcalpin","/fr-fr/the-source/ai/building-a-transparency-first-ai-strategy-7-questions-to-ask-your-devops","/ja-jp/blog/authors/balasankar-balu-c","/fr-fr/the-source/platform/from-toolchain-chaos-to-business-roi-a-5-step-roadmap","/fr-fr/the-source/security/how-gitlab-can-help-you-prepare-for-your-soc-2-exam","/ja-jp/blog/authors/bert-van-eyck","/ja-jp/blog/authors/brandon-foo","/ja-jp/analysts","/ja-jp/blog/authors/brian-oconnell","/ja-jp/blog/authors/cameron-swords","/ja-jp/blog/authors/charlie-ablett","/ja-jp/blog/authors/christie-lenneville","/ja-jp/blog/authors/chris-sterry-dotscience","/ja-jp/blog/authors/craig-gomes","/ja-jp/blog/authors/daniel-hauenstein","/ja-jp/blog/authors/clement-ho","/ja-jp/blog/authors/dave-wentzel","/ja-jp/blog/authors/deepa-mahalingam","/ja-jp/blog/authors/dinesh-bolkensteyn","/ja-jp/blog/authors/eric-brinkman","/ja-jp/blog/authors/elliot-rushton","/ja-jp/blog/authors/dov-hershkovitch","/ja-jp/blog/authors/erick-banks","/ja-jp/blog/authors/eugenia-hannon","/ja-jp/blog/authors/fatih-acet","/ja-jp/blog/authors/gabe-weaver","/fr-fr/the-source/authors/joel-krooswyk","/fr-fr/the-source/authors/andrew-haschka","/fr-fr/the-source/authors/sandra-gittlen","/fr-fr/the-source/authors/emilio-salvador","/ja-jp/blog/authors/gina-doyle","/ja-jp/blog/authors/gitlab","/ja-jp/blog/authors/grzegorz-bizon","/ja-jp/blog/authors/haim-snir","/ja-jp/blog/authors/igor-drozdov","/ja-jp/blog/authors/hillary-benson","/ja-jp/blog/authors/jacie-bandur","/ja-jp/blog/authors/jake-foster","/ja-jp/blog/authors/jan-provaznik","/ja-jp/blog/authors/jason-yavorska","/ja-jp/blog/authors/jeff-tucker","/ja-jp/blog/authors/jessica-hurwitz","/ja-jp/blog/authors/joern-schneeweisz","/ja-jp/blog/authors/jos-ivn-vargas","/ja-jp/blog/authors/john-jeremiah","/ja-jp/blog/authors/juliet-wanjohi","/ja-jp/blog/authors/joshua-lambert","/ja-jp/blog/authors/kathy-wang","/ja-jp/blog/authors/kim-lock","/ja-jp/blog/authors/kyla-gradin-dahl","/ja-jp/blog/authors/laurena-alves","/ja-jp/blog/authors/lucas-charles","/ja-jp/blog/authors/manuel-kraft","/it-it/the-source/security/key-security-trends-for-cisos-in-2025","/ja-jp/blog/authors/marin-job","/it-it/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/ja-jp/blog/authors/martynas-krupskis","/it-it/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/ja-jp/blog/authors/maximilien-belinga","/ja-jp/blog/authors/matt-nohr","/it-it/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/ja-jp/blog/authors/monmayuri-ray","/ja-jp/blog/authors/michael-fahey","/ja-jp/blog/authors/mike-bartlett","/ja-jp/blog/authors/nolan-myers","/ja-jp/blog/authors/nick-veenhof","/ja-jp/blog/authors/patrick-steinhardt","/ja-jp/blog/authors/orit-golowinski","/ja-jp/blog/authors/pedro-moreira-da-silva","/ja-jp/blog/authors/plapadoo","/ja-jp/blog/authors/raquel-campuzano","/ja-jp/blog/authors/riccardo-padovani","/ja-jp/blog/authors/rusty-weston-guest-contributor","/ja-jp/blog/authors/rohit-shambhuni","/ja-jp/blog/authors/sandra-salerno","/ja-jp/blog/authors/sarrah-vesselov","/ja-jp/blog/authors/sam-white","/ja-jp/blog/authors/scott-williamson","/ja-jp/blog/authors/steve-abrams","/ja-jp/blog/authors/sophia-manicor","/ja-jp/blog/authors/sharon-gaudin","/ja-jp/blog/authors/susan-tacker","/ja-jp/blog/authors/thao-yeager","/ja-jp/blog/authors/todd-barr","/ja-jp/blog/authors/tsukasa-komatsubara","/ja-jp/blog/authors/veethika-mishra","/ja-jp/blog/authors/vishal-tak","/ja-jp/blog/authors/william-chia","/ja-jp/blog/event-report-japan-it-week-autumn","/ja-jp/blog/developing-gitlab-duo-series","/ja-jp/blog/automating-with-gitlab-duo-part-1-generating-tests","/ja-jp/blog/gitlab-18-0-release","/ja-jp/blog/gitlab-17-2-released","/ja-jp/blog/gitlab-duo-self-hosted-enterprise-ai-built-for-data-privacy","/ja-jp/blog/gitlab-named-a-leader-in-the-2024-gartner-magic-quadrant-for-devops","/ja-jp/blog/demystifying-ci-cd-variables","/ja-jp/blog/how-we-decreased-gitlab-repo-backup-times-from-48-hours-to-41-minutes","/ja-jp/blog/getting-started-with-gitlab-how-to-manage-users","/ja-jp/blog/online-retailer-bol-tackles-growing-compliance-needs-with-gitlab","/ja-jp/blog/how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code","/ja-jp/blog/learn-advanced-rust-programming-with-a-little-help-from-ai-code-suggestions","/ja-jp/blog/tips-for-async-communication","/it-it/the-source/authors/chandler-gibbons","/it-it/the-source/authors/grant-hickman","/ja-jp/blog/safe-without-silos-in-gitlab","/ja-jp/blog/using-ansible-and-gitlab-as-infrastructure-for-code","/ja-jp/blog/what-is-docker","/ja-jp/calculator","/ja-jp/blog/what-is-yaml","/ja-jp/customers/intuitive-machines","/ja-jp/customers/bab","/ja-jp/customers/siemens","/ja-jp/customers/deutsche-telekom","/it-it/the-source/authors/lee-faus","/ja-jp/security","/ja-jp/partners/technology-partners/aws","/ja-jp/pricing/faq-improved-billing-and-subscription-management","/ja-jp/pricing/premium/why-upgrade","/ja-jp/solutions/github","/ja-jp/solutions/startups","/ja-jp/topics/devops/what-is-a-devops-engineer","/ja-jp/topics/agile-delivery/agile-ppm","/ja-jp/topics/devops/devops-tools-explained","/ja-jp/topics/ci-cd/continuous-integration-continuous-delivery-work-together","/ja-jp/topics/devsecops/sast-vs-dast","/ja-jp/topics/continuous-delivery","/ja-jp/topics/single-application","/ja-jp/topics/gitops/gitops-multicloud-deployments-gitlab","/ja-jp/get-started","/ja-jp/why-gitlab","/ja-jp/topics/version-control/what-is-centralized-version-control-system","/pt-br/forrester-wave-devops-platform","/it-it/the-source","/ja-jp/eighteen","/pt-br/privacy","/pt-br/partners/technology-partners/ibm","/pt-br/customers/ally","/pt-br/pricing/faq-premium-update","/pt-br/customers/intuitive-machines","/pt-br/customers/deutsche-telekom","/pt-br/customers/siemens","/pt-br/solutions/agile-delivery","/pt-br/teamops","/pt-br/solutions/open-source/join","/pt-br/topics/ci-cd","/pt-br/topics/ci-cd/cicd-pipeline","/pt-br/topics/devops/beginner-devops-platform","/pt-br/topics/devops/seven-tips-to-get-the-most-out-of-your-devops-platform","/pt-br/topics/devops-platform","/pt-br/topics/digital-transformation","/pt-br/topics/microservices","/pt-br/topics/version-control/software-team-collaboration","/pt-br/topics/version-control/what-is-gitlab-flow","/ja-jp/the-source/security/how-to-strengthen-security-by-applying-devsecops-principles","/ja-jp/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/ja-jp/the-source/ai/how-to-put-generative-ai-to-work-in-your-devsecops-environment","/pt-br/gitlab-duo","/ja-jp/the-source/authors/julie-griffin","/ja-jp/the-source/authors/george-kichukov","/ja-jp/the-source/authors/stephen-walters","/ja-jp/the-source/authors/brian-wald","/pt-br/the-source/security/10-tips-to-prioritize-security-in-software-development","/pt-br/the-source/platform/driving-business-results-with-platform-engineering","/pt-br/the-source/security/strengthen-your-cybersecurity-strategy-with-secure-by-design","/pt-br/the-source/ai/building-a-transparency-first-ai-strategy-7-questions-to-ask-your-devops","/pt-br/the-source/authors/ddesanto","/ja-jp/the-source/platform","/pt-br/the-source/authors/rschulman","/pt-br/the-source/authors/amanda-rueda","/pt-br/the-source/authors/iganbaruch","/fr-fr/blog/categories/bulletin-board","/fr-fr/blog/categories/product","/ja-jp/blog/categories/news","/ja-jp/blog/categories/ai-ml","/blog/categories/careers","/blog/categories/open-source","/blog/tags/contributors","/blog/tags/gitops","/blog/tags/careers","/blog/tags/testing","/blog/tags/releases","/blog/tags/news","/blog/tags/devsecops"]}