{"id":"11135357-1777-42cc-9168-603e264d76bd","timestamp":1756154455570,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/blog/authors/gitlab-ai-assisted-group","/de-de/blog/authors/goetz-buerkle","/de-de/blog/authors/guenjun-yoo","/de-de/blog/authors/ameya-darshan","/de-de/blog/authors/betsy-bula","/de-de/blog/authors/anthony-davanzo","/de-de/blog/authors/aaron-peters-member-good-docs-project","/de-de/blog/authors/brandon-jung","/de-de/blog/authors/ashley-smith","/de-de/blog/authors/allie-holland","/de-de/blog/authors/brian-rhea","/de-de/blog/authors/christina-hupy-phd","/de-de/blog/authors/chris-ward","/de-de/blog/authors/carl-myers","/de-de/blog/authors/colin-fletcher","/de-de/blog/authors/charvi-mendiratta","/de-de/blog/authors/craig-miskell","/de-de/blog/authors/dennis-appelt","/de-de/blog/authors/eric-eastwood","/de-de/blog/authors/dr-elle-obrien","/de-de/blog/authors/daniel-helfand","/de-de/blog/authors/fatima-sarah-khalid","/de-de/blog/authors/ev-kontsevoy","/de-de/blog/authors/andrew-taylor","/de-de/blog/authors/gabriel-engel","/de-de/blog/authors/erika-feldman","/de-de/blog/authors/alana-bellucci","/de-de/blog/authors/bart-zhang","/de-de/blog/authors/emilie-schario","/de-de/blog/authors/david-desanto-chief-product-officer-gitlab","/de-de/blog/authors/dj-mountney","/de-de/blog/authors/hakeem-abdul-razak","/de-de/blog/authors/hiroki-suezawa","/de-de/blog/authors/jacki-bauer","/de-de/blog/authors/janis-altherr","/de-de/blog/authors/igor-wiedler","/de-de/blog/authors/jensen-stava","/de-de/blog/authors/jake-stein","/de-de/blog/authors/jay-newman","/de-de/blog/authors/jim-riley","/de-de/blog/authors/joey-salazar","/de-de/blog/authors/joyce-tompsett","/de-de/blog/authors/john-mcguire","/de-de/blog/authors/justin-farris","/de-de/blog/authors/lee-faus","/de-de/blog/authors/jose-finotto","/de-de/blog/authors/kirsten-abma","/de-de/blog/authors/keanon-okeefe","/de-de/blog/authors/kyle-mann","/de-de/blog/authors/luka-trbojevic","/de-de/blog/authors/marc-radulescu","/de-de/blog/authors/mario-de-la-ossa","/de-de/blog/authors/michael-friedrich","/de-de/blog/authors/matt-smiley","/de-de/blog/authors/mike-eddington","/de-de/blog/authors/mayank-tahilramani","/de-de/blog/authors/nicole-schwartz","/de-de/blog/authors/matej-latin","/de-de/blog/authors/nate-rosandich","/de-de/blog/authors/nuritzi-sanchez","/de-de/blog/authors/owen-williams","/de-de/blog/authors/paul-badcock","/de-de/blog/authors/philip-welz","/de-de/blog/authors/priyanka-sharma","/de-de/blog/authors/rayana-verissimo","/de-de/blog/authors/romuald-atchad","/de-de/blog/authors/sara-kassabian","/de-de/blog/authors/rob-jackson","/de-de/blog/authors/sascha-eggenberger","/de-de/blog/authors/samantha-lee","/de-de/blog/authors/sacha-guyon","/de-de/blog/authors/sean-mcgivern","/de-de/blog/authors/stacy-cline","/de-de/blog/authors/suzanne-selhorn","/de-de/blog/authors/thong-kuah","/de-de/blog/authors/tomas-vik","/de-de/blog/authors/steve-grossman","/de-de/blog/authors/sherida-mcmullan","/de-de/blog/authors/tye-davis","/de-de/blog/authors/vicky-steeves","/de-de/blog/authors/yevgeny-pats","/de-de/blog/authors/vlad-budica","/de-de/blog/automating-with-gitlab-duo-part-3-validating-testing","/de-de/blog/gitlab-duo-chat-gets-agentic-ai-makeover","/de-de/blog/exact-code-search-find-code-faster-across-repositories","/de-de/blog/how-to-transform-compliance-observation-management-with-gitlab","/de-de/blog/getting-started-with-gitlab-working-with-ci-cd-variables","/de-de/blog/how-gitlab-can-support-your-iso-compliance-journey","/de-de/blog/gitlab-named-a-leader-in-2024-gartner-magic-quadrant-for-ai-code-assistants","/de-de/blog/measuring-ai-roi-at-scale-a-practical-guide-to-gitlab-duo-analytics","/de-de/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/de-de/blog/safe-without-silos-in-gitlab","/de-de/blog/introducing-gitlabs-new-planner-role-for-agile-planning-teams","/de-de/blog/use-gitlab-duo-workflow-to-improve-application-quality-assurance","/de-de/blog/the-ultimate-guide-to-token-management-at-gitlab","/de-de/blog/whats-new-in-git-2-45-0","/de-de/blog/developing-gitlab-duo-blending-ai-and-root-cause-analysis-to-fix-ci-cd","/de-de/blog/what-is-an-ide","/de-de/blog/a-beginners-guide-to-the-git-reftable-format","/de-de/customers/glympse","/de-de/forrester-wave-devops-platform","/de-de/customers/carfax","/de-de/customers/mckenzie-intelligence-services","/de-de/security","/de-de/solutions/github","/de-de/pricing/faq-improved-billing-and-subscription-management","/de-de/topics/agile-delivery/agile-methodology","/de-de/topics/ci-cd/continuous-integration-best-practices","/de-de/partners/technology-partners/aws","/de-de/topics/cloud-native","/de-de/topics/devsecops","/de-de/topics/gitops/gitops-gitlab-collaboration","/de-de/topics/devops/devops-test-automation","/de-de/topics/serverless","/de-de/topics/devops/value-stream-mapping","/de-de/topics/version-control/what-are-gitlab-flow-best-practices","/de-de/developer-experience","/de-de/company","/blog/3-tips-to-improve-your-security-risk-management-program","/blog/a-visual-guide-to-gitlab-ci-caching","/blog/2019-developer-survey-announcement","/blog/5-ways-to-bring-devops-to-your-campus","/blog/5-leadership-lessons-as-product-design-manager","/blog/a-guide-to-the-high-impact-breaking-changes-in-gitlab-17-0","/blog/7-things-ive-learnt-while-shadowing-sre","/blog/a-ci-component-builders-journey","/de-de/solutions/startups","/blog/achieve-devsecops-collaboration","/blog/100-runners-in-less-than-10mins-and-less-than-10-clicks","/blog/adopt-agile-and-devops-for-ibm-z","/de-de/pricing/premium/why-upgrade","/de-de/gitlab-duo/agent-platform","/de-de/value-stream-workshop","/blog/agile-for-remote-work","/blog/all-remote-fundraising","/de-de/solutions/open-source","/blog/ai-ml-in-devsecops-series","/blog/announcing-package-hunter","/blog/android-cicd-with-gitlab","/blog/ask-gitlab-security-alexander-dietrich","/blog/appsflyer-moves-to-gitlab","/blog/authors/amelia-bauerly","/blog/authors/aakriti-gupta","/blog/authors/andrew-patterson","/blog/authors/annabel-dunstone-gray","/blog/authors/ashley-knobloch","/blog/authors/akashdeep-dhar","/blog/authors/alexis-ginsberg","/blog/authors/baksheesh-singh-ghuman","/blog/authors/brendan-regan","/blog/authors/bryan-may","/blog/authors/benedikt-rollik","/blog/authors/chance-feick","/blog/authors/borivoje-tasovac","/blog/authors/chris-balane","/blog/authors/christen-dybenko","/blog/authors/christopher-watson","/blog/authors/david-planella","/blog/authors/darby-frey","/blog/authors/corey-oas","/blog/authors/devin-sylva","/blog/authors/dan-luhring","/blog/authors/dmitriy-zaporozhets","/blog/authors/dylan-griffith","/blog/authors/emily-bauman","/blog/authors/eric-rubin","/de-de/solutions/code-suggestions","/blog/authors/gabriel-mazetto","/blog/authors/ernst-van-nierop","/blog/authors/filipa-lacerda","/blog/authors/fabian-zimmer","/blog/authors/gitlab-germany-team","/blog/authors/grant-hickman","/blog/authors/guest-author-andr-miranda","/blog/authors/jacki-bauer","/blog/authors/hannah-sutor","/blog/authors/hiroki-suezawa","/blog/authors/jake-stein","/blog/authors/igor-wiedler","/blog/authors/janis-altherr","/blog/authors/jay-newman","/blog/authors/jensen-stava","/blog/authors/john-mcguire","/blog/authors/jim-riley","/blog/authors/joey-salazar","/blog/authors/jos-ivn-vargas","/blog/authors/joshua-carroll","/blog/authors/julie-griffin","/blog/authors/karthik-nayak","/blog/authors/kevin-chu","/blog/authors/kushal-koolwal","/blog/authors/levente-polyak","/blog/authors/madeline-lake","/blog/authors/marcia-ramos","/blog/authors/laura-montemayor","/blog/authors/mark-lapierre","/blog/authors/matt-coons","/blog/authors/matthew-nearents","/blog/authors/mek-stittri","/blog/authors/neil-mccorrison","/blog/authors/michael-kozono","/blog/authors/mike-greiling","/blog/authors/nikhil-george","/blog/authors/oleksandr-pysaryuk","/blog/authors/owen-williams","/blog/authors/phil-hughes","/blog/authors/paul-badcock","/blog/authors/pranay-bakre","/blog/authors/ray-paik","/blog/authors/sam-white","/blog/authors/rmy-coutable","/blog/authors/roman-kuba","/blog/authors/rutvik-shah","/blog/authors/sandra-salerno","/blog/authors/shane-rice","/blog/authors/sarah-waldner","/blog/authors/scott-hampton","/blog/authors/stephen-walters","/blog/authors/suri-patel","/blog/authors/ted-gieschen","/blog/authors/simon-tarchichi","/blog/authors/tobias-gnther","/blog/authors/tristan-read","/blog/authors/vincy-wilson","/blog/auto-devops-explained","/blog/authors/william-arias","/blog/authors/vanessa-wegner","/blog/automating-boring-git-operations-gitlab-ci","/blog/autoscale-ci-runners","/blog/aws-fargate-codebuild-build-containers-gitlab-runner","/blog/basics-of-gitlab-ci-updated","/blog/best-practices-customer-feature-request","/blog/bring-gitlab-to-classroom-nearyou","/blog/better-devops-with-gitlab-ci-cd","/blog/behind-the-scenes-how-we-built-review-apps","/blog/building-a-cicd-pipeline-in-20-mins","/blog/building-an-elixir-release-into-docker-image-using-gitlab-ci-part-1","/blog/can-your-ci-cd-environment-support-ai-powered-devsecops","/blog/building-inclusive-gaming-community-gitlab","/blog/chris-hill-devops-enterprise-summit-talk","/blog/celebrating-one-million-bug-bounties-paid","/blog/ci-cd-the-ticket-to-multicloud","/blog/challenges-of-code-reviews","/blog/cloud-native-architectures-made-easy","/blog/code-suggestions-improves-developer-productivity","/blog/collaborative-course-environment-gitlab-grav","/blog/compliance-made-easy","/blog/container-security-in-gitlab","/blog/conducting-remote-ux-research","/blog/contribute-through-the-eyes-of-a-new-gitlabber","/blog/contributor-post-jacopo","/blog/craftsman-looks-at-continuous-integration","/blog/cross-project-pipeline","/blog/customer-story-charge-communications","/blog/day-in-the-life-remote-worker","/blog/delayed-replication-for-disaster-recovery-with-postgresql","/blog/deploy-aws","/blog/designing-in-an-all-remote-company","/blog/developers-crave-modern-tools","/blog/developing-gitlab-duo-series","/blog/devops-on-the-edge-a-conversation-about-gitlab-and-arm","/blog/devsecops-faq-get-up-to-speed-on-this-hot-devops-area","/blog/directed-acyclic-graph","/blog/docs-site-design-overhaul","/blog/dunelm-strengthens-business-by-enhancing-its-devsecops-culture","/blog/elite-team-strategies-to-secure-software-supply-chains","/blog/efficient-free-tier","/blog/enforcing-managing-2fa-support-security","/blog/enhanced-migration-from-bitbucket-server-and-bitbucket-cloud-to-gitlab","/blog/everyone-can-get-certified","/blog/explain-this-vulnerability","/blog/faq-the-regresshion-vulnerability-and-gitlab","/blog/feature-flags-continuous-delivery","/blog/feature-highlight-move-issues","/blog/feature-preview-introducing-cycle-analytics","/blog/five-great-phabricator-features-inspired-gitlab","/blog/free-trial-gitlab-gold","/blog/five-ways-to-scale-remote-work","/blog/fundraising-tips-ceo","/blog/fuzzit-acquisition-journey","/blog/get-ready-for-commit","/blog/get-to-know-the-gitlab-wiki-for-effective-knowledge-management","/blog/git-command-line-on-windows-with-git-bash","/blog/getting-started-with-gitlab-development-kit","/blog/git-performance-on-nfs","/blog/git-wars-switching-to-gitlab","/blog/gitlab-17-1-release","/blog/gitlab-17-7-released","/blog/gitlab-15-the-retrospective","/blog/gitlab-2016-year-in-review","/blog/gitlab-adds-further-measures-to-combat-credential-stuffing-and-other-types-of-platform-abuse","/blog/gitlab-and-yubico-security-webcast","/blog/gitlab-at-scale","/blog/gitlab-and-google-together-at-google-cloud-next-23","/blog/gitlab-ci-cd-features-improvements","/blog/gitlab-com-runs-ee","/blog/gitlab-com-13-0-breaking-changes","/blog/gitlab-composer-packages-migration-path","/blog/gitlab-critical-patch-release-17-4-2-17-3-5-17-2-9","/blog/gitlab-dedicated-for-government-now-fedramp-authorized","/de-de/the-source/authors/ayoub-fandi","/blog/gitlab-duo-chat-now-generally-available","/blog/gitlab-drives-automotive-industry-information-security-with-tisax","/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/blog/gitlab-enterprise-agile-planning-add-on-for-all-roles","/blog/gitlab-flow-screencast","/blog/gitlab-gdk-remote-development","/de-de/the-source/authors/erika-feldman","/de-de/the-source/authors/josh-lemos","/de-de/the-source/authors/sharon-gaudin","/blog/gitlab-hackerone-bug-bounty-program-is-public-today","/blog/gitlab-importers","/blog/gitlab-introduces-new-cis-benchmark-for-improved-security","/blog/gitlab-is-open-core-github-is-closed-source","/blog/gitlab-issue-bash-march-2018","/blog/gitlab-live-event-recap","/blog/gitlab-journey-to-cicd","/blog/gitlab-mexico-summit-2017","/blog/gitlab-on-vmware-cloud-marketplace","/blog/gitlab-names-joel-krooswyk-as-its-first-federal-cto","/blog/gitlab-pages-features-review-apps-and-multiple-website-deployment","/blog/gitlab-patch-release-17-2-2-17-1-4-17-0-6","/blog/gitlab-patch-release-16-11-2-16-10-5-16-9-7","/blog/gitlab-patch-release-17-7-2","/blog/gitlab-patch-release-18-1-2-18-0-4-17-11-6","/blog/gitlab-product-vision","/blog/gitlab-release-process","/blog/gitlab-series-e-funding","/blog/gitlab-security-hardening-documentation","/de-de/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/de-de/the-source/platform/high-performing-development-teams-your-business-advantage","/de-de/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/blog/gitlab-taught-in-korean-uni","/blog/gitlab-supply-chain-security","/de-de/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/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/gitpod-desktop-app-personal-activities","/blog/global-developer-report","/blog/google-cloud-next-anthos-kubernetes","/blog/graphql-vulnerability-api","/blog/happiness-at-gitlab","/blog/high-availability-git-storage-with-praefect","/blog/hosting-vuejs-apps-using-gitlab-pages","/blog/how-cube-uses-gitlab-to-increase-efficiency-and-productivity","/blog/how-gitlab-automates-releases","/blog/how-gitlab-handles-security-bugs","/blog/how-gitlab-supports-the-fedramp-authorization-journey","/blog/how-is-team-member-1-doing","/blog/how-grammatech-and-gitlab-enables-better-devsecops","/blog/how-to-automate-software-delivery-using-quarkus-and-gitlab","/blog/how-start-ospo-ten-minutes-using-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-secure-cloud-run-deployment-with-auto-devops","/blog/how-to-start-a-great-oss-project","/blog/how-to-translate-bamboo-agent-capabilities-to-gitlab-runner-tags","/blog/how-we-built-status-page-mvc","/blog/how-visualization-improves-the-gitlab-merge-train-experience","/blog/how-we-optimized-our-infrastructure-spend-at-gitlab","/blog/how-we-ship-so-quickly","/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","/blog/improved-billing-and-subscription-management","/blog/implementing-gitlab-ci-dot-yml","/blog/inside-look-how-gitlabs-test-platform-team-validates-ai-features","/blog/international-womens-day-gitlab-initiatives","/blog/integrate-external-security-scanners-into-your-devsecops-workflow","/blog/introducing-ci-components","/blog/introducing-gitlabs-new-planner-role-for-agile-planning-teams","/blog/introducing-spamcheck-data-driven-anti-abuse","/blog/issue-labels-can-now-be-scoped","/blog/introducing-token-hunter","/blog/its-time-to-upgrade-docker-engine","/blog/join-the-gitlab-community","/blog/keyless-signing-with-cosign","/blog/kubernetes-101","/blog/kali-linux-movingtogitlab","/blog/lessons-in-iteration-from-new-infrastructure-team","/blog/last-year-we-signed-the-secure-by-design-pledge-heres-our-progress","/blog/learn-python-with-pj-part-4-dictionaries-and-files","/blog/machine-learning-and-devsecops","/blog/live-from-commit-london","/blog/making-remote-internships-successful","/blog/markdown-kramdown-tips-and-tricks","/blog/managers-more-optimistic-than-developers","/blog/measuring-engineering-productivity-at-gitlab","/blog/meet-the-2024-gitlab-partner-of-the-year-award-winners","/blog/merging-ce-and-ee-codebases","/blog/migrating-from-jenkins","/blog/mitigating-the-impact-of-docker-hub-pull-requests-limits","/blog/modernizing-a-simple-c-application-to-java-with-gitlab-duo","/blog/more-performant-and-robust-task-lists-in-gitlab","/blog/movingtogitlab","/blog/navigation-redesign","/blog/new-git-default-branch-name","/blog/notification-on-pipeline-succeeds","/blog/on-calliday-unsucking-your-on-call-experience","/blog/open-shift-ga","/blog/our-journey-to-a-diverse-and-inclusive-workplace","/blog/new-typefaces-in-gitlab","/blog/optimize-gitops-workflow","/blog/overhauling-the-navigation-is-like-building-a-dream-home","/blog/personal-profile","/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/pyb-all-remote-mark-frein","/blog/quick-start-guide-for-gitlab-workspaces","/blog/q4-hackathon-recap","/blog/rate-limitations-announced-for-projects-groups-and-users-apis","/blog/reduce-cycle-time-digital-transformation","/blog/remote-board-meeting","/blog/refactoring-a-ci-cd-template-to-a-ci-cd-component","/blog/remote-work-done-right","/blog/responding-to-ghost","/blog/rust-programming-language","/blog/securing-the-software-supply-chain-through-automated-attestation","/blog/second-law-of-complexity-dynamics","/blog/secure-gitlab-pages-with-startssl","/blog/security-scan-experience","/blog/sids-top-advice-for-startups","/blog/sentry-integration-blog-post","/blog/setting-up-the-k-agent","/blog/small-experiments-significant-results-and-learnings","/blog/software-test-at-gitlab","/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/take-advantage-of-git-rebase","/blog/the-changing-roles-in-devsecops","/blog/ten-devops-terms","/blog/the-hardware-that-powers-100k-git-repos","/blog/the-road-to-gitaly-1-0","/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/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/trends-in-version-control-land-open-source","/blog/unmasking-password-attacks-at-gitlab","/blog/twenty-twenty-through-a-bug-bounty-lens","/blog/ultimate-guide-to-ci-cd-fundamentals-to-advanced-implementation","/blog/update-on-hiring","/blog/upgrade-to-rails5","/blog/use-gitlab-to-detect-vulnerabilities","/blog/using-child-pipelines-to-continuously-deploy-to-five-environments","/blog/using-the-gitlab-ci-slash-cd-for-smart-home-configuration-management","/blog/verizon-customer-story","/blog/webcast-gitlab-86","/blog/vscode-workflow-new-features","/blog/want-faster-releases-your-answer-lies-in-automated-software-testing","/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/where-to-donate-your-devops-skills","/blog/why-are-organizations-moving-to-a-unified-devsecops-platform","/blog/why-devops-collaboration-continues-to-be-important","/blog/why-gitlab-self-managed-is-the-perfect-partner-for-the-public-sector","/blog/why-manjaro-builds-with-gitlab","/blog/why-vaadin-chose-gitlab","/blog/windows-shared-runner-beta","/blog/why-we-shift-objectives-and-not-release-dates-at-gitlab","/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/deutsche-telekom","/customers/airbus","/customers/fanatics","/customers/bab","/customers/hilti","/customers/new10","/customers/the-last-mile","/customers/siemens","/customers/kiwi","/customers/veepee","/company/team/e-group","/press/releases/2020-03-18-godfrey-sullivan-joins-gitlab-board-of-directors","/press/releases/2017-11-01-gitlab-transitions-contributor-license","/press/releases/2017-01-25-buddybuild-press-release","/press/releases/2019-09-17-gitlab-raises-268m-to-expanding-leading-devops-platform","/press/releases/2019-07-15-third-annual-gitlab-global-developer-survey","/press/releases/2018-09-19-gitlab-series-d-funding","/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/2022-03-24-gitlab-announces-departure-of-david-hornik-from-board-of-directors","/press/releases/2021-10-13-gitlab-announces-pricing-of-initial-public-offering","/press/releases/2022-08-23-gitlab-sixth-annual-devsecops-survey","/get-help","/press/releases/2022-11-30-gitlab-dedicated-launches-to-meet-complex-compliance-requirements","/community/contribute","/eighteen","/press/releases/2023-04-18-gitlab-oracle-partner-for-ai-ml","/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/2023-06-07-gartner-magic-quadrant-for-devops-platforms-release","/press/releases/2024-12-03-aws-gitlab-announce-integrated-ai-offering-to-accelerate-software-innovation-and-developer-productivity","/partners","/press/releases/2025-04-17-gitlab-announces-general-availability-of-gitlab-duo-with-amazon-q","/press/releases/2025-08-06-gitlab-aws-strategic-collaboration-agreement","/events","/privacy","/pricing/licensing-faq/cloud-licensing","/solutions/slack","/stages-devops-lifecycle/plan","/solutions/devops-platform","/support/gitlab-com-policies","/support/us-government-support","/security/open-source-resources","/developer-survey/2024/ai","/","/solutions/open-source/join","/solutions/value-stream-management","/solutions/analytics-and-insights","/solutions","/press","/press/releases","/the-source/platform/navigating-a-smooth-transition-to-agile-planning","/the-source/platform/whats-next-in-devsecops-for-financial-services","/the-source/security/guide-to-dynamic-sboms","/topics/agentic-ai","/topics/ci-cd/cicd-pipeline","/topics/ci-cd","/topics/devops/beginner-devops-platform","/topics/devops/seven-tips-to-get-the-most-out-of-your-devops-platform","/the-source/platform/3-surprising-findings-from-our-2024-global-devsecops-survey","/the-source/platform/finops-balancing-financial-responsibility-and-innovation","/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/topics/devops-platform","/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","/the-source/ai/three-ways-to-operationalize-ai-for-engineering-teams","/topics/digital-transformation","/topics","/topics/version-control","/topics/version-control/what-is-git-workflow","/the-source/security/compliance-at-the-speed-of-ai-reimagining-grc","/es/customers/fullsave","/es/pricing/faq-premium-update","/es/customers/thezebra","/es/customers/caci","/es/customers/lockheed-martin","/es/privacy","/es/free-trial","/es/partners/technology-partners/ibm","/es/solutions/devops-platform","/es/solutions/jenkins","/es/analysts","/the-source/authors/iganbaruch","/the-source/authors/andre-michael-braun","/the-source/authors/ddesanto","/the-source/authors/rschulman","/the-source/security/strengthen-your-cybersecurity-strategy-with-secure-by-design","/es/solutions/aerospace","/es/topics/ci-cd/choose-continuous-integration-tool","/es/topics/ci-cd/implement-continuous-integration","/es/topics/devops/what-is-developer-experience","/es/topics/devops/reduce-devops-costs","/es/topics/devsecops/what-is-fuzz-testing","/es/topics/devops/ai-for-coding","/es/topics/version-control","/es/topics/gitops/infrastructure-as-code","/es/solutions/visibility-measurement","/es/topics/version-control/what-is-git-workflow","/es/solutions/public-sector","/de-de/blog/categories/bulletin-board","/de-de/blog/tags/startups","/de-de/blog/tags/financial-services","/de-de/blog/tags/developer-survey","/de-de/blog/categories/security","/de-de/blog/tags/ci","/de-de/blog/tags/open-source","/es/gitlab-duo","/fr-fr/blog/agentic-ai-guides-and-resources","/fr-fr/blog/authors/ariel-camus","/fr-fr/blog/authors/ben-leduc-mills","/fr-fr/blog/authors/brendan-oleary","/fr-fr/blog/authors/boris-baldassari","/fr-fr/blog/10-best-practices-for-using-ai-powered-gitlab-duo-chat","/fr-fr/blog/authors/ayoub-fandi","/fr-fr/blog/authors/bryan-behrenshausen","/fr-fr/blog/authors/andrew-chilton","/fr-fr/blog/authors/andy-volpe","/fr-fr/blog/authors/chad-malchow","/fr-fr/blog/authors/abubakar-siddiq-ango","/fr-fr/blog/authors/alex-martin","/fr-fr/blog/authors/amanda-folson","/fr-fr/blog/authors/chris-balane","/fr-fr/blog/authors/christen-dybenko","/fr-fr/blog/authors/christopher-watson","/fr-fr/blog/authors/corey-oas","/fr-fr/blog/authors/darren-eastman","/fr-fr/blog/authors/david-russell","/fr-fr/blog/authors/dan-luhring","/fr-fr/blog/authors/dhruv-jain","/fr-fr/blog/authors/dmitry-gruzd","/fr-fr/blog/authors/eddie-glenn","/fr-fr/blog/authors/esther-shein","/fr-fr/blog/authors/emily-chin","/fr-fr/blog/authors/fabio-akita","/fr-fr/blog/authors/eric-schurter","/fr-fr/blog/authors/flix-veillette-potvin","/fr-fr/blog/authors/gitlab-japan-team","/fr-fr/blog/authors/gavin-peltz","/fr-fr/blog/authors/gufran-yeilyurt-obss","/fr-fr/blog/authors/grant-young","/fr-fr/blog/authors/haydn-mackay","/fr-fr/blog/authors/iain-camacho","/fr-fr/blog/authors/itzik-gan-baruch","/fr-fr/blog/authors/jacob-schatz","/fr-fr/blog/authors/jason-blais-mattermost","/fr-fr/blog/authors/james-ramsay","/fr-fr/blog/authors/jean-philippe-baconnais","/fr-fr/blog/authors/jeremy-wagner","/fr-fr/blog/authors/jocelyn-eillis","/fr-fr/blog/authors/john-cai","/fr-fr/blog/authors/joni-klippert","/fr-fr/blog/authors/kamil-trzciski","/fr-fr/blog/authors/julian-thome","/fr-fr/blog/authors/josh-feehs","/fr-fr/blog/authors/kenny-johnston","/fr-fr/blog/authors/kurt-dusek","/fr-fr/blog/authors/laura-montemayor","/fr-fr/blog/authors/levente-polyak","/fr-fr/blog/authors/madeline-lake","/fr-fr/blog/authors/marcia-ramos","/fr-fr/blog/authors/mark-lapierre","/fr-fr/blog/authors/matt-coons","/fr-fr/blog/authors/matthew-nearents","/fr-fr/blog/authors/mek-stittri","/fr-fr/blog/authors/mike-greiling","/fr-fr/blog/authors/neil-mcdonald","/fr-fr/blog/authors/michael-kozono","/fr-fr/blog/authors/noah-ing","/fr-fr/blog/authors/olivier-dupr","/fr-fr/blog/authors/patricio-cano","/fr-fr/blog/authors/paul-machle","/fr-fr/blog/authors/pierre-smeyers","/fr-fr/blog/authors/rachel-nienaber","/fr-fr/blog/authors/regnard-raquedan","/fr-fr/blog/authors/robert-williams","/fr-fr/blog/authors/roy-taragan","/fr-fr/blog/authors/sam-beckham","/fr-fr/blog/authors/sarah-matthies","/fr-fr/blog/authors/sergey-nuzhdin","/fr-fr/blog/authors/saumya-upadhyaya","/fr-fr/blog/authors/samer-akkoub","/fr-fr/blog/authors/sid-sijbrandij","/fr-fr/blog/authors/stephanie-garza","/fr-fr/blog/authors/torsten-linz","/fr-fr/blog/authors/tim-rizzi","/fr-fr/blog/authors/steven-zinck","/fr-fr/blog/authors/taylor-mccaslin","/fr-fr/blog/authors/viktor-nagy","/fr-fr/blog/authors/valentine-mairet","/fr-fr/blog/authors/zhaochen-li","/fr-fr/blog/authors/will-chandler","/es/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/es/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer","/es/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security","/es/the-source/ai/velocity-with-guardrails-ai-automation","/es/the-source/platform/why-your-development-team-should-plan-small-to-deliver-big","/fr-fr/blog/best-practices-to-set-up-organizational-hierarchies-that-scale","/fr-fr/blog/developing-gitlab-duo-how-we-are-dogfooding-our-ai-features","/fr-fr/blog/finserv-how-to-implement-gitlabs-separation-of-duties-features","/fr-fr/blog/gitlab-duo-enterprise-is-now-available","/fr-fr/blog/guide-to-fulfilling-soc-2-security-requirements-with-gitlab","/fr-fr/blog/celebrating-gits-20th-anniversary-with-creator-linus-torvalds","/fr-fr/blog/how-to-harmonize-agile-sprints-with-product-roadmaps","/fr-fr/blog/getting-started-with-gitlab-working-with-ci-cd-variables","/fr-fr/blog/keep-git-history-clean-with-interactive-rebase","/fr-fr/blog/monitor-application-performance-with-distributed-tracing","/fr-fr/blog/gitlab-named-a-leader-in-2024-gartner-magic-quadrant-for-ai-code-assistants","/fr-fr/blog/southwest-looking-to-help-developers-take-flight","/fr-fr/blog/the-co-create-program-how-customers-are-collaborating-to-build-gitlab","/fr-fr/blog/ultimate-guide-to-migrating-from-aws-codecommit-to-gitlab","/fr-fr/blog/what-is-a-hackathon","/fr-fr/blog/whats-new-in-git-2-46-0","/fr-fr/customers/moneyfarm","/fr-fr/customers/goldman-sachs","/fr-fr/customers/cern","/fr-fr/developer-survey/2024/ai","/fr-fr/pricing/faq-jihu","/fr-fr/solutions/compliance","/es/the-source/authors/ncregan","/fr-fr/solutions/open-source","/fr-fr/company/preference-center","/es/the-source/authors/dave-steer","/es/the-source/authors/haim-snir","/fr-fr/gitlab-duo/duo-amazon-q","/fr-fr/partners/technology-partners/google-cloud-platform","/fr-fr/solutions/telecommunications","/fr-fr/pricing/premium-promo","/fr-fr/topics/ci-cd/benefits-continuous-integration","/fr-fr/topics/ci-cd/continuous-integration-server","/fr-fr/topics/devops/ai-enhanced-security","/fr-fr/services","/fr-fr/topics/devops/what-is-a-site-reliability-engineer","/fr-fr/topics/devops","/fr-fr/topics/devsecops/what-is-developer-first-security","/fr-fr/topics/gitops","/fr-fr/topics/version-control/what-is-git-version-control","/fr-fr/topics/version-control/how-implement-version-control","/it-it/analysts","/it-it/customers/lockheed-martin","/it-it/customers/thezebra","/it-it/customers/fullsave","/it-it/customers/caci","/it-it/free-trial","/it-it/gitlab-duo","/fr-fr/free-trial/devsecops","/it-it/privacy","/it-it/pricing/faq-premium-update","/it-it/partners/technology-partners/ibm","/it-it/solutions/devops-platform","/it-it/solutions/aerospace","/it-it/solutions/jenkins","/it-it/solutions/public-sector","/it-it/solutions/visibility-measurement","/fr-fr/solutions/gitlab-duo-pro/sales","/fr-fr/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/fr-fr/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/fr-fr/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/fr-fr/the-source/security/key-security-trends-for-cisos-in-2025","/it-it/topics/devops/ai-for-coding","/it-it/topics/ci-cd/choose-continuous-integration-tool","/it-it/topics/ci-cd/implement-continuous-integration","/it-it/topics/devops/what-is-developer-experience","/it-it/topics/devops/reduce-devops-costs","/fr-fr/the-source/authors/grant-hickman","/fr-fr/the-source/authors/chandler-gibbons","/fr-fr/the-source/authors/lee-faus","/it-it/topics/devsecops/what-is-fuzz-testing","/it-it/topics/version-control","/it-it/topics/gitops/infrastructure-as-code","/it-it/topics/version-control/what-is-git-workflow","/fr-fr/the-source","/ja-jp/blog/authors/andrew-taylor","/ja-jp/blog/10-best-practices-for-using-ai-powered-gitlab-duo-chat","/ja-jp/blog/authors/ameya-darshan","/ja-jp/blog/authors/alana-bellucci","/ja-jp/blog/authors/allie-holland","/ja-jp/blog/authors/aaron-peters-member-good-docs-project","/ja-jp/blog/authors/anthony-davanzo","/ja-jp/blog/authors/ashley-smith","/ja-jp/blog/authors/bart-zhang","/ja-jp/blog/authors/betsy-bula","/ja-jp/blog/authors/brandon-jung","/ja-jp/blog/authors/carl-myers","/ja-jp/blog/authors/brian-rhea","/ja-jp/blog/authors/charvi-mendiratta","/ja-jp/blog/authors/chris-ward","/it-it/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/ja-jp/blog/authors/christina-hupy-phd","/it-it/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security","/it-it/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer","/ja-jp/blog/authors/colin-fletcher","/it-it/the-source/ai/velocity-with-guardrails-ai-automation","/it-it/the-source/platform/why-your-development-team-should-plan-small-to-deliver-big","/ja-jp/blog/authors/daniel-helfand","/ja-jp/blog/authors/craig-miskell","/ja-jp/blog/authors/david-desanto-chief-product-officer-gitlab","/ja-jp/blog/authors/dj-mountney","/ja-jp/blog/authors/dennis-appelt","/ja-jp/blog/authors/dr-elle-obrien","/ja-jp/blog/authors/erika-feldman","/ja-jp/blog/authors/eric-eastwood","/ja-jp/blog/authors/emilie-schario","/ja-jp/blog/authors/ev-kontsevoy","/ja-jp/blog/authors/goetz-buerkle","/ja-jp/blog/authors/gabriel-engel","/ja-jp/blog/authors/fatima-sarah-khalid","/ja-jp/blog/authors/gitlab-ai-assisted-group","/ja-jp/blog/authors/guenjun-yoo","/ja-jp/blog/authors/hakeem-abdul-razak","/ja-jp/blog/authors/hiroki-suezawa","/ja-jp/blog/authors/igor-wiedler","/ja-jp/blog/authors/jake-stein","/ja-jp/blog/authors/jacki-bauer","/ja-jp/blog/authors/jay-newman","/ja-jp/blog/authors/janis-altherr","/ja-jp/blog/authors/joey-salazar","/ja-jp/blog/authors/john-mcguire","/ja-jp/blog/authors/jim-riley","/ja-jp/blog/authors/jensen-stava","/ja-jp/blog/authors/jose-finotto","/ja-jp/blog/authors/joyce-tompsett","/ja-jp/blog/authors/keanon-okeefe","/ja-jp/blog/authors/justin-farris","/ja-jp/blog/authors/kirsten-abma","/it-it/the-source/authors/dave-steer","/ja-jp/blog/authors/lee-faus","/ja-jp/blog/authors/luka-trbojevic","/ja-jp/blog/authors/kyle-mann","/ja-jp/blog/authors/marc-radulescu","/ja-jp/blog/authors/mario-de-la-ossa","/ja-jp/blog/authors/matej-latin","/it-it/the-source/authors/ncregan","/ja-jp/blog/authors/matt-smiley","/it-it/the-source/authors/haim-snir","/ja-jp/blog/authors/mayank-tahilramani","/ja-jp/blog/authors/michael-friedrich","/ja-jp/blog/authors/mike-eddington","/ja-jp/blog/authors/naoharu-sasaki","/ja-jp/blog/authors/ottilia-westerlund","/ja-jp/blog/authors/nico-meisenzahl","/ja-jp/blog/authors/patty-cheung","/ja-jp/blog/authors/pranay-bakre","/ja-jp/blog/authors/nupur-sharma","/ja-jp/blog/authors/phil-hughes","/ja-jp/blog/authors/ray-paik","/ja-jp/blog/authors/rmy-coutable","/ja-jp/blog/authors/roman-kuba","/ja-jp/blog/authors/rutvik-shah","/ja-jp/blog/authors/sam-wiskow","/ja-jp/blog/authors/santiago-ruano-rincn","/ja-jp/blog/authors/sarup-banskota","/ja-jp/blog/authors/tom-cooney","/ja-jp/blog/authors/sean-arnold","/ja-jp/blog/authors/shawn-winters","/ja-jp/blog/authors/sri-rangan","/ja-jp/blog/authors/steve-azzopardi","/ja-jp/blog/authors/thiago-figueir","/ja-jp/blog/authors/tsvi-zandany","/ja-jp/blog/authors/susie-bitters","/ja-jp/blog/authors/vick-kelkar","/ja-jp/blog/authors/vitor-meireles-de-sousa","/ja-jp/blog/authors/yannis-roussos","/ja-jp/blog/automating-with-gitlab-duo-part-2-complex-testing","/ja-jp/blog/demystifying-ci-cd-variables","/ja-jp/blog/event-report-gartner-it-symposium","/ja-jp/blog/gitlab-for-agile-software-development","/ja-jp/blog/gitlab-wallpaper","/ja-jp/blog/gitlab-17-8-release","/ja-jp/blog/gitlab-17-10-release","/ja-jp/blog/monday-merge-2025-august-11","/ja-jp/blog/jenkins-to-gitlab-migration-made-easy","/ja-jp/blog/gitlab-duo-amazon-q-transform-ideas-into-code-in-minutes","/ja-jp/blog/developing-gitlab-duo-series","/ja-jp/blog/getting-started-with-gitlab-how-to-import-your-projects-to-gitlab","/ja-jp/blog/how-to-keep-up-with-ci-cd-best-practices","/ja-jp/blog/partner-sbcands","/ja-jp/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/ja-jp/blog/what-is-kubernetes","/ja-jp/blog/what-is-agile-development","/ja-jp/blog/whats-new-in-git-2-47-0","/ja-jp/blog/u-s-navy-black-pearl-lessons-in-championing-devsecops","/ja-jp/customers/agoda","/ja-jp/customers/connect-i","/ja-jp/customers/moneyfarm","/ja-jp/customers/goldman-sachs","/ja-jp/free-trial/devsecops","/ja-jp/gitlab-duo/duo-amazon-q","/ja-jp/developer-survey/2024/ai","/ja-jp/partners/technology-partners/hashicorp","/ja-jp/pricing/faq-new-product-subscription-tiers","/ja-jp/small-business","/ja-jp/solutions/continuous-software-compliance","/ja-jp/solutions/gitops","/ja-jp/solutions/open-source/join","/ja-jp/solutions/value-stream-management/dora","/ja-jp/pricing/ultimate","/ja-jp/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/ja-jp/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/ja-jp/topics/agile-delivery","/ja-jp/topics/ci-cd/continuous-integration-metrics","/ja-jp/the-source/authors/gitlab","/ja-jp/the-source/authors/bryan-ross","/ja-jp/the-source/authors/kristina-weis","/ja-jp/the-source/authors/taylor-mccaslin","/ja-jp/topics/devops/how-and-why-to-create-devops-platform-team","/ja-jp/topics/devops/ai-code-generation-guide","/ja-jp/topics/devops/what-is-a-devops-platform-engineer","/ja-jp/topics/devsecops/three-steps-to-better-devsecops","/ja-jp/topics/gitops/gitops-workflow","/ja-jp/topics/version-control/benefits-distributed-version-control-system","/ja-jp/topics/version-control/what-is-code-review","/pt-br/customers/iron-mountain","/pt-br/customers/bab","/pt-br/customers/thales","/pt-br/customers/dunelm","/pt-br/ai-transparency-center","/pt-br/free-trial/devsecops","/pt-br/gitlab-duo/duo-amazon-q","/pt-br/pricing/faq-new-product-subscription-tiers","/pt-br/partners/technology-partners/hashicorp","/pt-br/pricing/ultimate","/ja-jp/the-source/ai","/pt-br/solutions","/pt-br/solutions/platform-engineering","/pt-br/solutions/value-stream-management","/pt-br/solutions/continuous-software-security-assurance","/pt-br/software-faster","/ja-jp/the-source/security","/fr-fr/blog/categories/customer-stories","/fr-fr/blog/tags/financial-services","/fr-fr/blog/tags/cd","/fr-fr/blog/tags/open-source","/fr-fr/blog/tags/solutions-architecture","/fr-fr/blog/tags/demo","/pt-br/topics/devops","/pt-br/topics/devops/what-is-a-site-reliability-engineer","/pt-br/topics/ci-cd/benefits-continuous-integration","/pt-br/topics/ci-cd/continuous-integration-server","/pt-br/topics/devops/ai-enhanced-security","/pt-br/topics/gitops","/pt-br/topics/devsecops/what-is-developer-first-security","/pt-br/topics/version-control/how-implement-version-control","/pt-br/topics/version-control/what-is-git-version-control","/pt-br/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/pt-br/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/pt-br/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/pt-br/the-source/security/key-security-trends-for-cisos-in-2025","/pt-br/the-source/authors/chandler-gibbons","/pt-br/the-source/authors/grant-hickman","/pt-br/the-source/authors/lee-faus","/pt-br/the-source","/ja-jp/blog/categories/bulletin-board","/ja-jp/blog/categories/open-source","/ja-jp/blog/tags/research","/ja-jp/blog/tags/ci","/ja-jp/blog/tags/features","/ja-jp/blog/tags/zero-trust","/ja-jp/blog/tags/developer-survey","/ja-jp/blog/tags/kubernetes","/blog/categories/product","/blog/tags/releases","/blog/categories/company","/blog/tags/careers","/blog/tags/contributors","/blog/tags/gitops","/blog/tags/devsecops","/blog/tags/testing","/blog/tags/news","/fr-fr/blog","/blog"]}