{"id":"6a5e5c63-8958-4d2c-9ac1-fdd1009cf1be","timestamp":1754078891085,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/blog/authors/guenjun-yoo","/de-de/blog/authors/aaron-peters-member-good-docs-project","/de-de/blog/authors/andrew-taylor","/de-de/blog/authors/goetz-buerkle","/de-de/blog/authors/allie-holland","/de-de/blog/authors/ameya-darshan","/de-de/blog/authors/ashley-smith","/de-de/blog/authors/anthony-davanzo","/de-de/blog/authors/betsy-bula","/de-de/blog/authors/bart-zhang","/de-de/blog/authors/carl-myers","/de-de/blog/authors/chris-ward","/de-de/blog/authors/alana-bellucci","/de-de/blog/authors/charvi-mendiratta","/de-de/blog/authors/brandon-jung","/de-de/blog/authors/christina-hupy-phd","/de-de/blog/authors/david-desanto-chief-product-officer-gitlab","/de-de/blog/authors/colin-fletcher","/de-de/blog/authors/craig-miskell","/de-de/blog/authors/dr-elle-obrien","/de-de/blog/authors/emilie-schario","/de-de/blog/authors/daniel-helfand","/de-de/blog/authors/eric-eastwood","/de-de/blog/authors/ev-kontsevoy","/de-de/blog/authors/brian-rhea","/de-de/blog/authors/erika-feldman","/de-de/blog/authors/dennis-appelt","/de-de/blog/authors/dj-mountney","/de-de/blog/authors/gabriel-engel","/de-de/blog/authors/fatima-sarah-khalid","/de-de/blog/authors/gitlab-ai-assisted-group","/de-de/blog/authors/igor-wiedler","/de-de/blog/authors/jacki-bauer","/de-de/blog/authors/hiroki-suezawa","/de-de/blog/authors/jake-stein","/de-de/blog/authors/hakeem-abdul-razak","/de-de/blog/authors/jay-newman","/de-de/blog/authors/jim-riley","/de-de/blog/authors/joey-salazar","/de-de/blog/authors/jensen-stava","/de-de/blog/authors/joyce-tompsett","/de-de/blog/authors/john-mcguire","/de-de/blog/authors/keanon-okeefe","/de-de/blog/authors/jose-finotto","/de-de/blog/authors/kirsten-abma","/de-de/blog/authors/janis-altherr","/de-de/blog/authors/justin-farris","/de-de/blog/authors/luka-trbojevic","/de-de/blog/authors/lee-faus","/de-de/blog/authors/kyle-mann","/de-de/blog/authors/mario-de-la-ossa","/de-de/blog/authors/matt-smiley","/de-de/blog/authors/matej-latin","/de-de/blog/authors/marc-radulescu","/de-de/blog/authors/mayank-tahilramani","/de-de/blog/authors/nate-rosandich","/de-de/blog/authors/michael-friedrich","/de-de/blog/authors/nicole-schwartz","/de-de/blog/authors/nuritzi-sanchez","/de-de/blog/authors/mike-eddington","/de-de/blog/authors/owen-williams","/de-de/blog/authors/paul-badcock","/de-de/blog/authors/rayana-verissimo","/de-de/blog/authors/philip-welz","/de-de/blog/authors/priyanka-sharma","/de-de/blog/authors/romuald-atchad","/de-de/blog/authors/sara-kassabian","/de-de/blog/authors/sacha-guyon","/de-de/blog/authors/rob-jackson","/de-de/blog/authors/sean-mcgivern","/de-de/blog/authors/samantha-lee","/de-de/blog/authors/stacy-cline","/de-de/blog/authors/sascha-eggenberger","/de-de/blog/authors/sherida-mcmullan","/de-de/blog/authors/steve-grossman","/de-de/blog/authors/tye-davis","/de-de/blog/authors/suzanne-selhorn","/de-de/blog/authors/tomas-vik","/de-de/blog/authors/thong-kuah","/de-de/blog/authors/vicky-steeves","/de-de/blog/authors/vlad-budica","/de-de/blog/authors/yevgeny-pats","/de-de/blog/automating-with-gitlab-duo-part-3-validating-testing","/de-de/blog/how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code","/de-de/blog/exact-code-search-find-code-faster-across-repositories","/de-de/blog/getting-started-with-gitlab-working-with-ci-cd-variables","/de-de/blog/gitlab-duo-enterprise-is-now-available","/de-de/blog/how-to-use-gitlabs-custom-compliance-frameworks-in-your-devsecops","/de-de/blog/introducing-the-source-insights-for-the-future-of-software-development","/de-de/blog/seamlessly-migrate-from-jira-to-gitlab-with-jira2lab-at-scale","/de-de/blog/gitlab-named-a-leader-in-the-2024-gartner-magic-quadrant-for-devops","/de-de/blog/migration-guide-github-advanced-security-to-gitlab-ultimate","/de-de/blog/what-s-new-in-git-2-50-0","/de-de/blog/what-is-a-rest-api-guide-and-functions","/de-de/blog/the-ultimate-guide-to-sboms","/de-de/blog/unveiling-a-new-epic-experience-for-improved-agile-planning","/de-de/blog/developing-gitlab-duo-blending-ai-and-root-cause-analysis-to-fix-ci-cd","/de-de/blog/a-beginners-guide-to-the-git-reftable-format","/de-de/pricing/premium-promo","/de-de/pricing/faq-jihu","/de-de/customers/fullsave","/de-de/customers/thezebra","/de-de/customers/caci","/de-de/customers/lockheed-martin","/blog/15-git-tips-improve-workflow","/blog/6-ways-smbs-can-leverage-the-power-of-a-devops-platform","/blog/4-must-know-devops-principles","/blog/5-things-i-learned-during-my-30-day-internship-with-gitlab-s-data-team","/blog/2021-devsecops-survey-the-great-shift-left-continues","/de-de/calculator","/de-de/faster-together","/de-de/topics/agile-delivery","/de-de/topics/devsecops/three-steps-to-better-devsecops","/de-de/topics/version-control/benefits-distributed-version-control-system","/de-de/topics/devops/ai-code-generation-guide","/de-de/topics/gitops/gitops-workflow","/blog/a-3-step-plan-for-devops-platform-migration","/blog/a-deep-dive-into-the-security-analyst-persona","/de-de/topics/devops/what-is-a-devops-platform-engineer","/de-de/topics/devops/how-and-why-to-create-devops-platform-team","/blog/a-single-codebase-for-gitlab-community-and-enterprise-edition","/blog/accelerate-cloud-adoption-with-gitlabs-open-source-partnership-with-google-cloud","/de-de/topics/version-control/what-is-code-review","/blog/action-needed-in-response-to-cve2021-22205","/de-de/partners/technology-partners/google-cloud-platform","/de-de/services","/blog/agile-pairing-sessions","/blog/advanced-search-data-migrations","/de-de/topics/ci-cd/continuous-integration-metrics","/blog/ajxchapman-ask-a-hacker","/de-de/gitlab-duo/agent-platform","/blog/announcing-git-lfs-support-in-gitlab","/blog/application-modernization-best-practices","/blog/arm-open-source-makes-a-seamless-migration-to-gitlab","/blog/amazon-linux-2-support-and-distro-specific-packages","/blog/athlinks-cuts-runtime-in-half-with-giltab","/de-de/solutions/telecommunications","/blog/authors/andrew-chilton","/blog/authors/abubakar-siddiq-ango","/blog/authors/aricka-flowers","/blog/authors/andy-rogers","/blog/authors/alex-martin","/blog/authors/atlassian-bitbucket-github-gitlab","/blog/authors/betsy-church","/blog/authors/beatriz-barbosa","/blog/authors/brandon-jung","/blog/authors/amanda-folson","/blog/authors/brian-rhea","/blog/authors/carl-myers","/blog/authors/charvi-mendiratta","/blog/authors/chris-ward","/blog/authors/craig-miskell","/blog/authors/christina-hupy-phd","/blog/authors/colin-fletcher","/blog/authors/dave-wentzel","/blog/authors/daniel-helfand","/blog/authors/deepa-mahalingam","/blog/authors/dinesh-bolkensteyn","/blog/authors/eric-brinkman","/blog/authors/elliot-rushton","/blog/authors/dov-hershkovitch","/blog/authors/eugenia-hannon","/blog/authors/gina-doyle","/blog/authors/erick-banks","/blog/authors/fatih-acet","/blog/authors/gabe-weaver","/blog/authors/gitlab","/blog/authors/grzegorz-bizon","/blog/authors/heather-simpson","/blog/authors/haim-snir","/blog/authors/ian-pedowitz","/blog/authors/ivanha-paz","/blog/authors/jason-plum","/blog/authors/jaime-martnez","/blog/authors/jamie-rachel","/blog/authors/jeff-park","/blog/authors/jeroen-van-baarsen","/blog/authors/joel-krooswyk","/blog/authors/john-jarvis","/blog/authors/joo-pereira","/blog/authors/josh-kodroff-pulumi","/blog/authors/karen-caras","/blog/authors/julie-byrne","/blog/authors/lasse-schuirmann","/blog/authors/kurt-dusek","/blog/authors/kenny-johnston","/ai-transparency-center","/blog/authors/lee-tickett","/de-de/solutions/gitlab-duo-pro/sales","/blog/authors/lyle-kozloff","/blog/authors/mark-fletcher","/blog/authors/marcel-van-remmerden","/blog/authors/matt-baldwin","/blog/authors/michael-karampalas","/blog/authors/meghan-maneval","/blog/authors/neha-khalwadekar","/blog/authors/matthew-macfarlane","/blog/authors/mike-gerwitz","/blog/authors/nicole-schwartz","/blog/authors/nuritzi-sanchez","/blog/authors/patty-cheung","/blog/authors/ottilia-westerlund","/blog/authors/pedro-moreira-da-silva","/blog/authors/raquel-campuzano","/blog/authors/rusty-weston-guest-contributor","/blog/authors/plapadoo","/blog/authors/riccardo-padovani","/blog/authors/rohit-shambhuni","/blog/authors/sam-morris","/blog/authors/sandra-gittlen","/blog/authors/scott-hampton","/blog/authors/shane-rice","/blog/authors/simon-tarchichi","/blog/authors/sarah-waldner","/blog/authors/stephen-walters","/blog/authors/suri-patel","/blog/authors/ted-gieschen","/blog/authors/tobias-gnther","/blog/authors/tristan-read","/blog/authors/vanessa-wegner","/blog/authors/vincy-wilson","/blog/authors/william-arias","/blog/auto-devops-explained","/blog/aws-fargate-codebuild-build-containers-gitlab-runner","/blog/behind-the-scenes-how-we-built-review-apps","/blog/automating-boring-git-operations-gitlab-ci","/blog/autoscale-ci-runners","/blog/best-practices-customer-feature-request","/blog/basics-of-gitlab-ci-updated","/blog/better-devops-with-gitlab-ci-cd","/blog/bring-gitlab-to-classroom-nearyou","/blog/building-inclusive-gaming-community-gitlab","/blog/can-your-ci-cd-environment-support-ai-powered-devsecops","/blog/building-a-cicd-pipeline-in-20-mins","/blog/building-an-elixir-release-into-docker-image-using-gitlab-ci-part-1","/blog/chris-hill-devops-enterprise-summit-talk","/blog/celebrating-one-million-bug-bounties-paid","/blog/challenges-of-code-reviews","/blog/ci-cd-the-ticket-to-multicloud","/blog/cloud-native-architectures-made-easy","/blog/code-suggestions-improves-developer-productivity","/blog/collaborative-course-environment-gitlab-grav","/blog/comparing-static-site-generators","/blog/continuous-machine-learning-development-with-gitlab-ci","/blog/contributor-after-single-code-base","/blog/conan-c-cpp-package-management-integration","/blog/considering-a-career-in-security","/blog/customer-story-charge-communications","/blog/coreos-acquisition","/blog/creating-the-gitlab-controls-framework","/blog/delayed-replication-for-disaster-recovery-with-postgresql","/blog/deploy-aws","/blog/day-in-the-life-remote-worker","/blog/developers-crave-modern-tools","/blog/designing-in-an-all-remote-company","/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/donatinator-open-source-donation-platform","/blog/e-factor-productivity","/blog/efficient-pipelines","/blog/email-opt-in-policy-announcement","/blog/engineering-managers-automate-their-jobs","/blog/ensure-auto-devops-work-after-helm-stable-repo","/blog/evolution-of-zero-trust","/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/feature-highlight-saml","/blog/friends-dont-let-friends-add-options-to-code","/blog/first-code-to-ci-cd-deployments-in-5-minutes","/blog/five-reasons-to-simplify-agile-planning-tool-configuration-gitlab","/blog/fluentd-using-gitlab-ci-cd","/blog/future-direction-gitlab","/blog/gary-gruver-interview-post","/blog/get-started-ci-pipeline-templates","/blog/getting-started-gitlab-ci-gcp","/blog/git-fetch-performance","/blog/getting-started-with-gitlab-mastering-project-management","/blog/git-ransom-campaign-incident-report-atlassian-bitbucket-github-gitlab","/blog/gitlab-17-2-release","/blog/gitlab-16-7-release","/blog/github-free-for-teams","/blog/gitlab-18-1-released","/blog/gitlab-ai-assisted-features","/blog/gitlab-achieves-pci-dss-attestation-of-compliance","/blog/gitlab-and-reproducibility","/blog/gitlab-arm-aws-graviton2-solution","/blog/gitlab-changes-to-cloudflare","/blog/gitlab-commit-speaker-announcement","/blog/gitlab-ci-on-google-kubernetes-engine","/blog/gitlab-critical-patch-release-17-1-1-17-0-3-16-11-5","/blog/gitlab-com-container-registry-cdn-change","/blog/gitlab-daily-tools","/blog/gitlab-dot-com-now-supports-an-alternate-git-plus-ssh-port","/blog/gitlab-duo-pro","/blog/gitlab-duo-chat-101-get-more-done-on-gitlab-with-our-ai-assistant","/blog/gitlab-first-deployed-kubernetes-api-to-multiple-clouds","/blog/gitlab-eks-integration-how-to","/blog/gitlab-google-partnership-s3c","/blog/gitlab-is-now-an-approved-slp-vendor-in-california","/blog/gitlab-incident-management","/blog/gitlab-for-education-student-spotlights","/blog/gitlab-meetups-september-2019","/blog/gitlab-joins-forces-with-gravitational","/blog/gitlab-issue-bash-june-2017","/blog/gitlab-leader-gartner-magic-quadrant-devops-platforms","/blog/gitlab-heroes-unmasked-lessons-from-early-mistakes","/blog/gitlab-named-a-leader-in-the-forrester-wave-devops-platforms-q2-2025","/blog/gitlab-original-t-shirt","/blog/gitlab-october-2019-meetups","/blog/gitlab-partner-of-year-emea-apac-award-winners","/blog/gitlab-patch-release-17-11-1-17-10-5-17-9-7","/blog/gitlab-patch-release-17-6-1-17-5-3-17-4-5","/blog/gitlab-patch-release-18-0-1-17-11-3-17-10-7","/blog/gitlab-reinstates-list-of-servers-that-have-malware","/blog/gitlab-premium-with-duo","/blog/gitlab-runner-update-required-to-use-auto-devops-and-sast","/blog/gitlab-summit-cape-town-recap","/blog/gitlab-security-tools-and-the-hipaa-risk-analysis","/blog/gitlab-swag-shop-opened","/blog/gitlab-todos-feature-highlight","/blog/gitlab-ultimate-and-gold-free-for-education-and-open-source","/blog/gitlab-value-stream-analytics","/blog/gitlab-without-gitolite","/blog/gitlabs-contributions-to-git-2-44-0","/blog/gitops-next-big-thing-automation","/blog/gitpitch-slideshow-presentations-for-developers-on-gitlab","/blog/google-cloud-integrations-for-secure-cloud-run-deployments-at-gitlab","/blog/hackathon-recap","/blog/gl-for-pm-prt-2","/blog/gpg-key-used-to-sign-gitlab-runner-packages-rotated","/blog/hey-icons-lighten-up","/blog/hosted-runners-for-gitlab-dedicated-now-in-limited-availability","/blog/how-carrefour-and-thales-are-evolving-their-ci-cd-platforms","/blog/how-gitlab-agile-planning-improves-collaborative-project-management","/blog/how-gitlab-handles-retrospectives","/blog/how-gitlab-successfully-expanded-our-soc-2-type-ii-trust-services-report-criteria","/blog/how-gitlabs-red-team-automates-c2-testing","/blog/how-the-open-source-community-can-build-more-accessible-products","/blog/how-is-it-being-a-new-mom-working-for-gitlab","/blog/how-to-automate-localization-for-flutter-apps","/blog/how-smbs-can-save-with-gitlabs-devops-platform","/blog/how-to-evaluate-gitlab-during-ee-trial","/blog/how-to-configure-sidekiq-for-gitlab-at-scale","/blog/how-to-bring-devops-to-the-database-with-gitlab-and-liquibase","/blog/how-to-harmonize-agile-sprints-with-product-roadmaps","/blog/how-to-learn-ci-cd-fast","/blog/how-to-optimize-gitlab-s-culture-with-proper-values","/blog/how-to-stand-up-gitlab-in-awsmp","/blog/how-to-scan-a-full-commit-history-to-detect-sensitive-secrets","/blog/how-to-transform-compliance-observation-management-with-gitlab","/blog/how-ux-research-impacts-product-decisions","/blog/how-we-built-gitlab-geo","/de-de/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/blog/how-we-migrated-our-markdown-processing-to-commonmark","/de-de/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/blog/how-we-scaled-our-summits","/blog/how-we-used-gitlab-to-automate-our-monthly-retrospectives","/blog/improve-your-gitlab-productivity-with-these-10-tips","/blog/impact-of-the-file-type-variable-change-15-7","/blog/how-were-using-dast2-for-easier-scan-configuration","/blog/incident-management-with-gitlab","/blog/inside-gitlabs-healthy-backlog-initiative","/blog/installing-gitlab-on-raspberry-pi-64-bit-os","/blog/introducing-ci-cd-steps-a-programming-language-for-devsecops-automation","/blog/interesting-things-ux-is-working-on-february-2021","/blog/introducing-gitlab-serverless","/de-de/the-source/authors/gitlab","/blog/introducing-review-apps","/blog/issue-boards-anniversary","/blog/its-time-to-put-the-sec-in-devsecops","/blog/introducing-the-source-insights-for-the-future-of-software-development","/blog/join-our-december-issue-bash","/blog/just-commit-launch","/blog/key-organizational-models-for-devops-teams","/blog/kubecon-na-2019-are-you-about-to-break-prod","/de-de/the-source/authors/bryan-ross","/de-de/the-source/authors/taylor-mccaslin","/de-de/the-source/authors/kristina-weis","/blog/learn-python-with-pj-part-3","/blog/kubernetes-the-container-orchestration-solution","/blog/less-headaches","/blog/low-code-no-code","/blog/making-gitlab-faster","/blog/little-things-make-a-difference","/blog/manager-training","/blog/measuring-engineering-productivity-at-gitlab","/blog/marcel-amirault-contributor-post","/blog/merging-ce-and-ee-codebases","/blog/meet-the-2024-gitlab-partner-of-the-year-award-winners","/blog/migrating-from-jenkins","/blog/modernizing-a-simple-c-application-to-java-with-gitlab-duo","/blog/mitigating-the-impact-of-docker-hub-pull-requests-limits","/blog/movingtogitlab","/blog/more-performant-and-robust-task-lists-in-gitlab","/blog/navigation-redesign","/blog/notification-on-pipeline-succeeds","/blog/new-git-default-branch-name","/blog/new-typefaces-in-gitlab","/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/overhauling-the-navigation-is-like-building-a-dream-home","/blog/partial-clone-for-massive-repositories","/blog/personal-profile","/blog/pipelines-as-code","/blog/posting-to-your-gitlab-pages-blog-from-ios","/blog/prevent-crypto-mining-abuse","/blog/q42020-hackathon-recap","/blog/python-3-defailt-for-license-compliance","/blog/progressive-delivery-using-review-apps","/blog/publish-code-coverage-report-with-gitlab-pages","/blog/rearchitecting-git-object-database-mainentance-for-scale","/blog/quick-vulnerability-remediation-with-gitlab-advanced-sast-duo-ai","/blog/reduce-cycle-time","/blog/refactoring-javascript-to-typescript-with-gitlab-duo-workflow","/blog/remote-communication","/blog/remote-work-facilitates-devops","/blog/review-apps-continuous-case-study","/blog/secure-journey-continuous-delivery","/blog/safe-deploys","/blog/securing-your-code-on-gitlab","/blog/secure-and-publish-python-packages-a-guide-to-ci-integration","/blog/security-strengthened-by-interation-and-transparency","/blog/serverless-js-project-template","/blog/smashing-bugs-and-dropping-names-in-2021","/blog/sfdx-promo-trailhead-blog","/blog/solve-devsecops-challenges-with-gitlab-ci-cd","/blog/simple-kubernetes-management-with-gitlab","/blog/speed-security-devops","/blog/ssg-overview-gitlab-pages-part-2","/blog/start-using-git","/blog/strategies-to-reduce-cycle-times","/blog/supercharge-productivity-with-gitlab-duo","/blog/synchronous-collaboration-as-a-remote-designer-at-gitlab","/blog/take-our-devops-quiz","/blog/ten-reasons-why-your-business-needs-ci-cd","/blog/the-importance-of-compliance-in-devops","/blog/the-road-to-smarter-code-reviewer-recommendations","/blog/the-cloud-native-all-remote-security-challenge","/blog/the-difference-transparency-makes-in-security","/blog/the-ultimate-guide-to-enabling-saml","/blog/there-is-no-mlops-without-devsecops","/blog/tips-for-managing-engineering-teams-remotely","/blog/three-reasons-gitlab-is-not-vulnerable-to-the-gollum-vulnerability","/blog/top-five-cloud-trends","/blog/top-10-gitlab-technical-blogs-of-2023","/blog/track-your-time-in-the-same-tool-you-do-your-work","/blog/triage-issues-gitmate","/blog/two-bugs-and-a-quick-fix-in-gitpod","/blog/tutorial-install-vs-code-on-a-cloud-provider-vm-and-set-up-remote-access","/blog/updates-and-actions-to-address-logj-in-gitlab","/blog/ultimate-guide-to-migrating-from-aws-codecommit-to-gitlab","/blog/unofficial-gitlab-ci-runner","/blog/use-gitlab-with-vscode","/blog/upgrading-bootstrap-vue","/blog/using-web-components-to-encapsulate-css-and-resolve-design-system-conflicts","/blog/using-gitlab-ci-to-build-gitlab-faster","/blog/version-12-year-in-review","/blog/vscode-workflows-for-working-with-gitlab","/blog/want-secure-software-development-our-top-5-tips-to-bring-dev-and-sec-together","/de-de/the-source/security","/blog/what-is-cloud-native","/blog/webcast-wrapup","/blog/were-increasing-bounties-in-our-bug-bounty-program","/blog/what-south-africa-taught-me-about-cybersecurity","/de-de/the-source/ai","/blog/what-were-reading-in-september","/blog/why-choose-bare-metal","/blog/whitesource-for-dependency-scanning","/blog/why-do-gitlab-designers-contribute-to-the-codebase","/blog/whats-new-in-git-2-48-0","/blog/why-hackerone-gets-love-letters-from-developers","/blog/why-now-is-the-time-for-embedded-devsecops","/blog/why-we-chose-echarts","/blog/working-at-gitlab-affects-my-life","/blog/why-were-replacing-gitlab-ci-jobs-with-gitlab-ci-dot-yml","/blog/zero-trust-at-gitlab-the-data-classification-and-infrastructure-challenge","/blog/wow-rule","/blog/you-are-hired-two-gitlab-contributors-turn-their-success-into-full-time-engineering-roles","/customers/inventx","/customers/parimatch","/customers/goldman-sachs","/customers/surf","/customers/mckenzie-intelligence-services","/customers/university-of-cambridge","/customers/zoopla","/customers/caci","/customers/dunelm","/customers/alteryx","/customers/credit-agricole","/company/contact","/compliance/pci-compliance","/press/releases/2018-01-30-gemnasium-acquisition","/press/releases/2022-09-06-gitlab-reports-second-quarter-fiscal-year-2023-financial-results","/press/releases/2017-06-26-creationline-press-release","/press/releases/2020-06-11-gitlab-acquires-peach-tech-and-fuzzit-to-expand-devsecops-offering","/press/releases/2019-07-26-gitlab-recognized-in-gartner-peer-insights-customers-choice-for-eapt","/press/releases/2018-12-04-goldman-sachs-invests-20-million-gitlab","/press/releases/2019-09-20-gitlab-named-cloud-native-continuous-integration-tools-leader","/press/releases/2020-04-14-gitlab-expands-into-australian-market","/press/releases/2021-11-03-gitlab-inc-named-a-representative-vendor-in-new-gartner-market-guide","/press/releases/2020-11-19-gitlab-completes-integration-of-fuzzing-solutions","/press/releases/2021-06-22-gitlab-brings-future-of-workl-leaders-together-for-remote-by-gitlab-event","/press/releases/2022-04-04-gitlab-cmo-press-release","/press/releases/2021-04-20-all-remote-playbook","/press/releases/2022-11-30-gitlab-to-present-at-the-ubs-global-tmt-conference","/partners/technology-partners/aws","/press/releases/2023-04-20-gitlab-seventh-devsecops-report-security-without-sacrifices","/press/releases/2023-06-13-gitlab-appoints-josh-lemos-ciso","/press/releases/2024-03-04-gitlab-reports-fourth-quarter-and-full-fiscal-year-2024-financial-results","/press/releases/2024-12-05-gitlab-names-bill-staples-as-new-ceo","/press/releases/2024-06-12-gitlab-announces-expanded-integrations-with-google-cloud-to-elevate-the-developer-experience","/press/releases/2023-09-06-gitlab-to-present-at-the-piper-sandler-growth-frontiers-conference","/press/releases/2025-05-15-gitlab-announces-gitlab-18-with-ai-native-capabilities-to-increase-developer-productivity","/press/releases/gitlab-chief-product-officer-to-present-at-rbc-capital-markets-conference-2024","/pricing/faq-jihu","/press/press-kit","/solutions/jira","/gartner-mq-ai-code-assistants","/install","/resources/study-forrester-tei-gitlab-ultimate","/stages-devops-lifecycle/plan","/support/gitlab-com-policies","/solutions/compliance","/solutions/github","/support/us-government-support","/small-business","/solutions/value-stream-management","/events/epic-conference/paris","/topics/agile-delivery/agile-ppm","/topics/ci-cd/continuous-integration-agile","/topics/ci-cd/shift-left-devops","/topics/devops/devops-beginner-resources","/topics/devops/use-devops-platform-to-avoid-devops-tax","/topics/devsecops/devsecops-security-checklist","/topics/multicloud","/solutions/public-sector","/topics/gitops/gitops-best-practices","/pricing/premium/why-upgrade","/topics/version-control/version-control-best-practices","/es/partners/benefits","/topics/version-control/what-is-innersource","/es/customers/cern","/es/pricing/faq-compute-minutes","/es/get-help","/es/customers/moneyfarm","/es/customers/goldman-sachs","/es/security","/diversity-inclusion-belonging","/es/diversity-inclusion-belonging","/es/solutions/github","/es/company","/the-source/ai/transform-automotive-embedded-development-with-ai","/the-source/security/the-key-to-innovation-and-compliance-in-financial-services","/the-source/platform/whats-next-in-devsecops-for-telecommunications","/es/pricing/premium","/es/solutions/startups","/the-source/platform/beyond-the-portal-hype-why-you-need-a-platform-first","/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/the-source/ai/implementing-effective-guardrails-for-ai-agents","/the-source/ai/emerging-agentic-ai-trends-reshaping-software-development","/the-source/platform/platform-engineering-its-about-culture-not-tools","/the-source/platform/high-performing-development-teams-your-business-advantage","/the-source/security/embedding-risk-intelligence-into-your-software-supply-chain","/es/topics/agile-delivery/agile-ppm","/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/es/topics/single-application","/es/topics/continuous-delivery","/es/topics/ci-cd/continuous-integration-continuous-delivery-work-together","/es/topics/devsecops/sast-vs-dast","/es/topics/gitops/gitops-multicloud-deployments-gitlab","/es/topics/devops/devops-tools-explained","/es/topics/version-control/what-is-centralized-version-control-system","/es/topics/devops/what-is-a-devops-engineer","/es/why-gitlab","/fr-fr/blog/authors/atlassian-bitbucket-github-gitlab","/fr-fr/blog/a-guide-to-the-breaking-changes-in-gitlab-18-0","/fr-fr/blog/authors/alex-fracazo","/fr-fr/blog/authors/andrea-borga","/fr-fr/blog/authors/anton-smith","/fr-fr/blog/authors/allison-whilden","/fr-fr/blog/authors/andrew-thomas","/fr-fr/blog/authors/aathira-nair","/the-source/authors/ayoub-fandi","/the-source/authors/joel-krooswyk","/the-source/authors/emilio-salvador","/fr-fr/blog/authors/beatriz-barbosa","/the-source/authors/sandra-gittlen","/fr-fr/blog/authors/betsy-church","/fr-fr/blog/authors/brandon-lyon","/fr-fr/blog/authors/brian-wald","/fr-fr/blog/authors/cherry-han","/fr-fr/blog/authors/christina-lohr","/fr-fr/blog/authors/chris-weber","/fr-fr/blog/authors/carol-teskey","/fr-fr/blog/authors/connor-gilbert","/fr-fr/blog/authors/creighton-swank","/fr-fr/blog/authors/david-oregan","/fr-fr/blog/authors/daniel-mora","/fr-fr/blog/authors/dennis-tang","/fr-fr/blog/authors/dmitriy-job","/fr-fr/blog/authors/drew-blessing","/fr-fr/blog/authors/emilio-salvador","/fr-fr/blog/authors/eric-rosenberg","/fr-fr/blog/authors/fernando-diaz","/fr-fr/blog/authors/eva-sasson","/fr-fr/blog/authors/gabriel-le-breton","/fr-fr/blog/authors/erin-krengel-pulumi","/fr-fr/blog/authors/gitlab-france-team","/fr-fr/blog/authors/hannah-sutor","/fr-fr/blog/authors/guest-author-andr-arko-of-ruby-together","/fr-fr/blog/authors/gosia-ksionek","/fr-fr/blog/authors/inchul-yoo-sunjung-park","/fr-fr/blog/authors/jackie-meshell","/fr-fr/blog/authors/holly-reynolds","/fr-fr/blog/authors/james-dang","/fr-fr/blog/authors/jannik-lehmann","/fr-fr/blog/authors/jim-thavisouk","/fr-fr/blog/authors/jayson-salazar","/fr-fr/blog/authors/jeremy-cooper","/fr-fr/blog/authors/johanna-ambrosio","/fr-fr/blog/authors/john-sparrow","/fr-fr/blog/authors/juan-broullon","/fr-fr/blog/authors/joseph-longo","/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/lukas-eipert","/es/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/fr-fr/blog/authors/lee-matos","/es/the-source/security/how-to-strengthen-security-by-applying-devsecops-principles","/fr-fr/blog/authors/marc-shaw","/fr-fr/blog/authors/matt-wilson","/fr-fr/blog/authors/mayra-cabrera","/fr-fr/blog/authors/mark-art","/fr-fr/blog/authors/mathias-ewald","/es/the-source/ai/how-to-put-generative-ai-to-work-in-your-devsecops-environment","/fr-fr/blog/authors/neha-khalwadekar","/fr-fr/blog/authors/mike-flouton","/fr-fr/blog/authors/michael-henriksen","/fr-fr/blog/authors/nikhil-george","/fr-fr/blog/authors/oleksandr-pysaryuk","/fr-fr/blog/authors/paul-gascou-vaillancourt","/fr-fr/blog/authors/pter-bozs","/fr-fr/blog/authors/pablo-carranza","/fr-fr/blog/authors/philippe-lafoucrire","/fr-fr/blog/authors/rob-ribeiro","/fr-fr/blog/authors/safwan-ahmed","/fr-fr/blog/authors/ronald-van-zon","/fr-fr/blog/authors/rebecca-dodd","/fr-fr/blog/authors/sameer-farooqui-octoml","/fr-fr/blog/authors/sara-meadzinger","/fr-fr/blog/authors/sean-packham","/fr-fr/blog/authors/sasha-bannister","/fr-fr/blog/authors/stan-hu","/fr-fr/blog/authors/shinya-maeda","/fr-fr/blog/authors/steve-ropa","/fr-fr/blog/authors/tim-davis","/fr-fr/blog/authors/tomasz-maczukin","/fr-fr/blog/authors/tanuja-jayarama-raju","/fr-fr/blog/authors/victor-hernandez","/fr-fr/blog/authors/tyler-williams","/fr-fr/blog/authors/vlad-stoianovici","/fr-fr/blog/authors/yorick-peterse","/fr-fr/blog/basics-of-gitlab-ci-updated","/fr-fr/blog/finserv-how-to-implement-gitlabs-separation-of-duties-features","/fr-fr/blog/getting-started-with-gitlab-working-with-ci-cd-variables","/fr-fr/blog/gitlab-duo-self-hosted-enterprise-ai-built-for-data-privacy","/fr-fr/blog/gitlab-named-a-leader-in-the-forrester-wave-devops-platforms-q2-2025","/fr-fr/blog/developing-gitlab-duo-how-we-are-dogfooding-our-ai-features","/es/the-source/authors/brian-wald","/es/the-source/authors/george-kichukov","/fr-fr/blog/introducing-gitlabs-new-planner-role-for-agile-planning-teams","/fr-fr/blog/how-to-keep-up-with-ci-cd-best-practices","/fr-fr/blog/unlocking-agile-excellence-gitlab-epics-for-seamless-portfolio-management","/fr-fr/blog/the-ultimate-guide-to-sboms","/fr-fr/blog/large-language-model","/fr-fr/blog/what-is-an-okr-definition","/fr-fr/blog/how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code","/fr-fr/customers/conversica","/fr-fr/blog/refactor-code-into-modern-languages-with-ai-powered-gitlab-duo","/fr-fr/customers/nvidia","/fr-fr/customers/hilti","/fr-fr/customers/airbus","/fr-fr/blog/whats-new-in-git-2-47-0","/fr-fr/gartner-mq-ai-code-assistants","/es/the-source/authors/julie-griffin","/es/the-source/authors/stephen-walters","/fr-fr/solutions/public-sector","/fr-fr/solutions/automotive","/fr-fr/partners/technology-partners/redhat","/fr-fr/integrations","/fr-fr/topics/agile-delivery/agile-methodology","/fr-fr/topics/cloud-native","/fr-fr/topics/ci-cd/continuous-integration-best-practices","/fr-fr/topics/devsecops","/fr-fr/topics/devops/value-stream-mapping","/fr-fr/topics/devops/devops-test-automation","/fr-fr/resources","/fr-fr/topics/serverless","/fr-fr/topics/gitops/gitops-gitlab-collaboration","/fr-fr/topics/version-control/what-are-gitlab-flow-best-practices","/it-it/faster-together","/it-it/gitlab-duo/agent-platform","/it-it/customers/remote","/it-it/customers/airwallex","/it-it/customers/cube","/it-it/partners/technology-partners/hashicorp","/es/the-source/platform","/de-de/blog/categories/bulletin-board","/fr-fr/value-stream-workshop","/it-it/pricing/faq-new-product-subscription-tiers","/de-de/blog/categories/security","/it-it/solutions/value-stream-management","/it-it/solutions/open-source","/it-it/solutions/aerospace","/fr-fr/developer-survey","/it-it/pricing/ultimate","/it-it/topics/ci-cd/choose-continuous-integration-tool","/it-it/topics/ci-cd/implement-continuous-integration","/it-it/topics/devops/ai-for-coding","/it-it/topics/devops/reduce-devops-costs","/it-it/topics/devops/what-is-developer-experience","/fr-fr/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/it-it/topics/devsecops/what-is-fuzz-testing","/it-it/topics/gitops/infrastructure-as-code","/fr-fr/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/it-it/topics/version-control","/fr-fr/the-source/platform/high-performing-development-teams-your-business-advantage","/fr-fr/the-source/ai/how-ai-helps-devsecops-teams-improve-productivity","/it-it/topics/version-control/what-is-git-workflow","/ja-jp/blog/10-best-practices-for-using-ai-powered-gitlab-duo-chat","/ja-jp/blog/authors/andrew-taylor","/ja-jp/blog/authors/anthony-davanzo","/ja-jp/blog/authors/allie-holland","/ja-jp/blog/authors/alana-bellucci","/ja-jp/blog/authors/aaron-peters-member-good-docs-project","/ja-jp/blog/authors/ameya-darshan","/ja-jp/blog/authors/ashley-smith","/fr-fr/the-source/authors/josh-lemos","/fr-fr/the-source/authors/ayoub-fandi","/fr-fr/the-source/authors/sharon-gaudin","/ja-jp/blog/authors/bart-zhang","/fr-fr/the-source/authors/erika-feldman","/ja-jp/blog/authors/betsy-bula","/ja-jp/blog/authors/brandon-jung","/ja-jp/blog/authors/brian-rhea","/ja-jp/blog/authors/carl-myers","/ja-jp/blog/authors/charvi-mendiratta","/it-it/customers","/ja-jp/blog/authors/chris-ward","/ja-jp/blog/authors/christina-hupy-phd","/ja-jp/blog/authors/colin-fletcher","/ja-jp/blog/authors/craig-miskell","/ja-jp/blog/authors/daniel-helfand","/ja-jp/blog/authors/david-desanto-chief-product-officer-gitlab","/ja-jp/blog/authors/dennis-appelt","/ja-jp/blog/authors/dj-mountney","/ja-jp/blog/authors/dr-elle-obrien","/ja-jp/blog/authors/emilie-schario","/ja-jp/blog/authors/erika-feldman","/ja-jp/blog/authors/eric-eastwood","/ja-jp/blog/authors/ev-kontsevoy","/ja-jp/blog/authors/fatima-sarah-khalid","/ja-jp/blog/authors/gabriel-engel","/ja-jp/blog/authors/goetz-buerkle","/ja-jp/blog/authors/guenjun-yoo","/ja-jp/blog/authors/gitlab-ai-assisted-group","/ja-jp/blog/authors/hakeem-abdul-razak","/fr-fr/pricing","/ja-jp/blog/authors/igor-wiedler","/ja-jp/blog/authors/hiroki-suezawa","/ja-jp/blog/authors/jacki-bauer","/it-it/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/ja-jp/blog/authors/jake-stein","/it-it/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer","/ja-jp/blog/authors/janis-altherr","/it-it/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security","/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/jay-newman","/ja-jp/blog/authors/jensen-stava","/ja-jp/blog/authors/jim-riley","/ja-jp/blog/authors/jose-finotto","/ja-jp/blog/authors/joey-salazar","/ja-jp/blog/authors/john-mcguire","/ja-jp/blog/authors/justin-farris","/ja-jp/blog/authors/joyce-tompsett","/ja-jp/blog/authors/kirsten-abma","/ja-jp/blog/authors/keanon-okeefe","/ja-jp/blog/authors/kyle-mann","/ja-jp/blog/authors/luka-trbojevic","/ja-jp/blog/authors/lee-faus","/ja-jp/blog/authors/marc-radulescu","/ja-jp/blog/authors/mario-de-la-ossa","/ja-jp/blog/authors/matej-latin","/ja-jp/blog/authors/mayank-tahilramani","/ja-jp/blog/authors/michael-friedrich","/ja-jp/blog/authors/matt-smiley","/ja-jp/blog/authors/mike-eddington","/ja-jp/blog/authors/naoharu-sasaki","/ja-jp/blog/authors/nupur-sharma","/ja-jp/blog/authors/nico-meisenzahl","/ja-jp/blog/authors/ottilia-westerlund","/ja-jp/blog/authors/patty-cheung","/ja-jp/blog/authors/phil-hughes","/ja-jp/blog/authors/pranay-bakre","/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/sean-arnold","/ja-jp/blog/authors/sri-rangan","/ja-jp/blog/authors/shawn-winters","/ja-jp/blog/authors/steve-azzopardi","/ja-jp/blog/authors/susie-bitters","/ja-jp/blog/authors/tsvi-zandany","/ja-jp/blog/authors/thiago-figueir","/ja-jp/blog/authors/tom-cooney","/ja-jp/blog/authors/vick-kelkar","/it-it/the-source/authors/haim-snir","/ja-jp/blog/authors/vitor-meireles-de-sousa","/it-it/the-source/authors/dave-steer","/it-it/the-source/authors/ncregan","/ja-jp/blog/authors/yannis-roussos","/ja-jp/blog/developing-gitlab-duo-use-ai-to-remediate-security-vulnerabilities","/ja-jp/blog/automating-with-gitlab-duo-part-2-complex-testing","/ja-jp/blog/event-report-japan-it-week-spring-1","/ja-jp/blog/gitlab-18-01-release","/ja-jp/blog/getting-started-with-gitlab-mastering-project-management","/ja-jp/blog/gitlab-duo-with-amazon-q-agentic-ai-optimized-for-aws","/ja-jp/blog/gitlab-named-a-leader-in-the-forrester-wave-devops-platforms-q2-2025","/ja-jp/blog/gitlab-17-3-released","/ja-jp/blog/develop-c-unit-testing-with-catch2-junit-and-gitlab-ci","/ja-jp/blog/how-gitlab-empowers-translators-with-more-context","/ja-jp/blog/partner-classmethod","/ja-jp/blog/mastering-the-basics-of-git-push-tag","/ja-jp/blog/top-10-gitlab-workflow-hacks-you-need-to-know","/ja-jp/blog/using-child-pipelines-to-continuously-deploy-to-five-environments","/ja-jp/blog/what-is-git","/ja-jp/company","/ja-jp/blog/seamlessly-migrate-from-jira-to-gitlab-with-jira2lab-at-scale","/ja-jp/blog/what-s-new-in-git-2-50-0","/ja-jp/customers/iron-mountain","/ja-jp/customers/thales","/ja-jp/customers/caci","/ja-jp/pricing/premium-promo","/ja-jp/customers/dunelm","/ja-jp/pricing/faq-jihu","/ja-jp/services","/ja-jp/solutions/gitlab-duo-pro/sales","/ja-jp/solutions/telecommunications","/ja-jp/partners/technology-partners/google-cloud-platform","/ja-jp/enterprise","/ja-jp/topics/agile-delivery","/ja-jp/topics/ci-cd/continuous-integration-metrics","/ja-jp/topics/devops/ai-code-generation-guide","/ja-jp/topics/devops/how-and-why-to-create-devops-platform-team","/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/getting-started-videos","/ja-jp/topics/version-control/what-is-code-review","/pt-br/resources","/pt-br/ai-transparency-center","/pt-br/pricing/feature-comparison","/pt-br/customers/dunelm","/pt-br/customers/iron-mountain","/pt-br/customers/bab","/pt-br/free-trial","/pt-br/customers/thales","/pt-br/solutions/public-sector","/pt-br/solutions/automotive","/pt-br","/pt-br/partners/technology-partners","/pt-br/topics/ci-cd/cloud-native-continuous-integration","/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","/pt-br/topics/ci-cd/pipeline-as-code","/pt-br/topics/devops/build-a-devops-team","/pt-br/topics/devsecops/beginners-guide-to-container-security","/pt-br/topics/devops/the-role-of-ai-in-devops","/ja-jp/the-source/authors/gitlab","/ja-jp/the-source/authors/bryan-ross","/ja-jp/the-source/authors/kristina-weis","/pt-br/topics/multicloud","/pt-br/topics/gitops/gitlab-enables-infrastructure-as-code","/ja-jp/the-source/authors/taylor-mccaslin","/pt-br/topics/version-control/what-is-innersource","/pt-br/topics/version-control/version-control-best-practices","/pt-br/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/pt-br/the-source/platform/finops-balancing-financial-responsibility-and-innovation","/pt-br/the-source/ai/dora-insights-where-is-ai-really-driving-developer-productivity","/pt-br/the-source/security/enterprise-scale-security-and-compliance-policy-management-in-the-ai-era","/pt-br/the-source/security/why-legacy-code-is-a-security-risk-and-how-ai-can-help","/ja-jp/the-source/security","/ja-jp/the-source/ai","/pt-br/the-source/authors/andre-michael-braun","/pt-br/the-source/authors/derek-debellis","/pt-br/the-source/authors/jlongo","/pt-br/the-source/authors/sabrina-farmer","/fr-fr/blog/categories/company","/fr-fr/blog/categories/security","/ja-jp/blog/categories/bulletin-board","/ja-jp/blog/categories/open-source","/blog/categories/company","/blog/categories/product","/blog/tags/remote-work","/blog/tags/cd","/blog/tags/education","/blog/tags/gke","/blog/tags/customers","/blog/tags/open-source","/blog/tags/tutorial","/ja-jp/blog"]}