{"id":"f26251ae-0b05-45ba-92b1-431a6635351b","timestamp":1759517155798,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/ebook-beginners-guide-secure-software","/de-de/customers/carfax","/de-de/customers/fullsave","/de-de/customers/lockheed-martin","/de-de/customers/thezebra","/de-de/gartner-magic-quadrant","/de-de/blog/definition-what-is-kubernetes","/de-de/blog/automating-with-gitlab-duo-part-1-generating-tests","/de-de/blog/getting-started-with-gitlab-working-with-ci-cd-variables","/de-de/blog/how-to-transform-compliance-observation-management-with-gitlab","/de-de/blog/devsecops-shift-left-guide","/de-de/blog/gitlab-duo-agent-platform-what-is-next-for-intelligent-devsecops","/de-de/blog/how-gitlab-duo-agent-platform-transforms-dataops","/de-de/blog/gitlab-flow-duo","/de-de/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/de-de/blog/introducing-gitlabs-new-planner-role-for-agile-planning-teams","/de-de/blog/safe-without-silos-in-gitlab","/de-de/blog/ultimate-guide-to-ci-cd-fundamentals-to-advanced-implementation","/de-de/blog/what-is-git-the-ultimate-guide-to-gits-role-and-functionality","/de-de/blog/we-need-to-talk-no-proxy","/de-de/blog/measuring-ai-roi-at-scale-a-practical-guide-to-gitlab-duo-analytics","/de-de/blog/gitlab-ultimate-for-ibm-z-modern-devsecops-for-mainframes","/de-de/blog/fine-grained-job-tokens-ga","/de-de/pricing/faq-improved-billing-and-subscription-management","/de-de/blog/a-guide-to-the-breaking-changes-in-gitlab-18-0","/de-de/blog/whats-new-in-git-2-47-0","/de-de/solutions/education/join","/de-de/solutions/nonprofit","/de-de/ai-transparency-center","/de-de/partners/technology-partners/aws","/blog/1k-contributors","/blog/3-debugging-tips-we-learned-from-you","/de-de/security","/blog/1-5m-raised-in-seed-funding-for-gitlab-to-accelerate-growth-and-expand-operations","/de-de/company","/de-de/blog/categories/agile-planning","/blog/5-videos-and-interactive-tours-to-learn-gitlab-duo-fast","/blog/4-ways-to-use-gitlab-issue-boards","/de-de/pricing/premium/why-upgrade","/de-de/blog/categories/open-source","/blog/7-myths-about-open-source","/blog/a-beginners-guide-to-the-git-reftable-format","/blog/a-developers-guide-to-building-secure-retail-apps-with-gitlab","/blog/a-snapshot-of-modern-devops-practices-today","/blog/action-weve-taken-in-response-to-potential-okta-breach","/blog/accelerate-code-reviews-with-gitlab-duo-and-amazon-q","/de-de/gitlab-duo/agent-platform","/blog/agile-planning-with-a-devops-platform","/blog/advice-for-women-seeking-careers-in-tech","/blog/align-business-strategy-and-app-delivery","/blog/american-fuzzy-lop-on-gitlab","/blog/announcing-gitlab-and-mesosphere","/blog/application-modernization-examples","/blog/around-the-world-in-6-releases","/de-de/solutions/source-code-management","/de-de/solutions/automotive","/blog/atlassian-acquires-agilecraft","/de-de/topics/digital-transformation","/de-de/topics/devops-platform","/de-de/topics/ci-cd/cicd-pipeline","/de-de/topics/devops/seven-tips-to-get-the-most-out-of-your-devops-platform","/de-de/topics/devops/beginner-devops-platform","/de-de/topics/microservices","/de-de/topics/ci-cd","/de-de/topics/version-control/what-is-gitlab-flow","/de-de/topics/version-control/software-team-collaboration","/blog/authors/alex-martin","/blog/authors/andrew-chilton","/blog/authors/amanda-folson","/blog/authors/andy-rogers","/blog/authors/achilleas-pipinellis","/blog/authors/atlassian-bitbucket-github-gitlab","/blog/authors/aricka-flowers","/blog/authors/betsy-church","/blog/authors/brian-rhea","/blog/authors/brandon-jung","/blog/authors/christie-lenneville","/blog/authors/charvi-mendiratta","/blog/authors/chris-sterry-dotscience","/blog/authors/clement-ho","/blog/authors/eduardo-bonet","/blog/authors/craig-gomes","/blog/authors/dominic-couture","/blog/authors/daniel-hauenstein","/blog/authors/carl-myers","/blog/authors/beatriz-barbosa","/blog/authors/dave-steer","/blog/authors/diana-logan","/blog/authors/davoud-tu","/blog/authors/emily-kyle","/blog/authors/ethan-strike","/blog/authors/erica-huang","/blog/authors/fabio-busatto","/blog/authors/forrest-brazeal","/blog/authors/gitlab-security-team","/blog/authors/george-kichukov","/blog/authors/greg-alfaro","/blog/authors/gustaw-fit-of-zoopla","/blog/authors/haydn-mackay","/blog/authors/huldra","/blog/authors/jackie-porter","/blog/authors/isaac-dawson","/blog/authors/jarka-koanov-et-al","/blog/authors/james-heimbuck","/blog/authors/jd-alex","/blog/authors/jeremy-elder","/blog/authors/job-van-der-voort","/blog/authors/johannes-bauer","/blog/authors/john-sparrow","/blog/authors/joseph-burnett","/blog/authors/joyce-tompsett","/blog/authors/juliet-wanjohi","/blog/authors/kwan-lee","/blog/authors/khrystyna-humenna","/blog/authors/liz-coleman","/blog/authors/kathy-wang","/blog/authors/lauren-gibbons-paul","/blog/authors/magdalena-frankiewicz","/blog/authors/marco-lenzo","/blog/authors/matt-delaney","/blog/authors/mark-loveless","/blog/authors/matthias-kppler","/blog/authors/mike-vanbuskirk","/blog/authors/michael-miranda","/blog/authors/melissa-farber","/blog/authors/neil-mcdonald","/blog/authors/olena-horal-koretska","/blog/authors/nima-badiey","/blog/authors/pablo-carranza","/blog/authors/paul-gascou-vaillancourt","/blog/authors/philip-welz","/de-de/teamops","/blog/authors/priyanka-sharma","/blog/authors/rayana-verissimo","/blog/authors/roman-kuba","/blog/authors/rmy-coutable","/blog/authors/rutvik-shah","/blog/authors/sam-white","/blog/authors/sarah-waldner","/blog/authors/sandra-salerno","/blog/authors/shane-rice","/blog/authors/scott-hampton","/blog/authors/simon-tarchichi","/blog/authors/stephen-walters","/blog/authors/ted-gieschen","/blog/authors/tina-sturgis","/blog/authors/valerie-silverthorne","/blog/authors/trevor-knudsen","/blog/authors/vincent-jong","/blog/authors/suri-patel","/blog/authors/will-leidheiser","/blog/auto-devops-enabled-by-default","/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/blog/automation-check-in-and-rate-limit-changes-on-gitlab-dot-com","/blog/aws-devsecops-competency-partner","/blog/balancing-career-and-baby","/blog/beginner-guide-python-programming","/blog/best-life-best-work","/blog/better-code-reviews","/blog/bridging-the-visibility-gap-in-software-supply-chain-security","/blog/building-an-award-winning-culture-at-gitlab","/blog/build-and-run-containers-in-remote-development-workspaces","/blog/celebrating-gits-20th-anniversary-with-creator-linus-torvalds","/blog/building-gitlab-with-gitlabcom-how-gitlab-inspired-dedicated","/blog/can-chatgpt-resolve-gitlab-issues","/blog/ci-cd-market-consolidation","/blog/choosing-git-management-solution","/blog/cloud-adoption-roadmap","/blog/code-suggestions-for-all-during-beta","/blog/certification-discount-code-debrief","/blog/collaboration-techniques-for-distributed-teams","/blog/comparing-static-site-generators","/blog/conan-c-cpp-package-management-integration","/blog/considering-a-career-in-security","/blog/continuous-machine-learning-development-with-gitlab-ci","/blog/contributor-after-single-code-base","/blog/coreos-acquisition","/blog/creating-the-gitlab-controls-framework","/blog/custom-rules-duo-agentic-chat-deep-dive","/blog/defend-cicd-security","/blog/database-case-study-store-and-update-namespace-statistics","/blog/deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration","/blog/developing-gitlab-duo-how-we-are-dogfooding-our-ai-features","/blog/developer-relations-at-gitlab-what-weve-learned-since-our-start","/blog/devops-in-education-2021-survey-results","/blog/designing-for-developers","/blog/devsecops-survey-sweepstakes","/blog/docker-my-precious","/blog/devops-workflows-json-format-jq-ci-cd-lint","/blog/efficient-devsecops-nine-tips-shift-left","/blog/dotscience-mlops-integration","/blog/enable-slos-as-code","/blog/enhance-application-security-with-gitlab-hackerone","/blog/epics-roadmap","/blog/elasticsearch-update","/blog/expanding-gitlab-for-startups-program","/blog/fake-gitlab-job-scam","/blog/fast-python-flask-server-deployment-with-gitlab-google-cloud","/blog/feature-highlight-groups","/blog/feature-highlight-user-preferences","/blog/first-time-open-source-contributor-5-things-to-get-you-started","/blog/five-things-i-wish-i-knew-about-kubernetes","/blog/forrester-tei","/blog/from-code-to-production-a-guide-to-continuous-deployment-with-gitlab","/blog/getting-started-with-git-lfs-tutorial","/blog/gemnasium-our-gitlab-journey","/blog/future-merge-requests-realtime-collab","/blog/getting-started-with-gitlab-understanding-ci-cd","/blog/get-started-with-gitlab-duo-agentic-chat-in-the-web-ui","/blog/git-for-business-processes","/blog/github-launch-continuous-integration","/blog/gitlab-actions-to-date-regarding-russian-invasion-of-ukraine","/blog/git-repository-pricing","/blog/gitlab-2016-year-in-review","/blog/gitlab-and-the-three-ways-of-devops","/blog/gitlab-and-accenture-announce-global-reseller-agreement","/blog/gitlab-at-does-2016","/blog/gitlab-chat-ai","/de-de/the-source/authors/ddesanto","/blog/gitlab-com-paid-features","/blog/gitlab-cloud-becomes-gitlab-com","/blog/gitlab-community-forks","/blog/gitlab-dedicated-available","/blog/gitlab-dot-com-storage-limit-raised-to-10gb-per-repo","/de-de/the-source/authors/rschulman","/de-de/the-source/authors/amanda-rueda","/de-de/the-source/authors/iganbaruch","/blog/gitlab-duo-chat-gets-agentic-ai-makeover","/blog/gitlab-duo-with-amazon-q-agentic-ai-optimized-for-aws","/blog/gitlab-enterprise-agile-planning-add-on-for-all-roles","/blog/gitlab-flow-screencast","/blog/gitlab-gdk-remote-development","/blog/gitlab-importers","/blog/gitlab-introduces-new-cis-benchmark-for-improved-security","/blog/gitlab-issue-bash-march-2018","/blog/gitlab-is-open-core-github-is-closed-source","/blog/gitlab-hackerone-bug-bounty-program-is-public-today","/blog/gitlab-live-event-recap","/blog/gitlab-journey-to-cicd","/blog/gitlab-mexico-summit-2017","/blog/gitlab-named-visionary-in-gartner-agile-planning-magic-quadrant","/blog/gitlab-omnibus-packages-now-include-gitlab-ci","/blog/gitlab-oscon-challenge-2015","/blog/gitlab-remote-ceo-shadow-takeaways","/blog/gitlab-raises-20-million-to-complete-devops","/blog/gitlab-partners-with-digitalocean-to-make-continuous-integration-faster-safer-and-more-affordable","/blog/gitlab-security-twenty-twenty-one","/blog/gitlab-summit-greece-recap","/blog/gitlab-switches-to-dco-license","/blog/gitlab-together-with-terratag-open-source-to-help-you-manage-terraform-resources","/blog/gitlab-value-stream-analytics","/blog/gitlab-without-gitolite","/blog/gitlab-ultimate-early-adopter-program","/blog/gitlabs-contributions-to-git-2-44-0","/blog/gitops-next-big-thing-automation","/blog/gitpitch-slideshow-presentations-for-developers-on-gitlab","/blog/gl-for-pm-prt-2","/blog/hosted-runners-for-gitlab-dedicated-available-in-beta","/blog/google-cloud-integrations-for-secure-cloud-run-deployments-at-gitlab","/blog/guide-to-rest-api","/blog/how-enterprise-dev-teams-use-gitlab-mattermost-chatops","/blog/how-gitlab-uses-unicorn-and-unicorn-worker-killer","/blog/hey-data-teams-we-are-working-on-a-tool-just-for-you","/blog/how-gitlab-pages-uses-the-gitlab-api","/blog/how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code","/blog/how-indeed-transformed-its-ci-platform-with-gitlab","/blog/how-being-public-by-default-in-security-builds-trust","/blog/gpg-key-used-to-sign-gitlab-runner-packages-rotated","/blog/how-our-ux-team-worked-through-ideation-using-the-four-step-sketch","/blog/how-to-ask-smarter-devops-questions","/blog/how-the-ceo-shadow-program-boosted-my-individual-productivity-during-the-covid-19-crisis","/blog/how-to-become-more-productive-with-gitlab-ci","/blog/how-to-choose-the-right-security-scanning-approach","/blog/how-to-deploy-react-to-amazon-s3","/blog/how-to-keep-remote-teams-engaged","/blog/how-to-get-gitops-right-with-iac-security","/blog/how-to-strengthen-agile-teams-with-tuckmans-model","/blog/how-to-provision-reviewops","/blog/how-to-migrate-gitlab-groups-and-projects-more-efficiently","/blog/how-to-setup-gitlab-for-multiple-product-teams","/blog/how-to-use-macstadium-and-gitlab-ci-to-build-your-macos-or-ios-projects","/blog/how-we-automatically-fixed-hundreds-of-ruby-2-7-deprecation-warnings","/blog/how-we-increased-our-release-velocity-with-gitlab","/blog/how-we-uxd-our-secure-ux-team","/blog/how-we-turned-40-person-meeting-into-a-podcast","/blog/how-we-removed-all-502-errors-by-caring-about-pid-1-in-kubernetes","/blog/improve-ai-security-in-gitlab-with-composite-identities","/blog/humangeo-switches-jenkins-gitlab-ci","/blog/inside-dora-performers-score-in-gitlab-value-streams-dashboard","/blog/improving-open-development-for-everyone","/blog/inside-the-improved-ci-logs-management-experience-for-multi-line-commands","/blog/integrating-with-gitlab-secure","/blog/introducing-achievements-system","/blog/introducing-gitlab-dedicated-for-government","/blog/introducing-the-gitlab-cli","/blog/introducing-our-statement-of-support","/blog/ios-publishing-with-gitlab-and-fastlane","/blog/iterating-on-sso","/blog/jira-importer-research","/blog/learn-gitlab-devops-version-control","/blog/journey-through-gits-20-year-history","/blog/keeping-your-account-safe","/blog/kubernetes-kubecon-barcelona","/blog/learning-rust-with-a-little-help-from-ai-code-suggestions-getting-started","/blog/koding-and-gitlab-integrated","/blog/lockheed-martin-aws-gitlab","/blog/let-s-talk-swag","/blog/making-builds-faster-autoscaling-runners","/de-de/the-source/platform/driving-business-results-with-platform-engineering","/de-de/the-source/security/strengthen-your-cybersecurity-strategy-with-secure-by-design","/de-de/the-source/ai/building-a-transparency-first-ai-strategy-7-questions-to-ask-your-devops","/blog/manage-conversation-staying-agile","/blog/mastering-gitlab-admin-tasks-with-gitlab-duo-chat","/blog/managing-your-snowflake-spend-with-periscope-and-dbt","/blog/meet-gitlab-duo-workflow-the-future-of-ai-driven-development","/blog/merge-request-changes-summary-ai","/blog/migrate-from-jenkins-update","/blog/monitoring-team-update","/blog/moving-to-gcp","/blog/migrating-your-version-control-to-git","/blog/mobile-devops-with-gitlab-part-3-code-signing-for-ios-with-gitlab-and-fastlane","/blog/mvcs-with-big-results","/de-de/the-source/security/10-tips-to-prioritize-security-in-software-development","/blog/new-cis-gitlab-benchmark-scanner-boosts-security-and-compliance","/blog/observations-on-how-to-iterate-faster","/blog/new-openssl-30-vulnerabilities-what-you-need-to-know-to-find-and-fix-them","/blog/next-generation-gitlab-container-registry-goes-ga","/blog/one-million-downloads-of-gitlab","/blog/parent-child-pipelines","/blog/people-ops-using-gitlab","/blog/optimizing-the-value-exchange-the-compounding-value-of-shorter-feedback-loops","/blog/pick-your-brain-interview-vincent-jong","/blog/open-source-tools-for-citizen-journalists","/blog/our-y-combinator-experience","/blog/polishing-gitlabs-ui-a-new-color-system","/blog/product-development-management","/blog/pre-filled-variables-feature","/blog/provision-group-runners-with-google-cloud-platform-and-gitlab-ci","/blog/puma-nakayoshi-fork-and-compaction","/blog/questions-regarding-our-zero-trust-efforts","/blog/rails-girls-summer-of-code-2016","/blog/q3-hackathon-recap","/blog/redesigning-gitlabs-navigation","/blog/reducing-time-to-payout-and-launching-a-bug-bounty-anniversary-contest","/blog/remediating-vulnerabilities-with-insights-and-ai","/blog/remote-kids-part-four","/blog/rpadovani-ask-a-hacker","/blog/resolving-merge-conflicts-from-the-gitlab-ui","/blog/secureflag-integrated-with-gitlab-for-rapid-vulnerability-remediation","/blog/secure-container-images-with-gitlab-and-grype","/blog/scaling-the-gitlab-database","/blog/self-managed-support-gitlab-for-jira-app","/blog/security-gitlab-15","/blog/setting-up-gitlab-ci-for-android-projects","/blog/six-key-practices-that-improve-communication","/blog/shifting-from-on-prem-to-cloud","/blog/software-dependencies-tech-debt","/blog/southwest-looking-to-help-developers-take-flight","/blog/stackpoint-webcast-recording-highlights","/blog/splitting-database-into-main-and-ci","/blog/stealth-operations-the-evolution-of-gitlabs-red-team","/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/blog/support-virtual-pizza-party","/blog/tasktop-webcast-recap","/blog/test-automation-devops","/blog/the-gitlab-ai-security-framework-for-security-leaders","/blog/the-kubecon-summary-from-a-product-perspective","/blog/the-sky-is-not-falling","/blog/the-ultimate-guide-to-sboms","/blog/thoughts-on-open-source","/blog/the-consul-outage-that-never-happened","/blog/three-things-i-learned-in-my-first-month-at-gitlab","/blog/top-10-ways-machine-learning-may-help-devops","/blog/top-ten-reasons-to-check-out-gitlab-virtual-commit","/blog/tips-for-working-from-home-remote-work","/blog/transform-code-quality-and-compliance-with-automated-processes","/blog/try-out-new-way-to-migrate-projects","/blog/tutorial-secure-and-optimize-your-maven-repository-in-gitlab","/blog/tyranny-of-the-clock","/blog/updates-regarding-spring-rce-vulnerabilities","/blog/unveiling-a-new-epic-experience-for-improved-agile-planning","/blog/understanding-and-improving-total-blocking-time","/blog/use-cases-for-epics","/blog/use-streaming-audit-events-to-connect-your-technology-stack-with-gitlab-and-pipedream","/blog/using-gitlab-to-manage-house-renovation-priorities","/blog/vault-integration-process","/blog/vibe-coding-with-gitlab-duo-agent-platform-issue-to-mr-flow","/blog/vuejs-app-gitlab","/blog/welcome-gnome-to-gitlab","/blog/ways-ci-cd-helps","/blog/what-blocks-faster-code-release","/blog/what-is-gitlab-flow","/blog/what-the-ml-ai","/blog/whats-next-for-devsecops","/blog/what-you-need-to-know-about-devops-audits","/blog/why-code-is-released-too-early","/blog/why-2022-was-a-record-breaking-year-in-bug-bounty-awards","/blog/why-financial-services-choose-single-tenant-saas","/blog/why-hackerone-gets-love-letters-from-developers","/blog/why-we-chose-echarts","/blog/why-now-is-the-time-for-embedded-devsecops","/blog/working-at-gitlab-affects-my-life","/customers/thezebra","/blog/why-were-replacing-gitlab-ci-jobs-with-gitlab-ci-dot-yml","/blog/wow-rule","/blog/you-are-hired-two-gitlab-contributors-turn-their-success-into-full-time-engineering-roles","/blog/zero-trust-at-gitlab-the-data-classification-and-infrastructure-challenge","/customers/knowbe4","/customers/victoria-university","/customers/sigma-defense","/customers/nvidia","/customers/conversica","/customers/drupalassociation","/partners/technology-partners/ibm","/customers/bi-worldwide","/externalblogsubmissionsterms","/customers/fujitsu","/customers/ally","/compliance/hipaa-compliance","/customers/hotjar","/press/releases/2016-08-04-shanghai-it-press-release","/press/releases/2021-05-04-gitlab-global-devsecops-survey","/press/releases/2021-07-20-gitlab-inc-wins-google-cloud-technology-partner-of-the-year-award-for-application-and-development","/press/releases/2022-05-23-gitlab-15-the-one-devops-platform","/press/releases/2021-01-14-gitlab-ibm-to-support-acceleration-of-devops-automation","/press/releases/2021-12-14-gitlab-acquires-opstrace-to-expand-its-devops-platform-with-open-source-observability-solution","/press/releases/2017-09-22-v10-press-release","/press/releases/2019-02-19-gitlab-announces-new-cmo-cro","/press/releases/2019-08-29-gitlab-commit-london-schedule","/press/releases/2020-04-28-gitlab-makes-full-fledged-entry-into-japan","/press/releases/2019-12-09-gitlab-appoints-cpo-and-board-of-directors-audit-committee-chairperson","/press/releases/2018-04-05-gitlab-google-kubernetes-engine-integration","/get-started/build-business-case","/press/releases/2020-08-26-gitlab-grows-global-partner-ecosystem-by-over-175-partners-to-deliver-customers-seamless-devops-experience","/press/releases/2022-10-11-gitlab-inc-launches-cloud-seed","/press/releases/2023-01-05-gitlab-to-present-at-the-needham-growth-conference","/press/releases/2023-05-15-gitlab-to-announce-first-quarter-fiscal-2024-financial-results","/press/releases/2023-07-26-gitlab-releases-inaugural-esg-and-dib-reports","/enterprise","/press/releases/2023-11-13-gitlab-to-announce-third-quarter-fiscal-2024-financial-results","/press/releases/2025-02-18-gitlab-to-announce-fourth-quarter-and-full-fiscal-2025-financial-results","/press/releases/2024-04-09-gitlab-wins-a-google-cloud-technology-partner-of-the-year-award-devops","/press/releases/2025-06-02-gitlab-recognized-leader-by-forrester-in-devops-platforms-report","/press/releases/2024-08-13-gitlab-to-announce-second-quarter-fiscal-2025-financial-results","/press/releases/2025-09-02-gitlab-appoints-new-chief-product-and-marketing-officer-and-chief-information-officer","/press/releases/gitlab-reports-second-quarter-fiscal-year-2025-financial-results","/security","/community/newsletter","/pricing/feature-comparison","/pricing/terms","/solutions/kubernetes","/solutions/public-sector/fedramp","/stages-devops-lifecycle/govern","/support/customer-satisfaction","/support/providing-large-files","/jobs","/solutions/startups","/software-innovation-report/japan","/developer-survey/2024/security-compliance","/topics/agentic-ai/ai-augmented-software-development","/solutions/continuous-integration","/topics/ai/model-context-protocol","/topics/ci-cd/continuous-integration-metrics","/topics/devops/ai-code-generation-guide","/topics/devops/how-and-why-to-create-devops-platform-team","/topics/devops/what-is-a-devops-platform-engineer","/gitlab-duo","/solutions/gitlab-duo-pro/sales","/topics/devsecops/three-steps-to-better-devsecops","/topics/single-application","/topics/gitops/gitops-workflow","/topics/version-control/what-is-centralized-version-control-system","/es/customers/nvidia","/es/customers/airwallex","/es/customers/cube","/es/customers/hilti","/releases/whats-new/versions/18.2","/value-stream-workshop","/the-source/authors/amanda-rueda","/the-source/authors/haim-snir","/the-source/authors/lee-faus","/the-source/authors/dave-steer","/es/pricing/faq-new-product-subscription-tiers","/es/partners/technology-partners/hashicorp","/es/get-help","/es/solutions/continuous-integration","/es/gitlab-duo/duo-amazon-q","/es/solutions/gitlab-duo-pro/sales","/es/pricing/ultimate","/es/solutions/supply-chain","/es/solutions/open-source","/es/software-faster","/the-source","/the-source/platform","/es/topics/cloud-native","/es/topics/ci-cd/continuous-integration-best-practices","/es/topics/agile-delivery/agile-methodology","/es/topics/devsecops","/es/topics/devops/devops-test-automation","/es/topics/devops/value-stream-mapping","/es/the-source/authors/ayoub-fandi","/es/the-source/authors/erika-feldman","/es/the-source/authors/josh-lemos","/es/topics/serverless","/the-source/platform/driving-business-results-with-platform-engineering","/the-source/platform/transform-your-platform-onboarding-for-higher-adoption-rates","/es/topics/gitops/gitops-gitlab-collaboration","/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/es/topics/version-control/what-are-gitlab-flow-best-practices","/the-source/security/10-tips-to-prioritize-security-in-software-development","/the-source/ai/ai-transforms-agile-planning-for-modern-development-teams","/the-source/ai/from-vibe-coding-to-agentic-ai-a-roadmap-for-technical-leaders","/the-source/ai/implementing-effective-guardrails-for-ai-agents","/the-source/security/finserv-startup-constantinople-uses-devsecops-to-build-in-security","/the-source/ai/to-maximize-the-750b-ai-opportunity-human-innovation-is-key","/the-source/security/national-cybersecurity-strategy-a-wake-up-call-for-software-developers","/es/value-stream-workshop","/es/the-source/authors/sharon-gaudin","/fr-fr/blog/keeping-git-commit-history-clean","/fr-fr/blog/inside-gitlabs-healthy-backlog-initiative","/fr-fr/blog/bridging-the-visibility-gap-in-software-supply-chain-security","/fr-fr/blog/gitlab-duo-agent-platform-public-beta","/fr-fr/blog/monitor-application-performance-with-distributed-tracing","/fr-fr/blog/getting-started-with-gitlab-understanding-ci-cd","/fr-fr/blog/developing-gitlab-duo-how-we-validate-and-test-ai-models-at-scale","/fr-fr/blog/ci-cd-inputs-secure-and-preferred-method-to-pass-parameters-to-a-pipeline","/fr-fr/blog/gitlab-named-a-leader-in-the-forrester-wave-devops-platforms-q2-2025","/fr-fr/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/fr-fr/blog/how-gitlab-can-support-your-iso-compliance-journey","/fr-fr/blog/exact-code-search-find-code-faster-across-repositories","/fr-fr/blog/4-ways-to-accelerate-embedded-development-with-gitlab","/fr-fr/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/fr-fr/blog/how-to-integrate-custom-security-scanners-into-gitlab","/fr-fr/blog/software-innovation-study-france","/fr-fr/blog/the-ultimate-guide-to-sboms","/fr-fr/blog/ultimate-guide-to-migrating-from-aws-codecommit-to-gitlab","/fr-fr/blog/what-are-the-benefits-of-a-microservices-architecture","/fr-fr/blog/why-enterprise-independence-matters-more-than-ever-in-devsecops","/fr-fr/faster-together","/fr-fr/blog/what-s-new-in-git-2-50-0","/fr-fr/customers/airwallex","/fr-fr/get-started/enterprise","/fr-fr/customers/cube","/fr-fr/customers/radiofrance","/fr-fr/pricing/feature-comparison","/es/the-source/platform/high-performing-development-teams-your-business-advantage","/es/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/es/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/es/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/fr-fr/professional-services","/fr-fr/topics/ci-cd/continuous-integration-metrics","/fr-fr/topics/agile-delivery","/fr-fr/solutions/telecommunications","/fr-fr/solutions/gitops","/fr-fr/solutions/aerospace","/fr-fr/solutions/continuous-software-compliance","/fr-fr/install","/fr-fr/topics/devops/what-is-a-devops-platform-engineer","/fr-fr/topics/devops/ai-code-generation-guide","/fr-fr/topics/devops/how-and-why-to-create-devops-platform-team","/fr-fr/solutions/open-source/join","/fr-fr/topics/gitops/gitops-workflow","/fr-fr/topics/devsecops/three-steps-to-better-devsecops","/fr-fr/topics/version-control/benefits-distributed-version-control-system","/fr-fr/topics/version-control/what-is-code-review","/es/diversity-inclusion-belonging","/fr-fr/developer-survey","/it-it/ai-transparency-center","/it-it/enterprise","/it-it/customers/bab","/it-it/get-started/continuous-integration","/it-it/customers/siemens","/it-it/customers/intuitive-machines","/it-it/customers/dunelm","/it-it/pricing/feature-comparison","/fr-fr/partners/technology-partners","/it-it/partners/technology-partners","/it-it/solutions/value-stream-management/dora","/fr-fr/the-source/authors/bryan-ross","/it-it/solutions/agile-delivery","/fr-fr/the-source/authors/gitlab","/fr-fr/the-source/authors/kristina-weis","/fr-fr/the-source/authors/taylor-mccaslin","/it-it/solutions/continuous-software-security-assurance","/fr-fr/the-source/ai","/it-it/topics/agile-delivery","/fr-fr/the-source/security","/it-it/topics/devops/ai-code-generation-guide","/it-it/topics/devops/how-and-why-to-create-devops-platform-team","/it-it/topics/ci-cd/continuous-integration-metrics","/it-it/solutions/platform-engineering","/it-it/topics/devops/what-is-a-devops-platform-engineer","/it-it/topics/devsecops/three-steps-to-better-devsecops","/it-it/topics/gitops/gitops-workflow","/it-it/topics/version-control/benefits-distributed-version-control-system","/it-it/topics/version-control/what-is-code-review","/ja-jp/ai-transparency-center","/ja-jp/blog/ci-deployment-and-environments","/ja-jp/blog/build-a-new-website-in-a-few-easy-steps-with-gitlab-pages","/ja-jp/blog/developing-gitlab-duo-ai-impact-analytics-dashboard-measures-the-roi-of-ai","/ja-jp/blog/event-report-aws-summit-2025","/fr-fr/customers","/fr-fr/blog/categories/devsecops","/fr-fr/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/ja-jp/blog/getting-started-with-gitlab-mastering-project-management","/ja-jp/blog/event-report-japan-it-week-spring-1","/ja-jp/blog/gitlab-17-2-released","/ja-jp/blog/gitlab-18-0-release","/fr-fr/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/ja-jp/blog/gitlab-and-accenture-announce-global-reseller-agreement","/it-it/the-source/authors/gitlab","/ja-jp/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/it-it/the-source/authors/kristina-weis","/it-it/the-source/authors/bryan-ross","/ja-jp/blog/gitlab-named-a-leader-in-the-2025-gartner-magic-quadrant-for-devops-platforms","/ja-jp/blog/how-to-use-oci-images-as-the-source-of-truth-for-continuous-delivery","/ja-jp/blog/keeping-git-commit-history-clean","/ja-jp/blog/prepare-now-docker-hub-rate-limits-will-impact-gitlab-ci-cd","/ja-jp/blog/monday-merge-2025-june-9","/ja-jp/blog/structuring-the-gitlab-package-registry-for-enterprise-scale","/it-it","/ja-jp/blog/how-gitlab-duo-agent-platform-transforms-dataops","/ja-jp/blog/u-s-navy-black-pearl-lessons-in-championing-devsecops","/it-it/the-source/authors/taylor-mccaslin","/ja-jp/blog/what-are-the-benefits-of-a-microservices-architecture","/ja-jp/blog/what-is-the-difference-between-git-fetch-and-git-pull","/ja-jp/blog/what-is-gitflow","/ja-jp/blog/whats-new-in-git-2-49-0","/it-it/the-source/ai","/ja-jp/customers/airbus","/ja-jp/customers/goldman-sachs","/ja-jp/customers/conversica","/it-it/the-source/security","/it-it/solutions","/ja-jp/customers/moneyfarm","/ja-jp/gitlab-duo","/ja-jp/privacy","/ja-jp/get-started/build-business-case","/ja-jp/pricing/faq-premium-update","/ja-jp/developer-survey/2024/ai","/ja-jp/partners/technology-partners/ibm","/ja-jp/solutions/analytics-and-insights","/ja-jp/solutions/jenkins","/ja-jp/solutions/value-stream-management","/ja-jp/solutions/devops-platform","/it-it/resources","/ja-jp/topics/ci-cd/benefits-continuous-integration","/ja-jp/topics/ci-cd/continuous-integration-server","/ja-jp/search","/ja-jp/topics/devops/what-is-a-site-reliability-engineer","/ja-jp/topics/devops","/ja-jp/topics/gitops","/ja-jp/topics/devops/ai-enhanced-security","/it-it/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/ja-jp/topics/version-control/what-is-git-version-control","/ja-jp/topics/devsecops/what-is-developer-first-security","/ja-jp/topics/version-control/how-implement-version-control","/it-it/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/ja-jp/eighteen","/ja-jp/solutions/public-sector","/pt-br/faster-together","/pt-br/install","/pt-br/customers/iron-mountain","/pt-br/partners/technology-partners/redhat","/pt-br/get-started/enterprise","/pt-br/customers/caci","/pt-br/customers/thales","/pt-br/customers/fanatics","/pt-br/solutions/devops-platform","/pt-br/solutions/jenkins","/pt-br/solutions/analytics-and-insights","/pt-br/solutions/value-stream-management","/pt-br/solutions/public-sector","/pt-br/analysts","/ja-jp/the-source/authors/chandler-gibbons","/ja-jp/the-source/authors/grant-hickman","/ja-jp/the-source/authors/lee-faus","/pt-br/topics/ci-cd/benefits-continuous-integration","/pt-br/topics/ci-cd/continuous-integration-server","/pt-br/topics/devops","/pt-br/topics/devops/ai-enhanced-security","/pt-br/topics/devops/what-is-a-site-reliability-engineer","/pt-br/topics/devsecops/what-is-developer-first-security","/pt-br/topics/gitops","/ja-jp/the-source","/pt-br/topics/version-control/what-is-git-version-control","/pt-br/topics/version-control/how-implement-version-control","/de-de/blog/authors/abubakar-siddiq-ango","/pt-br/sales","/de-de/blog/authors/bart-zhang","/de-de/blog/authors/cesar-saavedra","/de-de/blog/authors/david-desanto-chief-product-officer-gitlab","/ja-jp/blog/categories/devsecops","/de-de/blog/authors/fernando-diaz","/de-de/blog/authors/himanshu-kapoor","/ja-jp/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/ja-jp/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/ja-jp/the-source/security/key-security-trends-for-cisos-in-2025","/ja-jp/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/pt-br/the-source/authors/chandler-gibbons","/pt-br/the-source/authors/lee-faus","/pt-br/the-source/authors/grant-hickman","/fr-fr/blog/authors/dov-hershkovitch","/fr-fr/blog/authors/gitlab-france-team","/fr-fr/blog/authors/byron-boots","/fr-fr/blog/authors/ivan-nemytchenko","/de-de/blog/authors/justin-tobler","/fr-fr/blog/authors/andy-bradfield","/fr-fr/blog/authors/martin-brmmer","/fr-fr/blog/authors/daniel-murphy","/fr-fr/blog/authors/karthik-nayak","/de-de/blog/authors/martin-brmmer","/de-de/blog/authors/ricardo-amarilla-villalba","/de-de/blog/authors/sandra-gittlen","/de-de/blog/authors/suzanne-selhorn","/fr-fr/blog/authors/sandra-gittlen","/fr-fr/blog/authors/robin-schulman","/de-de/blog/authors/mike-vanbuskirk","/de-de/blog/authors/veethika-mishra","/fr-fr/blog/authors/tim-rizzi","/ja-jp/blog/archive","/ja-jp/blog/authors/chandler-gibbons","/fr-fr/blog/authors/mike-vanbuskirk","/pt-br/the-source","/ja-jp/blog/authors/aathira-nair","/ja-jp/blog/authors/gitlab-japan-team","/ja-jp/blog/authors/jannik-lehmann","/ja-jp/blog/authors/beatriz-barbosa","/ja-jp/blog/authors/maximilien-belinga","/ja-jp/blog/authors/davoud-tu","/ja-jp/blog/authors/regnard-raquedan","/ja-jp/blog/authors/sara-kassabian","/ja-jp/blog/authors/torsten-linz","/pt-br/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/pt-br/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/pt-br/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/pt-br/the-source/security/key-security-trends-for-cisos-in-2025","/pt-br/pricing","/fr-fr/blog/tags/developer-survey","/de-de/blog/tags/inside-gitlab","/de-de/blog/tags/devsecops","/fr-fr/blog/tags/git","/fr-fr/blog/tags/partners","/de-de/blog/tags/community","/fr-fr/blog/tags/startups","/fr-fr/blog/tags/ci-cd","/de-de/blog/tags/public-sector","/de-de/blog/tags/workflow","/de-de/blog/tags/bug-bounty","/ja-jp/blog/tags/aws","/ja-jp/blog/tags/collaboration","/ja-jp/blog/tags/gitops","/ja-jp/blog/tags/partners","/ja-jp/blog/tags/startups","/ja-jp/blog/tags/devsecops-platform","/blog/categories/open-source","/blog/categories/careers","/blog/tags/cloud-native","/blog/tags/ux","/blog/tags/growth","/blog/tags/performance","/blog/tags/developer-survey","/blog/tags/security-research","/blog/tags/ai-ml","/blog/tags/features"]}