{"id":"d75cb778-94d3-49f5-b9bd-3a19a592cbe4","timestamp":1758653733807,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/customers/ally","/de-de/customers/remote","/de-de/customers/deutsche-telekom","/de-de/get-started","/de-de/forrester-wave-devops-platform","/de-de/blog/gitlab-13-expanding-ai-orchestration-in-software-engineering","/de-de/blog/what-is-a-rest-api-guide-and-functions","/de-de/blog/demystifying-ci-cd-variables","/de-de/blog/automating-with-gitlab-duo-part-1-generating-tests","/de-de/blog/software-as-a-service-the-future-of-software-delivery","/de-de/blog/gitlab-duo-chat-gets-agentic-ai-makeover","/de-de/blog/gitlab-named-a-leader-in-2024-gartner-magic-quadrant-for-ai-code-assistants","/de-de/blog/guide-to-fulfilling-soc-2-security-requirements-with-gitlab","/de-de/blog/efficient-devsecops-workflows-hands-on-python-gitlab-api-automation","/de-de/blog/keep-git-history-clean-with-interactive-rebase","/de-de/blog/the-ultimate-guide-to-token-management-at-gitlab","/de-de/blog/how-indeed-transformed-its-ci-platform-with-gitlab","/de-de/blog/observability-vs-monitoring-in-devops","/de-de/blog/use-gitlab-duo-workflow-to-improve-application-quality-assurance","/de-de/blog/what-s-new-in-git-2-50-0","/de-de/blog/why-enterprise-independence-matters-more-than-ever-in-devsecops","/de-de/blog/five-fast-facts-about-docs-as-code-at-gitlab","/de-de/blog/how-we-decreased-gitlab-repo-backup-times-from-48-hours-to-41-minutes","/de-de/blog/a-guide-to-the-breaking-changes-in-gitlab-18-0","/de-de/ai-transparency-center","/de-de/install","/de-de/blog/categories/open-source","/de-de/solutions/jira","/de-de/solutions/slack","/de-de/blog/categories/agile-planning","/de-de/partners/technology-partners/redhat","/blog/1-5m-raised-in-seed-funding-for-gitlab-to-accelerate-growth-and-expand-operations","/blog/1k-contributors","/blog/3-debugging-tips-we-learned-from-you","/blog/4-ways-to-use-gitlab-issue-boards","/blog/5-videos-and-interactive-tours-to-learn-gitlab-duo-fast","/blog/7-myths-about-open-source","/blog/a-beginners-guide-to-the-git-reftable-format","/blog/a-developers-guide-to-building-an-ai-security-governance-framework","/blog/a-single-codebase-for-gitlab-community-and-enterprise-edition","/de-de/devsecops","/blog/accelerate-cloud-adoption-with-gitlabs-open-source-partnership-with-google-cloud","/blog/action-needed-in-response-to-cve2021-22205","/blog/advanced-search-data-migrations","/blog/agile-pairing-sessions","/de-de/topics/digital-transformation","/blog/ajxchapman-ask-a-hacker","/de-de/topics/devops-platform","/blog/amazon-linux-2-support-and-distro-specific-packages","/blog/application-modernization-best-practices","/blog/announcing-git-lfs-support-in-gitlab","/de-de/topics/devops/seven-tips-to-get-the-most-out-of-your-devops-platform","/de-de/topics/ci-cd/cicd-pipeline","/blog/arm-open-source-makes-a-seamless-migration-to-gitlab","/de-de/solutions/agile-delivery","/de-de/topics/microservices","/de-de/topics/devops/beginner-devops-platform","/blog/athlinks-cuts-runtime-in-half-with-giltab","/de-de/topics/ci-cd","/de-de/topics/version-control/software-team-collaboration","/de-de/topics/version-control/what-is-gitlab-flow","/de-de/solutions/education","/de-de/customers","/blog/authors/alyssa-rock","/blog/authors/betsy-bula","/blog/authors/andreas-brandl","/blog/authors/anton-smith","/blog/authors/ashley-smith","/blog/authors/cameron-swords","/blog/authors/brandon-foo","/blog/authors/chris-moberly","/blog/authors/charlie-ablett","/blog/authors/daniel-gruesso","/blog/authors/christian-simko","/blog/authors/brian-oconnell","/blog/authors/claire-champernowne","/blog/authors/davis-townsend","/blog/authors/abubakar-siddiq-ango","/blog/authors/courtney-meddaugh","/blog/authors/alex-mark","/blog/authors/andy-bradfield","/blog/authors/bart-zhang","/blog/authors/darwin-sanoy","/de-de/teamops","/blog/authors/dhruv-jain","/blog/authors/dmitry-gruzd","/de-de/resources","/blog/authors/emily-chin","/blog/authors/eddie-glenn","/blog/authors/eric-schurter","/blog/authors/esther-shein","/blog/authors/flix-veillette-potvin","/blog/authors/fabio-akita","/blog/authors/gavin-peltz","/blog/authors/gitlab-japan-team","/blog/authors/grant-young","/blog/authors/gufran-yeilyurt-obss","/blog/authors/harjeet-sharma","/blog/authors/holly-reynolds","/blog/authors/inchul-yoo-sunjung-park","/blog/authors/jackie-meshell","/blog/authors/jannik-lehmann","/blog/authors/james-dang","/blog/authors/jim-thavisouk","/blog/authors/jayson-salazar","/blog/authors/jeremy-cooper","/blog/authors/johanna-ambrosio","/blog/authors/john-skarbek","/blog/authors/jose-finotto","/blog/authors/katherine-okpara","/blog/authors/kevin-morrison","/blog/authors/joshua-lambert","/blog/authors/julien-andrieux","/blog/authors/lauren-barker","/blog/authors/lin-jen-shin","/blog/authors/kushal-pandya","/blog/authors/marcia-ramos","/blog/authors/matt-coons","/blog/authors/mark-lapierre","/blog/authors/madou-coulibaly","/blog/authors/matthew-nearents","/blog/authors/mek-stittri","/blog/authors/mike-greiling","/blog/authors/nikhil-george","/blog/authors/neil-mccorrison","/blog/authors/michael-kozono","/blog/authors/oleksandr-pysaryuk","/blog/authors/owen-williams","/blog/authors/paul-badcock","/blog/authors/phil-hughes","/blog/authors/pranay-bakre","/blog/authors/riccardo-padovani","/blog/authors/rusty-weston-guest-contributor","/blog/authors/ray-paik","/blog/authors/sandra-gittlen","/blog/authors/sam-morris","/blog/authors/rohit-shambhuni","/blog/authors/sarah-odonnell","/blog/authors/seth-berger","/blog/authors/siddharth-mathur","/blog/authors/stephen-mcguinness","/blog/authors/scott-de-jonge","/blog/authors/sunil-kowlgi","/blog/authors/taylor-murphy","/blog/authors/tina-sturgis","/blog/authors/trevor-knudsen","/blog/authors/vincent-jong","/blog/authors/valerie-silverthorne","/blog/auto-devops-enabled-by-default","/blog/authors/will-leidheiser","/de-de/pricing","/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/blog/aws-devsecops-competency-partner","/blog/automation-check-in-and-rate-limit-changes-on-gitlab-dot-com","/blog/balancing-career-and-baby","/blog/beginner-guide-python-programming","/blog/bridging-the-visibility-gap-in-software-supply-chain-security","/blog/best-life-best-work","/blog/build-and-run-containers-in-remote-development-workspaces","/blog/better-code-reviews","/blog/building-an-award-winning-culture-at-gitlab","/blog/can-chatgpt-resolve-gitlab-issues","/blog/celebrating-gits-20th-anniversary-with-creator-linus-torvalds","/blog/building-gitlab-with-gitlabcom-how-gitlab-inspired-dedicated","/blog/choosing-git-management-solution","/blog/certification-discount-code-debrief","/blog/code-suggestions-for-all-during-beta","/blog/ci-cd-market-consolidation","/blog/collaboration-techniques-for-distributed-teams","/blog/cloud-adoption-roadmap","/blog/comparing-static-site-generators","/blog/conan-c-cpp-package-management-integration","/blog/considering-a-career-in-security","/blog/contributor-after-single-code-base","/blog/continuous-machine-learning-development-with-gitlab-ci","/blog/coreos-acquisition","/blog/creating-the-gitlab-controls-framework","/blog/database-case-study-store-and-update-namespace-statistics","/blog/custom-rules-duo-agentic-chat-deep-dive","/blog/defend-cicd-security","/blog/deploy-a-nodejs-express-app-with-gitlabs-cloud-run-integration","/blog/developer-relations-at-gitlab-what-weve-learned-since-our-start","/blog/designing-for-developers","/blog/developing-gitlab-duo-how-we-are-dogfooding-our-ai-features","/blog/devops-in-education-2021-survey-results","/blog/devops-workflows-json-format-jq-ci-cd-lint","/blog/dotscience-mlops-integration","/blog/docker-my-precious","/blog/enables-rapid-innovation","/blog/devsecops-survey-sweepstakes","/blog/enhance-data-security-with-custom-pii-detection-rulesets","/blog/eliminate-risk-with-feature-flags-tutorial","/blog/efficient-devsecops-workflows-hands-on-python-gitlab-api-automation","/blog/expanding-guest-capabilities-in-gitlab-ultimate","/blog/epics-three-features-accelerate-your-workflow","/blog/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them","/blog/fast-search-using-postgresql-trigram","/blog/feature-highlight-ldap-sync","/blog/feature-highlight-wip","/blog/four-approaches-to-gitlab-integrations","/blog/five-devops-platform-benefits-that-inspire-gitlab-users","/blog/five-things-we-learned-from-you-in-recent-ux-research","/blog/from-dev-to-devops","/blog/future-proof-your-developer-career","/blog/generic-semantic-version-processing","/blog/get-started-with-microservices-architecture","/blog/getting-started-with-gitlab-and-digitalocean","/blog/git-happens","/blog/github-offering-free-private-repos-for-up-to-three-collaborators","/blog/git-resources-for-visual-learners","/blog/getting-started-with-gitlab-working-with-ci-cd-variables","/blog/gitlab-adds-further-measures-to-combat-credential-stuffing-and-other-types-of-platform-abuse","/blog/gitlab-2018-year-in-review","/blog/gitlab-and-google-cloud","/blog/gitlab-chatops-will-become-available-to-everyone","/blog/gitlab-and-workloads-on-ibm-z-and-red-hat-openshift","/blog/gitlab-at-next-25-transforming-app-modernization","/blog/gitlab-cnh-for-50k-users","/blog/gitlab-com-pricing-thoughts","/blog/gitlab-community-forum","/blog/gitlab-dedicated-for-government-now-fedramp-authorized","/blog/gitlab-drives-automotive-industry-information-security-with-tisax","/blog/gitlab-duo-chat-now-generally-available","/blog/gitlab-enterprise-edition-price-change","/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/blog/gitlab-gitorious-free-software","/blog/gitlab-for-agile-portfolio-planning-project-management","/blog/gitlab-hashicorp-terraform-vault-pt-1","/blog/gitlab-io-is-now-gitlab-com","/blog/gitlab-in-action-part-2","/blog/gitlab-issue-bash-september-2017","/blog/gitlab-kubernetes-agent-on-gitlab-com","/blog/gitlab-is-part-of-the-y-combinator-family","/blog/gitlab-look-at-the-fair-source-license","/blog/gitlab-mitre-attack-navigator","/blog/gitlab-names-joel-krooswyk-as-its-first-federal-cto","/blog/gitlab-on-vmware-cloud-marketplace","/blog/gitlab-pages-features-review-apps-and-multiple-website-deployment","/blog/gitlab-plans-to-de-identify-service-usage-data","/blog/gitlab-receives-ally-technology-partner-award-for-operational-excellence","/blog/gitlab-rezilion-integration-reduces-vulnerability-backlog-identifies-exploitable-risks-to-fix","/blog/gitlab-serverless-with-cloudrun-for-anthos","/blog/gitlab-support-no-longer-processing-mfa-resets-for-free-users","/blog/gitlab-technical-certification-award-wins","/blog/gitlab-top-devops-tooling-metrics-and-targets","/blog/gitlab-ultimates-total-economic-impact-483-roi-over-3-years","/blog/gitlab-zapier-integration","/blog/gitlabs-global-compensation-calculator-the-next-iteration","/blog/gitlab-visual-studio-extension","/blog/gitops-with-gitlab-connecting-the-cluster","/blog/google-gitlab-serverless-webinar","/blog/gitter-acquisition","/blog/global-developer-survey-2016","/blog/happy-birthday-secure-by-design","/blog/group-conversation-podcast","/blog/high-availability-white-paper","/blog/how-a-devops-platform-can-help-solve-5-key-smb-frustrations","/blog/how-devops-and-gitlab-cicd-enhance-a-frontend-workflow","/blog/how-gitlab-can-help-mitigate-deletion-open-source-images-docker-hub","/blog/how-gitlab-handles-security-bugs","/blog/how-gitlab-supports-the-fedramp-authorization-journey","/blog/how-grammatech-and-gitlab-enables-better-devsecops","/blog/how-is-team-member-1-doing","/blog/how-start-ospo-ten-minutes-using-gitlab","/blog/how-the-security-culture-committee-is-strengthening-gitlab-values","/blog/how-to-automate-software-delivery-using-quarkus-and-gitlab","/blog/how-to-explain-gitlab-to-anyone","/blog/how-to-build-a-more-productive-remote-team","/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-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-to-play-gitlab-ctf-at-home","/blog/how-visualization-improves-the-gitlab-merge-train-experience","/blog/how-we-built-status-page-mvc","/blog/how-we-used-gitlab-to-automate-our-monthly-retrospectives","/blog/how-we-ship-so-quickly","/blog/how-were-using-dast2-for-easier-scan-configuration","/blog/how-we-optimized-our-infrastructure-spend-at-gitlab","/blog/impact-of-the-file-type-variable-change-15-7","/blog/improved-billing-and-subscription-management","/blog/inside-look-how-gitlabs-test-platform-team-validates-ai-features","/blog/integrate-external-security-scanners-into-your-devsecops-workflow","/blog/international-womens-day-gitlab-initiatives","/blog/introducing-ci-components","/blog/introducing-gitlabs-new-planner-role-for-agile-planning-teams","/blog/introducing-token-hunter","/blog/introducing-spamcheck-data-driven-anti-abuse","/blog/issue-labels-can-now-be-scoped","/blog/join-the-gitlab-community","/blog/kali-linux-movingtogitlab","/blog/its-time-to-upgrade-docker-engine","/blog/keyless-signing-with-cosign","/blog/kubernetes-101","/blog/last-year-we-signed-the-secure-by-design-pledge-heres-our-progress","/blog/machine-learning-and-devsecops","/blog/learn-python-with-pj-part-4-dictionaries-and-files","/blog/live-from-commit-london","/blog/lessons-in-iteration-from-new-infrastructure-team","/blog/making-remote-internships-successful","/blog/managers-more-optimistic-than-developers","/blog/measuring-engineering-productivity-at-gitlab","/blog/markdown-kramdown-tips-and-tricks","/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","/de-de/the-source/authors/ddesanto","/blog/navigation-redesign","/blog/movingtogitlab","/blog/new-typefaces-in-gitlab","/blog/new-git-default-branch-name","/blog/notification-on-pipeline-succeeds","/blog/our-privacy-policy-has-been-updated","/blog/on-calliday-unsucking-your-on-call-experience","/blog/open-shift-ga","/blog/optimize-gitops-workflow","/blog/patch-files-for-code-review","/blog/package-key-extension","/blog/placebo-lines-on-the-pipeline-graph","/blog/pick-your-brain-interview-brandon-foo","/de-de/the-source/authors/iganbaruch","/de-de/the-source/authors/rschulman","/de-de/the-source/authors/amanda-rueda","/blog/postmortem-of-database-outage-of-january-31","/blog/preventing-burnout-a-managers-toolkit","/blog/project-management-using-gitlab-platform","/blog/publishing-a11y-reports-in-gitlab-pages","/blog/python-rust-and-gitlab-ci","/blog/qpage-on-the-devops-platform","/blog/quickly-onboarding-engineers-successfully","/blog/reduce-it-costs","/blog/remote-working-gitlab","/blog/refining-gitlab-product-experience","/blog/rebase-in-real-life","/blog/reviewer-roulette-one-year-on","/blog/remote-design-sprints","/blog/safe-without-silos-in-gitlab","/blog/secure-and-safe-login-and-commits-with-gitlab-yubico","/blog/secure-open-source-container-infrastructure-with-gitlab-and-chainguard","/blog/serverless-js-project-template","/blog/security-strengthened-by-interation-and-transparency","/blog/sfdx-promo-trailhead-blog","/blog/securing-your-code-on-gitlab","/blog/simple-kubernetes-management-with-gitlab","/blog/smashing-bugs-and-dropping-names-in-2021","/blog/solve-devsecops-challenges-with-gitlab-ci-cd","/blog/start-using-git","/blog/speed-security-devops","/blog/ssg-overview-gitlab-pages-part-2","/blog/strategies-to-reduce-cycle-times","/blog/supercharge-productivity-with-gitlab-duo","/de-de/the-source/platform/driving-business-results-with-platform-engineering","/de-de/the-source/security/10-tips-to-prioritize-security-in-software-development","/de-de/the-source/ai/building-a-transparency-first-ai-strategy-7-questions-to-ask-your-devops","/de-de/the-source/security/strengthen-your-cybersecurity-strategy-with-secure-by-design","/blog/switching-sides-in-security","/blog/take-advantage-of-git-rebase","/blog/ten-devops-terms","/blog/the-changing-roles-in-devsecops","/blog/the-road-to-gitaly-1-0","/blog/the-hardware-that-powers-100k-git-repos","/blog/the-devops-platform-series-building-a-business-case","/blog/there-and-back-again-in-one-release","/blog/the-trouble-with-technical-interviews","/blog/three-new-support-tools","/blog/tips-for-better-code-review","/blog/top-10-gitlab-hacks","/blog/track-machine-learning-model-experiments","/blog/top-five-actions-owasp-2021","/blog/trends-in-version-control-land-open-source","/blog/tutorial-how-to-set-up-your-first-gitlab-ci-cd-component","/blog/ultimate-guide-to-ci-cd-fundamentals-to-advanced-implementation","/blog/twenty-twenty-through-a-bug-bounty-lens","/blog/unmasking-password-attacks-at-gitlab","/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/vscode-extension-development-with-gitlab","/blog/want-a-better-devops-career-learn-the-business","/blog/welcoming-opencores-to-gitlab","/blog/verizon-customer-story","/blog/webcast-continuous-integration","/blog/what-is-a-vp-of-scaling","/blog/what-s-new-in-git-2-50-0","/blog/where-to-donate-your-devops-skills","/blog/what-we-learned-by-taking-our-bug-bounty-program-public","/blog/why-devops-collaboration-continues-to-be-important","/blog/whats-new-in-git-2-46-0","/blog/why-are-organizations-moving-to-a-unified-devsecops-platform","/blog/why-gitlab-is-the-right-design-collaboration-tool-for-the-whole-team","/blog/why-the-market-is-moving-to-a-platform-approach-to-devsecops","/blog/why-its-crucial-to-break-things-down-into-smallest-iterations","/blog/windows-2022-support-for-gitlab-saas-runners","/blog/working-remotely-with-children-at-home","/blog/why-we-pay-local-rates","/blog/write-vulnerability-detection-rules","/blog/zeit-launches-now-for-gitlab","/customers/keytradebank","/customers/remote","/customers/nebulaworks","/customers/thales","/customers/uw","/customers/chefkoch","/customers/extra-hop-networks","/customers/deakin-university","/customers/axway","/company/team/board-of-directors","/customers/hemmersbach","/customers/agoda","/press/releases/2016-05-24-softmart-press-release","/press/releases/2019-08-07-gitlab-announces-commit-brooklyn-schedule","/partners/technology-partners/hashicorp","/press/releases/2019-01-22-gitlab-announces-support-for-common-access-cards","/get-help","/press/releases/2021-04-27-gitlab-positioned-leader-gartner-magic-quadrant-enterprise-agile-planning-tools","/press/releases/2020-04-22-gitlab-and-megazone-cloud-expands-cloud-native","/press/releases/2019-12-06-2020-gitlab-commit-san-francisco-schedule","/press/releases/2017-07-31-emerasoft-press-release","/press/releases/2020-07-09-gitlab-announces-first-ever-24-hour-virtual-user-event","/press/releases/2020-12-09-gitlab-cited-as-representative-vendor-in-gartner-market-guide","/press/releases/2018-03-22-gitlab-cicd-github-integration","/press/releases/2022-05-16-gitlab-to-announce-first-quarter-fiscal-2023-financial-results","/press/releases/2021-07-08-gitlab-announces-commit-virtual-2021","/press/releases/2021-12-06-gitlab-reports-third-quarter-fiscal-2022-financial-results","/community/co-create","/press/releases/2022-10-05-teamops-new-practice-for-work-environments","/press/releases/2022-12-13-gitlab-appoints-mark-porter-to-board-of-directors","/press/releases/2023-05-02-gitlab-and-google-cloud-partner-to-expand-ai-assisted-capabilities","/press/releases/2023-07-18-gitlab-names-chris-weber-chief-revenue-officer","/press/releases/2023-11-09-gitlab-continues-ai-momentum-with-enhanced-ai-powered-devsecops-workflows","/press/releases/2025-05-20-gitlab-to-announce-first-quarter-fiscal-2026-financial-results","/press/releases/2025-01-02-gitlab-cfo-to-present-at-the-27th-annual-needham-growth-conference","/press/releases/2024-03-22-gitlab-to-hold-fireside-chat-with-truist-securities","/press/releases/2025-08-28-gitlab-cfo-to-present-at-piper-sandler-growth-frontiers-conference","/press/releases/gitlab-reports-second-quarter-fiscal-year-2025-financial-results","/press/releases/2024-06-25-gitlab-survey-reveals-tension-around-ai-security-and-developer-productivity-within-organizations","/services/customer-success-management","/pricing/terms","/solutions/agile-delivery","/solutions/iec-62304","/solutions/nonprofit/join","/stages-devops-lifecycle/monitor","/support/enhanced-support-offerings","/support/sensitive-information","/pricing/feature-comparison","/events/kubecon-na","/developer-experience","/jobs/all-jobs","/ebook-ultimate-guide-ci-cd","/solutions/public-sector/state-and-local-government","/topics/agile-delivery/agile-ppm","/gitlab-duo/duo-amazon-q","/solutions/delivery-automation","/solutions/telecommunications","/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","/topics/gitops/gitops-best-practices","/topics/version-control/version-control-best-practices","/topics/version-control/what-is-innersource","/es/customers/glympse","/es/customers/cern","/es/customers/mckenzie-intelligence-services","/es/dedicated","/es/partners/benefits","/releases/whats-new/versions/18.4","/es/get-started/small-business","/es/pricing/faq-compute-minutes","/es/free-trial/devsecops","/es/solutions/github","/es/company","/es/security","/es/solutions/nonprofit/partners","/es/solutions/startups","/es/pricing/premium","/the-source/security/the-key-to-innovation-and-compliance-in-financial-services","/the-source/platform/whats-next-in-devsecops-for-telecommunications","/the-source/platform/high-performing-development-teams-your-business-advantage","/the-source/platform/beyond-the-portal-hype-why-you-need-a-platform-first","/the-source/platform/platform-engineering-its-about-culture-not-tools","/the-source/security/embedding-risk-intelligence-into-your-software-supply-chain","/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/the-source/ai/overcome-ai-sprawl-with-a-value-stream-management-approach","/the-source/ai/building-a-transparency-first-ai-strategy-7-questions-to-ask-your-devops","/the-source/ai/how-ai-can-fix-governments-legacy-code-problem","/the-source/ai/transform-legacy-systems-faster-with-ai-automation-tools","/es/solutions/code-suggestions","/es/topics/devsecops","/es/topics/serverless","/es/topics/devops/devops-test-automation","/es/topics/agile-delivery/agile-methodology","/es/topics/cloud-native","/es/topics/gitops/gitops-gitlab-collaboration","/es/topics/devops/value-stream-mapping","/es/topics/version-control/what-are-gitlab-flow-best-practices","/es/topics/ci-cd/continuous-integration-best-practices","/fr-fr/blog/ci-cd-inputs-secure-and-preferred-method-to-pass-parameters-to-a-pipeline","/fr-fr/blog/bridging-the-visibility-gap-in-software-supply-chain-security","/fr-fr/blog/exact-code-search-find-code-faster-across-repositories","/fr-fr/blog/gitlab-duo-agent-platform-public-beta","/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/automating-agile-workflows-with-the-gitlab-triage-gem","/fr-fr/blog/4-ways-to-accelerate-embedded-development-with-gitlab","/the-source/authors/ayoub-fandi","/the-source/authors/joel-krooswyk","/the-source/authors/emilio-salvador","/the-source/authors/sandra-gittlen","/es/value-stream-workshop","/fr-fr/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/fr-fr/blog/how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code","/fr-fr/blog/gitlab-premium-with-duo","/fr-fr/blog/kubernetes-the-container-orchestration-solution","/fr-fr/blog/how-to-keep-up-with-ci-cd-best-practices","/fr-fr/blog/introducing-custom-compliance-frameworks-in-gitlab","/fr-fr/blog/observability-vs-monitoring-in-devops","/fr-fr/blog/speed-up-code-reviews-let-ai-handle-the-feedback-implementation","/fr-fr/blog/what-is-gitflow","/fr-fr/blog/top-tips-for-efficient-ai-powered-code-suggestions-with-gitlab-duo","/fr-fr/blog/use-gitlab-duo-workflow-to-improve-application-quality-assurance","/fr-fr/blog/whats-new-in-git-2-48-0","/fr-fr/customers/goldman-sachs","/fr-fr/customers/cern","/fr-fr/customers/moneyfarm","/es/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/fr-fr/get-started/build-business-case","/es/the-source/platform/high-performing-development-teams-your-business-advantage","/es/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/fr-fr/pricing/faq-new-product-subscription-tiers","/fr-fr/partners/technology-partners/hashicorp","/es/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/fr-fr/company/preference-center","/fr-fr/solutions/gitops","/fr-fr/small-business","/fr-fr/solutions/continuous-software-compliance","/fr-fr/solutions/value-stream-management/dora","/fr-fr/solutions/open-source/join","/fr-fr/topics/ci-cd/benefits-continuous-integration","/fr-fr/topics/ci-cd/continuous-integration-server","/fr-fr/eighteen","/fr-fr/topics/devops/ai-enhanced-security","/fr-fr/topics/devops","/es/the-source/authors/erika-feldman","/es/the-source/authors/ayoub-fandi","/es/the-source/authors/josh-lemos","/fr-fr/topics/devops/what-is-a-site-reliability-engineer","/fr-fr/topics/gitops","/fr-fr/topics/devsecops/what-is-developer-first-security","/fr-fr/topics/version-control/what-is-git-version-control","/es/the-source/authors/sharon-gaudin","/fr-fr/topics/version-control/how-implement-version-control","/fr-fr/pricing/ultimate","/it-it/install","/it-it/pricing","/it-it/get-started/enterprise","/it-it/customers/caci","/it-it/customers/fanatics","/it-it/customers/iron-mountain","/it-it/customers/thales","/it-it/partners/technology-partners/redhat","/fr-fr/gitlab-duo","/fr-fr/developer-survey/2024/ai","/it-it/solutions/nonprofit","/it-it/solutions/education/join","/it-it/solutions/analytics-and-insights","/it-it/analysts","/it-it/solutions/source-code-management","/it-it/topics/ci-cd/cloud-native-continuous-integration","/it-it/topics/ci-cd/pipeline-as-code","/it-it/faster-together","/fr-fr/blog/categories/devsecops","/it-it/topics/devops/build-a-devops-team","/it-it/topics/devops/the-role-of-ai-in-devops","/it-it/topics/devsecops/beginners-guide-to-container-security","/it-it/topics/gitops/gitlab-enables-infrastructure-as-code","/it-it/topics/multicloud","/it-it/topics/version-control/version-control-best-practices","/it-it/topics/version-control/what-is-innersource","/fr-fr/the-source/security/key-security-trends-for-cisos-in-2025","/fr-fr/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/it-it/sales","/fr-fr/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/fr-fr/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/ja-jp/blog/gitlab-16-11-released","/ja-jp/blog/demystifying-ci-cd-variables","/ja-jp/blog/a-beginners-guide-to-the-git-reftable-format","/ja-jp/blog/automating-with-gitlab-duo-part-2-complex-testing","/ja-jp/blog/event-report-gartner-it-infra-2024","/ja-jp/blog/five-fast-facts-about-docs-as-code-at-gitlab","/ja-jp/blog/developing-gitlab-duo-series","/ja-jp/blog/gitlab-17-6-release","/ja-jp/blog/gitlab-18-04-release","/ja-jp/blog/gitlab-free-tier-integration-guide","/ja-jp/blog/gitlab-wallpaper","/ja-jp/blog/how-to-keep-up-with-ci-cd-best-practices","/fr-fr/the-source/authors/grant-hickman","/fr-fr/the-source/authors/chandler-gibbons","/fr-fr/the-source/authors/lee-faus","/ja-jp/blog/gitlab-duo-chat-gets-agentic-ai-makeover","/ja-jp/blog/jenkins-to-gitlab-migration-made-easy","/ja-jp/blog/monday-merge-2025-august-11","/ja-jp/blog/partner-networld","/ja-jp/blog/tutorial-automated-release-and-release-notes-with-gitlab","/ja-jp/blog/vibe-coding-with-gitlab-duo-agent-platform-issue-to-mr-flow","/ja-jp/blog/whats-new-in-git-2-48-0","/ja-jp/blog/what-is-sbom","/ja-jp/blog/what-is-gantt-chart","/ja-jp/customers/agoda","/ja-jp/blog/southwest-looking-to-help-developers-take-flight","/ja-jp/customers/connect-i","/ja-jp/customers/goldman-sachs","/ja-jp/customers/moneyfarm","/ja-jp/eighteen","/ja-jp/gitlab-duo","/ja-jp/get-started/build-business-case","/ja-jp/developer-survey/2024/ai","/ja-jp/privacy","/ja-jp/partners/technology-partners/ibm","/ja-jp/pricing/faq-premium-update","/fr-fr/the-source","/ja-jp/solutions/gitops","/ja-jp/solutions/continuous-software-compliance","/ja-jp/solutions/open-source/join","/ja-jp/solutions/value-stream-management/dora","/ja-jp/software-faster","/it-it/the-source/ai/dora-insights-where-is-ai-really-driving-developer-productivity","/it-it/the-source/platform/finops-balancing-financial-responsibility-and-innovation","/it-it/the-source/security/enterprise-scale-security-and-compliance-policy-management-in-the-ai-era","/it-it/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/it-it/the-source/security/why-legacy-code-is-a-security-risk-and-how-ai-can-help","/ja-jp/topics/agile-delivery","/ja-jp/topics/devops/what-is-a-devops-platform-engineer","/ja-jp/topics/ci-cd/continuous-integration-metrics","/ja-jp/topics/devops/how-and-why-to-create-devops-platform-team","/ja-jp/topics/devops/ai-code-generation-guide","/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","/it-it/the-source/authors/andre-michael-braun","/it-it/the-source/authors/jlongo","/it-it/the-source/authors/derek-debellis","/it-it/the-source/authors/sabrina-farmer","/pt-br/ai-transparency-center","/pt-br/customers/siemens","/pt-br/get-started/continuous-integration","/pt-br/customers/dunelm","/pt-br/customers/bab","/pt-br/customers/intuitive-machines","/pt-br/pricing/feature-comparison","/pt-br/enterprise","/pt-br/solutions/education","/pt-br/solutions/agile-delivery","/pt-br/solutions/jira","/pt-br/solutions/slack","/pt-br/teamops","/pt-br/topics/ci-cd/cicd-pipeline","/pt-br/topics/ci-cd","/pt-br","/ja-jp/blog/categories/open-source","/ja-jp/blog/categories/bulletin-board","/pt-br/topics/devops/beginner-devops-platform","/pt-br/topics/devops/seven-tips-to-get-the-most-out-of-your-devops-platform","/pt-br/topics/devops-platform","/pt-br/topics/digital-transformation","/pt-br/topics/version-control/software-team-collaboration","/pt-br/topics/microservices","/pt-br/partners/technology-partners","/pt-br/topics/version-control/what-is-gitlab-flow","/ja-jp/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/ja-jp/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/pt-br/resources","/de-de/blog/authors/alex-fracazo","/de-de/blog/authors/benjamin-skierlak","/de-de/blog/authors/christian-couder","/de-de/blog/authors/diana-logan","/de-de/blog/authors/gitlab-team","/de-de/blog/authors/madeline-lake","/de-de/blog/authors/jannik-lehmann","/ja-jp/the-source/authors/bryan-ross","/ja-jp/the-source/authors/kristina-weis","/ja-jp/the-source/authors/taylor-mccaslin","/fr-fr/blog/authors/ben-ridley","/ja-jp/the-source/authors/gitlab","/fr-fr/blog/authors/alex-fracazo","/de-de/blog/authors/melissa-ushakov","/fr-fr/blog/authors/chloe-cartron","/fr-fr/blog/authors/davoud-tu","/fr-fr/blog/authors/fernando-diaz","/fr-fr/blog/authors/himanshu-kapoor","/de-de/blog/authors/paul-meresanu","/fr-fr/blog/authors/joseph-longo","/de-de/blog/authors/salman-ladha","/de-de/blog/authors/stan-hu","/fr-fr/blog/authors/magdalena-frankiewicz","/fr-fr/blog/authors/michael-friedrich","/fr-fr/blog/authors/pini-wietchner","/de-de/blog/authors/torsten-linz","/fr-fr/blog/authors/susan-tacker","/pt-br/the-source/platform/driving-business-results-with-platform-engineering","/fr-fr/blog/authors/sam-morris","/pt-br/the-source/security/10-tips-to-prioritize-security-in-software-development","/pt-br/the-source/ai/building-a-transparency-first-ai-strategy-7-questions-to-ask-your-devops","/ja-jp/blog/authors/dave-steer","/ja-jp/blog/authors/ivan-nemytchenko","/ja-jp/blog/authors/byron-boots","/fr-fr/blog/authors/valerie-silverthorne","/ja-jp/blog/authors/fernando-diaz","/ja-jp/blog/authors/andy-bradfield","/pt-br/the-source/security/strengthen-your-cybersecurity-strategy-with-secure-by-design","/ja-jp/blog/authors/manuel-kraft","/ja-jp/blog/authors/patrick-steinhardt","/ja-jp/blog/authors/samer-akkoub","/ja-jp/blog/authors/tim-rizzi","/pt-br/the-source/authors/amanda-rueda","/pt-br/the-source/authors/ddesanto","/pt-br/the-source/authors/iganbaruch","/pt-br/the-source/authors/rschulman","/ja-jp/the-source/security","/ja-jp/the-source/ai","/fr-fr/blog/tags/careers","/fr-fr/blog/tags/features","/de-de/blog/tags/code-review","/de-de/blog/tags/performance","/fr-fr/blog/tags/news","/de-de/blog/tags/ai-ml","/fr-fr/blog/tags/customers","/de-de/blog/tags/devops","/de-de/blog/tags/tutorial","/fr-fr/blog/tags/security","/ja-jp/blog/tags/financial-services","/de-de/blog/tags/gitops","/ja-jp/blog/tags/cloud-native","/ja-jp/blog/tags/devops-platform","/ja-jp/blog/tags/agile","/ja-jp/blog/tags/news","/ja-jp/blog/tags/security","/blog/categories/careers","/blog/categories/open-source","/blog/tags/contributors","/blog/tags/testing","/blog/tags/careers","/blog/tags/gitops","/blog/tags/news","/blog/tags/releases","/blog/tags/devsecops","/blog"]}