{"id":"9d22f034-4907-4caf-9e7c-f0da877e5b7d","timestamp":1761814229704,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/blog/how-gitlab-can-support-your-iso-compliance-journey","/de-de/blog/how-to-integrate-custom-security-scanners-into-gitlab","/de-de/blog/10-best-practices-for-using-ai-powered-gitlab-duo-chat","/de-de/blog/observability-vs-monitoring-in-devops","/de-de/blog/finserv-how-to-implement-gitlabs-separation-of-duties-features","/de-de/blog/docs-site-design-overhaul","/de-de/blog/ace-your-planning-without-the-context-switching","/de-de/blog/how-we-use-gitlab-to-grow-open-source-communities","/de-de/blog/automating-with-gitlab-duo-part-1-generating-tests","/de-de/blog/keeping-git-commit-history-clean","/de-de/blog/git-pull-vs-git-fetch-whats-the-difference","/de-de/blog/demystifying-ci-cd-variables","/de-de/blog/gitlab-premium-with-duo","/de-de/blog/celebrating-gits-20th-anniversary-with-creator-linus-torvalds","/de-de/blog/gitlab-duo-agent-platform-public-beta","/de-de/blog/gitlab-duo-workflow-enterprise-visibility-and-control-for-agentic-ai","/de-de/blog/supercharge-your-git-workflows","/de-de/blog/self-hosting-vs-cloud","/de-de/blog/ultimate-guide-to-migrating-from-aws-codecommit-to-gitlab","/de-de/blog/what-is-git-the-ultimate-guide-to-gits-role-and-functionality","/de-de/blog/what-are-okrs","/de-de/blog/whats-new-in-git-2-46-0","/de-de/customers/fanatics","/de-de/customers/caci","/de-de/customers/thales","/de-de/customers/iron-mountain","/de-de/free-trial","/de-de/solutions/gitops","/de-de/pricing/licensing-faq/cloud-licensing","/de-de/solutions/open-source/join","/de-de/solutions/continuous-software-security-assurance","/de-de/partners/benefits","/de-de/stages-devops-lifecycle/govern","/de-de/calculator","/de-de/ebook-beginners-guide-ai","/de-de/getting-started-videos","/de-de/solutions/agile-delivery","/de-de/solutions/startups","/de-de/platform","/de-de/resources","/de-de/topics/devops-platform","/de-de/topics/digital-transformation","/de-de/topics/devops/seven-tips-to-get-the-most-out-of-your-devops-platform","/de-de/topics/ci-cd/cicd-pipeline","/de-de/teamops","/de-de/topics/devops/beginner-devops-platform","/de-de/topics/microservices","/de-de/topics/ci-cd","/de-de/topics/version-control/software-team-collaboration","/de-de/topics/version-control/what-is-gitlab-flow","/blog/a-developers-guide-to-building-an-ai-security-governance-framework","/blog/a-beginners-guide-to-continuous-integration","/blog/7-git-personalities","/blog/3-best-practices-for-building-software-in-the-era-of-llms","/blog/16-ways-to-get-the-most-out-of-software-documentation","/blog/5-things-to-know-from-our-linkedin-live-security-deep-dive","/blog/4-ways-to-accelerate-embedded-development-with-gitlab","/blog/a-single-codebase-for-gitlab-community-and-enterprise-edition","/blog/achieving-23-cost-savings-and-36-performance-gain-using-gitlab-and-gitlab-runner-on-arm-neoverse-based-aws-graviton2-processor","/blog/accelerate-cloud-adoption-with-gitlabs-open-source-partnership-with-google-cloud","/blog/advanced-devsecops-practices","/blog/agile-mindset","/blog/ai-powered-growth-transform-every-stage-of-software-delivery","/blog/amazon-linux-2-service-ready-partner","/blog/arm-open-source-makes-a-seamless-migration-to-gitlab","/blog/api-v3-removal-impending","/blog/announcing-100m-series-d-funding","/blog/athlinks-cuts-runtime-in-half-with-giltab","/beginners-guide-to-devops/variant","/de-de/the-source/authors/ddesanto","/de-de/the-source/authors/amanda-rueda","/de-de/the-source/authors/iganbaruch","/de-de/the-source/authors/rschulman","/blog/authors/bradley-lee","/blog/authors/brian-glanz","/blog/authors/balasankar-balu-c","/blog/authors/camellia-yang","/blog/authors/abdulkader-benchi","/blog/authors/alex-groleau","/blog/authors/andrea-borga","/blog/authors/allison-whilden","/blog/authors/andrew-thomas","/blog/authors/anthony-davanzo","/blog/authors/ashley-mcalpin","/blog/authors/bert-van-eyck","/de-de/the-source/security/10-tips-to-prioritize-security-in-software-development","/de-de/the-source/platform/driving-business-results-with-platform-engineering","/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/authors/charl-de-wit","/blog/authors/chris-micek","/blog/authors/christian-nnachi","/blog/authors/cindy-blake","/blog/authors/costel-maxim","/blog/authors/daniel-berman","/blog/authors/darren-murph","/blog/authors/david-smith","/blog/authors/devin-sylva","/blog/authors/dmitriy-zaporozhets","/blog/authors/dylan-griffith","/blog/authors/emily-bauman","/blog/authors/ernst-van-nierop","/blog/authors/eric-rubin","/blog/authors/fabian-zimmer","/blog/authors/filipa-lacerda","/blog/authors/gabriel-mazetto","/blog/authors/gitlab-germany-team","/blog/authors/hannah-sutor","/blog/authors/guest-author-andr-miranda","/blog/authors/igor-wiedler","/blog/authors/hiroki-suezawa","/blog/authors/grant-hickman","/blog/authors/jacie-bandur","/blog/authors/jake-foster","/blog/authors/jan-provaznik","/blog/authors/jason-yavorska","/blog/authors/jessica-hurwitz","/blog/authors/jeff-tucker","/blog/authors/joern-schneeweisz","/blog/authors/john-jeremiah","/blog/authors/jordi-mon","/blog/authors/josh-zimmerman","/blog/authors/julie-byrne","/blog/authors/karen-caras","/blog/authors/kenny-johnston","/blog/authors/kurt-dusek","/blog/authors/lee-tickett","/blog/authors/lyle-kozloff","/blog/authors/lasse-schuirmann","/blog/authors/marc-shaw","/blog/authors/mark-art","/blog/authors/mayra-cabrera","/blog/authors/mathias-ewald","/blog/authors/matt-wilson","/blog/authors/mike-flouton","/blog/authors/michael-henriksen","/blog/authors/nate-rosandich","/blog/authors/nico-meisenzahl","/blog/authors/nupur-sharma","/blog/authors/pedro-fortuna","/blog/authors/patrick-steinhardt","/blog/authors/orit-golowinski","/blog/authors/pj-metz","/blog/authors/regnard-raquedan","/blog/authors/rahul-bhargava-cto-evolphin","/blog/authors/robert-williams","/blog/authors/roy-taragan","/blog/authors/sameer-kamani","/blog/authors/salman-ladha","/blog/authors/sarah-daily","/blog/authors/sasha-bannister","/blog/authors/sean-packham","/blog/authors/shinya-maeda","/blog/authors/stan-hu","/blog/authors/steve-ropa","/blog/authors/tim-davis","/blog/authors/tomas-vik","/blog/authors/tanuja-jayarama-raju","/blog/authors/tye-davis","/blog/authors/vicky-steeves","/blog/authors/vlad-budica","/blog/authors/yevgeny-pats","/blog/automate-tedious-coding-tasks-with-gitlab-duo-workflow","/blog/automating-role-based-access-control-rbac-at-scale","/blog/aws-pre-event-post","/blog/avoiding-burnout-as-product-designers","/blog/beautifying-our-ui-enhancing-gitlabs-deployment-experience","/blog/best-practices-remote-engineering","/blog/being-a-good-open-source-steward","/blog/biggest-obstacles-to-getting-work-done","/blog/buffer-and-gitlab-ceos-talk-transparency","/blog/building-a-more-inclusive-and-welcoming-open-source-community-on-gitlab","/blog/built-in-ci-cd-version-control-secret","/blog/building-gitlab-with-gitlab-a-multi-region-service-to-deliver-ai-features","/blog/cascading-merge-requests-with-gitlab-flow","/blog/ceo-shadow-recap","/blog/changes-to-githost","/blog/cloud-native-demo","/blog/ci-cd-catalog-goes-ga-no-more-building-pipelines-from-scratch","/blog/ci-integral-to-everyday-work","/blog/combine-gitlab-webhooks-and-twilio-for-sms-alerts-on-devsecops-platform","/blog/codepen-welcome-to-gitlab","/blog/compliance-management","/blog/conducting-remote-ux-research","/blog/container-security-in-gitlab","/blog/contribute-through-the-eyes-of-a-new-gitlabber","/blog/contributor-post-jacopo","/blog/customer-story-charge-communications","/blog/cross-project-pipeline","/blog/craftsman-looks-at-continuous-integration","/blog/day-in-the-life-remote-worker","/blog/designing-for-the-modern-developer-recap","/blog/delayed-replication-for-disaster-recovery-with-postgresql","/blog/deploy-a-server-using-go-with-gitlab-google-cloud","/blog/developer-security-divide","/blog/devops-is-at-the-center-of-gitlab","/blog/devsecops-agentic-ai-now-on-gitlab-self-managed-ultimate-on-aws","/blog/did-you-install-gitlab-from-source-recently-check-your-git-version","/blog/developing-gitlab-duo-how-we-validate-and-test-ai-models-at-scale","/blog/dockerizing-review-apps","/blog/drupal-moves-to-gitlab","/blog/efficient-devsecops-workflows-hands-on-python-gitlab-api-automation","/blog/eliminate-risk-with-feature-flags-tutorial","/blog/epics-three-features-accelerate-your-workflow","/blog/enhance-data-security-with-custom-pii-detection-rulesets","/blog/enables-rapid-innovation","/blog/expanding-guest-capabilities-in-gitlab-ultimate","/blog/fast-search-using-postgresql-trigram","/blog/feature-highlight-ldap-sync","/blog/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them","/blog/feature-highlight-wip","/blog/five-devops-platform-benefits-that-inspire-gitlab-users","/blog/five-things-we-learned-from-you-in-recent-ux-research","/blog/four-approaches-to-gitlab-integrations","/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/getting-started-with-gitlab-working-with-ci-cd-variables","/blog/git-happens","/blog/git-resources-for-visual-learners","/blog/github-offering-free-private-repos-for-up-to-three-collaborators","/blog/gitlab-actions-to-date-regarding-russian-invasion-of-ukraine","/blog/gitlab-2016-year-in-review","/blog/gitlab-at-does-2016","/blog/gitlab-and-the-three-ways-of-devops","/blog/gitlab-and-accenture-announce-global-reseller-agreement","/blog/gitlab-chat-ai","/blog/gitlab-cloud-becomes-gitlab-com","/blog/gitlab-com-paid-features","/blog/gitlab-community-forks","/blog/gitlab-dedicated-available","/blog/gitlab-duo-chat-gets-agentic-ai-makeover","/blog/gitlab-dot-com-storage-limit-raised-to-10gb-per-repo","/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-importers","/blog/gitlab-hackerone-bug-bounty-program-is-public-today","/blog/gitlab-gdk-remote-development","/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-journey-to-cicd","/blog/gitlab-live-event-recap","/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-partners-with-digitalocean-to-make-continuous-integration-faster-safer-and-more-affordable","/blog/gitlab-raises-20-million-to-complete-devops","/blog/gitlab-remote-ceo-shadow-takeaways","/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-ultimate-early-adopter-program","/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/gl-for-pm-prt-2","/blog/google-cloud-integrations-for-secure-cloud-run-deployments-at-gitlab","/blog/gpg-key-used-to-sign-gitlab-runner-packages-rotated","/blog/guide-to-rest-api","/blog/hey-data-teams-we-are-working-on-a-tool-just-for-you","/blog/how-being-public-by-default-in-security-builds-trust","/blog/hosted-runners-for-gitlab-dedicated-available-in-beta","/blog/how-enterprise-dev-teams-use-gitlab-mattermost-chatops","/blog/how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code","/blog/how-indeed-transformed-its-ci-platform-with-gitlab","/blog/how-gitlab-uses-unicorn-and-unicorn-worker-killer","/blog/how-gitlab-pages-uses-the-gitlab-api","/blog/how-our-ux-team-worked-through-ideation-using-the-four-step-sketch","/blog/how-the-ceo-shadow-program-boosted-my-individual-productivity-during-the-covid-19-crisis","/blog/how-to-ask-smarter-devops-questions","/blog/how-to-become-more-productive-with-gitlab-ci","/blog/how-to-get-gitops-right-with-iac-security","/blog/how-to-deploy-react-to-amazon-s3","/blog/how-to-choose-the-right-security-scanning-approach","/blog/how-to-keep-remote-teams-engaged","/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-strengthen-agile-teams-with-tuckmans-model","/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-diagnosed-and-resolved-redis-latency-spikes","/blog/how-we-release-software-patches","/blog/how-we-supercharged-gitlab-ci-statuses-with-websockets","/blog/how-zoopla-uses-dora-metrics-and-your-team-can-too","/blog/how-we-utilize-user-stories-as-a-collaborative-design-tool","/blog/imposter-syndrome-and-remote-work","/blog/inside-dora-performers-score-in-gitlab-value-streams-dashboard","/blog/inside-the-improved-ci-logs-management-experience-for-multi-line-commands","/blog/improving-oauth-ropc-security-on-gitlab-com","/blog/integrating-with-gitlab-secure","/blog/introducing-achievements-system","/blog/introducing-gitlab-dedicated-for-government","/blog/introducing-our-statement-of-support","/blog/introducing-the-gitlab-cli","/blog/jira-importer-research","/blog/ios-publishing-with-gitlab-and-fastlane","/blog/iterating-on-sso","/blog/journey-through-gits-20-year-history","/blog/kubernetes-kubecon-barcelona","/blog/koding-and-gitlab-integrated","/blog/keeping-your-account-safe","/blog/learn-gitlab-devops-version-control","/blog/let-s-talk-swag","/blog/learning-rust-with-a-little-help-from-ai-code-suggestions-getting-started","/blog/lockheed-martin-aws-gitlab","/blog/making-builds-faster-autoscaling-runners","/blog/manage-conversation-staying-agile","/blog/managing-your-snowflake-spend-with-periscope-and-dbt","/blog/merge-request-changes-summary-ai","/blog/migrate-from-jenkins-update","/blog/mastering-gitlab-admin-tasks-with-gitlab-duo-chat","/blog/migrating-your-version-control-to-git","/blog/mobile-devops-with-gitlab-part-3-code-signing-for-ios-with-gitlab-and-fastlane","/blog/moving-from-ops-to-infrastructure","/blog/monitor-web-attack-surface-with-gitlab","/blog/multi-cloud-security","/blog/meet-gitlab-duo-workflow-the-future-of-ai-driven-development","/blog/netlify-launches-gitlab-support","/blog/new-machine-types-for-gitlab-saas-runners","/blog/next-generation-container-registry","/blog/observability","/blog/open-source-security","/blog/optimizing-the-value-exchange-a-gentle-introduction","/blog/one-devops-platform-can-help-you-achieve-devsecops","/blog/pair-gitlab-and-the-good-docs-project-template-to-improve-release-notes","/blog/path-to-decomposing-gitlab-database-part2","/blog/our-secret-to-tackling-thousands-of-open-issues","/blog/pick-your-brain-interview-jake-stein","/blog/plugin-instability","/blog/pragmatic-redesign-for-gitlab","/blog/proposed-server-purchase-for-gitlab-com","/blog/publishing-obsidian-notes-with-gitlab-pages","/blog/q1-hackathon-recap","/blog/quantifying-ux-validating-the-redesign-of-gitlabs-settings-pages","/blog/r2devops-open-source-hub-cicd","/blog/recruiting-tactics-and-strategies-to-build-a-more-diverse-team","/blog/reduce-the-load-on-gitlab-gitaly-with-bundle-uri","/blog/remote-enables-innovation","/blog/release-early-release-often","/blog/rise-of-protestware","/blog/removing-mysql-support","/blog/scaling-our-use-of-sidekiq","/blog/security-culture-devsecops","/blog/secure-compliant-and-ai-powered-get-to-know-3-new-gitlab-features","/blog/secure-rust-development-with-gitlab","/blog/security-trends-in-gitlab-hosted-projects","/blog/set-up-flux-for-gitops-on-openshift","/blog/shared-runners","/blog/preview","/blog/simplify-your-cloud-account-management-for-kubernetes-access","/blog/solving-gitlabs-changelog-conflict-crisis","/blog/soc2-compliance","/blog/starting-from-the-start-slippers-design-system","/blog/stack-overflow-support-network","/blog/speed-up-code-reviews-let-ai-handle-the-feedback-implementation","/blog/synchronous-collaboration-as-a-remote-designer-at-gitlab","/blog/streamline-enterprise-artifact-management-with-gitlab","/blog/the-best-of-gitlabs-devops-platform-2021","/blog/tech-debt","/blog/supercharge-your-git-workflows","/blog/the-contributions-we-made-to-the-git-2-43-release","/blog/the-gitlab-handbook-by-numbers","/blog/the-on-call-handover-at-gitlab","/blog/the-ultimate-guide-to-token-management-at-gitlab","/blog/three-faces-of-user-calls","/blog/three-yaml-tips-better-pipelines","/blog/top-challenges-to-securing-the-software-supply-chain","/blog/top-tips-for-efficient-ai-powered-code-suggestions-with-gitlab-duo","/blog/trends-in-test-automation","/blog/the-top-skills-you-need-to-get-your-devops-dream-job","/blog/tutorial-advanced-use-case-for-gitlab-pipeline-execution-policies","/blog/tutorial-securing-your-gitlab-pages-with-tls-and-letsencrypt","/blog/too-many-toolchains-a-devops-platform-migration-is-the-answer","/blog/unifylogsmetrics","/blog/ubs-gitlab-devops-platform","/blog/unveiling-the-guard-framework-to-automate-security-detections-at-gitlab","/blog/updating-the-os-version-of-saas-runners-on-linux","/blog/use-gitlab-duo-to-build-and-deploy-a-simple-quarkus-native-project","/blog/using-ansible-and-gitlab-as-infrastructure-for-code","/blog/vcc-with-a-single-app","/blog/using-omnibus-gitlab-to-ship-gitlab","/blog/vulnerability-risk-prioritization-made-simple-with-gitlab","/blog/ways-to-encourage-collaboration","/blog/video-tutorial-idea-to-production-on-google-container-engine-gke","/blog/what-its-like-to-intern-in-gitlab-security","/blog/what-founders-ask-founders-about-getting-into-yc","/blog/welcome-kde","/blog/whats-in-your-backpack","/blog/what-the-solarwinds-attack-can-teach-us-about-devsecops","/blog/whats-next-for-gitlab-ci","/blog/why-ai-in-devops-is-here-to-stay","/blog/why-collaboration-tools-matter","/blog/why-gitlab-ci-cd","/blog/why-i-am-excited-about-gitlab-commit","/blog/why-security-champions","/blog/why-we-chose-vue","/blog/why-were-sticking-with-ruby-on-rails","/blog/wrapping-text","/blog/working-for-gitlab-a-support-engineers-perspective","/blog/you-asked-and-our-red-team-answered","/blog/zero-trust-at-gitlab-where-do-we-go-from-here","/customers/cook-county","/customers/alteryx","/customers/fullsave","/customers/dublin-city-university","/customers/bitpanda","/customers/paessler-prtg","/customers/lely","/customers/sigma-defense","/customers/thezebra","/customers/victoria-university","/ebook-ultimate-guide-ci-cd","/compliance/pci-compliance","/company/contact","/getting-started-videos","/press/releases/2017-01-25-buddybuild-press-release","/press/releases/2020-11-16-gitlab-welcomes-wendy-nice-barnes-as-cpo-and-merline-saintil-to-board","/press/releases/2020-05-22-gitlab-expands-industry-leading-devsecops-platform-13-0-release","/press/releases/2017-11-01-gitlab-transitions-contributor-license","/press/releases/2020-03-18-godfrey-sullivan-joins-gitlab-board-of-directors","/press/releases/2019-09-17-gitlab-raises-268m-to-expanding-leading-devops-platform","/press/releases/2018-09-19-gitlab-series-d-funding","/press/releases/2019-07-15-third-annual-gitlab-global-developer-survey","/press/releases/2021-03-30-gitlab-for-education-report-launched","/press/releases/2021-06-22-gitlab-14-delivers-modern-devops-in-one-platform","/press/releases/2022-03-24-gitlab-announces-departure-of-david-hornik-from-board-of-directors","/press/releases/2021-10-13-gitlab-announces-pricing-of-initial-public-offering","/press/releases/2023-04-18-gitlab-oracle-partner-for-ai-ml","/press/releases/2022-11-30-gitlab-dedicated-launches-to-meet-complex-compliance-requirements","/press/releases/2022-08-23-gitlab-sixth-annual-devsecops-survey","/press/releases/2023-06-07-gartner-magic-quadrant-for-devops-platforms-release","/press/releases/2023-09-05-gitlab-reports-second-quarter-fiscal-year-2024-financial-results","/press/releases/2024-02-12-gitlab-to-announce-fourth-quarter-and-full-fiscal-year-2024-financial-results","/gartner-magic-quadrant","/install","/press/releases/2024-06-03-gitlab-reports-first-quarter-fiscal-year-2025-financial-results","/press/releases/2025-04-17-gitlab-announces-general-availability-of-gitlab-duo-with-amazon-q","/press/releases/2024-12-03-aws-gitlab-announce-integrated-ai-offering-to-accelerate-software-innovation-and-developer-productivity","/press/releases/gitlab-chief-financial-officer-to-present-at-the-barclays-22nd-annual-global-technology-conference","/press/releases/2025-08-06-gitlab-aws-strategic-collaboration-agreement","/pricing/faq-improved-billing-and-subscription-management","/partners","/privacy/us-state-privacy-rights-and-disclosures","/solutions/gitops","/solutions/continuous-software-security-assurance","/support/definitions","/events/financial-services-roadshow","/support/scheduling-upgrade-assistance","/security/open-source-resources","/developer-survey/2024/security-compliance","/solutions/nonprofit","/stages-devops-lifecycle","/solutions/aerospace","/solutions/supply-chain","/pricing/premium","/solutions/public-sector","/customers","/press","/the-source/authors/gitlab","/the-source/authors/josh-lemos","/the-source/authors/bryan-ross","/the-source/authors/sabrina-farmer","/topics/agentic-ai/ai-code-analysis","/topics/ci-cd/continuous-integration-server","/topics/ci-cd/benefits-continuous-integration","/the-source/ai/getting-started-with-ai-in-software-development-a-guide-for-leaders","/the-source/platform/whats-next-in-devsecops-for-public-sector","/the-source/security/building-resilient-software-through-secure-development","/the-source/platform/accelerate-embedded-development-in-software-defined-vehicles","/topics/devops","/topics/devops/what-is-a-site-reliability-engineer","/topics/devops/ai-enhanced-security","/topics/gitops","/topics/devsecops/what-is-developer-first-security","/topics/version-control/what-is-code-review","/topics/version-control/benefits-distributed-version-control-system","/the-source/ai","/es/customers","/es/customers/deutsche-telekom","/es/customers/ally","/es/customers/remote","/why-gitlab","/es/get-started/build-business-case","/es/pricing/faq-new-product-subscription-tiers","/es/solutions/github","/es/solutions/nonprofit/join","/es/partners/technology-partners/hashicorp","/es/eighteen","/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/the-source/ai/three-ways-to-operationalize-ai-for-engineering-teams","/the-source/ai/webcast-nov18-dora-gitlab-maximizing-ai-impact","/the-source/ai/4-ways-ai-can-help-devops-teams-improve-security","/the-source/platform/from-toolchain-chaos-to-business-roi-a-5-step-roadmap","/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/es/stages-devops-lifecycle/configure","/es/solutions/source-code-management","/es/stages-devops-lifecycle/secure","/es/pricing/ultimate","/the-source/security/gitlab-second-front-systems-speed-secure-development-on-dod-networks","/es/solutions/continuous-integration","/es/software-faster","/es/topics/ci-cd/continuous-integration-server","/es/topics/devops/ai-enhanced-security","/es/topics/ci-cd/benefits-continuous-integration","/es/topics/devops","/the-source/security/security-its-more-than-culture-addressing-the-root-cause-of-common-security","/es/topics/devops/what-is-a-site-reliability-engineer","/es/topics/gitops","/es/topics/devsecops/what-is-developer-first-security","/es/topics/version-control/how-implement-version-control","/es/topics/version-control/what-is-git-version-control","/fr-fr/blog/automating-agile-workflows-with-the-gitlab-triage-gem","/fr-fr/blog/bridging-the-visibility-gap-in-software-supply-chain-security","/fr-fr/blog/developing-gitlab-duo-a-roundup-of-recent-chat-enhancements","/fr-fr/blog/from-code-to-production-a-guide-to-continuous-deployment-with-gitlab","/fr-fr/blog/a-developers-guide-to-building-secure-retail-apps-with-gitlab","/fr-fr/blog/embedded-views-the-future-of-work-tracking-in-gitlab","/fr-fr/blog/git-pull-vs-git-fetch-whats-the-difference","/fr-fr/blog/gitlab-duo-amazon-q-transform-ideas-into-code-in-minutes","/fr-fr/blog/gitlab-flow-duo","/fr-fr/blog/gitlab-ultimate-for-ibm-z-modern-devsecops-for-mainframes","/fr-fr/blog/how-gitlab-duo-agent-platform-transforms-dataops","/fr-fr/blog/how-to-install-gitlab-beginners-guide","/es/the-source/authors/lee-faus","/fr-fr/analysts","/es/the-source/authors/chandler-gibbons","/es/the-source/authors/grant-hickman","/fr-fr/blog/migrating-by-direct-transfer-is-generally-available","/fr-fr/blog/keep-git-history-clean-with-interactive-rebase","/fr-fr/blog/seamlessly-migrate-from-jira-to-gitlab-with-jira2lab-at-scale","/fr-fr/blog/take-advantage-of-git-rebase","/fr-fr/blog/tutorial-migrate-from-google-cloud-source-repositories-to-gitlab","/fr-fr/blog/using-child-pipelines-to-continuously-deploy-to-five-environments","/fr-fr/blog/what-is-git","/es/gitlab-duo","/fr-fr/calculator","/fr-fr/blog/whats-new-in-git-2-46-0","/fr-fr/customers/lockheed-martin","/fr-fr/customers/thales","/fr-fr/customers/caci","/fr-fr/customers/fullsave","/fr-fr/mentions-legales","/fr-fr/get-started/small-business","/fr-fr/partners/technology-partners/redhat","/fr-fr/solutions/aerospace","/fr-fr/solutions/continuous-software-compliance","/fr-fr/stages-devops-lifecycle/verify","/es/the-source","/fr-fr/stages-devops-lifecycle/create","/fr-fr/solutions/nonprofit/partners","/fr-fr/solutions/startups/google-cloud","/es/the-source/ai/ai-trends-for-2025-agentic-ai-self-hosted-models-and-more","/es/the-source/security/key-security-trends-for-cisos-in-2025","/es/the-source/platform/why-software-logistics-is-key-to-accelerating-innovation","/es/the-source/ai/understand-and-resolve-vulnerabilities-with-ai-powered-gitlab-duo","/fr-fr/free-trial/devsecops","/fr-fr/topics/ci-cd/cicd-pipeline","/fr-fr/topics/devops/beginner-devops-platform","/fr-fr/topics/ci-cd","/fr-fr/topics/devops/seven-tips-to-get-the-most-out-of-your-devops-platform","/fr-fr/topics/devops-platform","/fr-fr/topics/digital-transformation","/fr-fr/releases/whats-new","/fr-fr/topics/microservices","/fr-fr/topics/version-control/what-is-gitlab-flow","/fr-fr/topics/version-control/software-team-collaboration","/fr-fr/solutions/gitlab-duo-pro/sales","/it-it/customers/cern","/fr-fr/the-source/authors/iganbaruch","/it-it/customers/mckenzie-intelligence-services","/it-it/customers/glympse","/fr-fr/the-source/authors/amanda-rueda","/fr-fr/the-source/authors/rschulman","/fr-fr/the-source/authors/ddesanto","/it-it/free-trial/devsecops","/it-it/dedicated","/it-it/get-started/small-business","/it-it/partners/benefits","/it-it/platform","/it-it/pricing/licensing-faq/cloud-licensing","/it-it/solutions/devops-platform","/it-it/solutions/jenkins","/it-it/stages-devops-lifecycle/monitor","/it-it/search","/it-it/solutions/telecommunications","/fr-fr/the-source/security/10-tips-to-prioritize-security-in-software-development","/fr-fr/the-source/platform/driving-business-results-with-platform-engineering","/fr-fr/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","/fr-fr/the-source/security/strengthen-your-cybersecurity-strategy-with-secure-by-design","/it-it/company","/it-it/solutions/platform-engineering","/it-it/topics/agentic-ai","/it-it/topics/ci-cd/continuous-integration-agile","/it-it/topics/ci-cd/shift-left-devops","/it-it/topics/devops/devops-beginner-resources","/it-it/solutions/application-security-testing","/fr-fr/diversity-inclusion-belonging","/it-it/topics/devops/use-devops-platform-to-avoid-devops-tax","/fr-fr/pricing","/it-it/topics/ops","/it-it/topics/devsecops/devsecops-security-checklist","/it-it/topics/gitops/gitops-best-practices","/it-it/topics/version-control/what-are-best-code-review-tools-features","/it-it/update","/it-it/the-source/authors/emilio-salvador","/it-it/the-source/authors/andrew-haschka","/ja-jp/blog/ci-deployment-and-environments","/ja-jp/blog/automating-with-gitlab-duo-part-2-complex-testing","/ja-jp/blog/developing-gitlab-duo-ai-impact-analytics-dashboard-measures-the-roi-of-ai","/ja-jp/blog/event-report-aws-summit-2025","/ja-jp/blog/a-guide-to-the-breaking-changes-in-gitlab-18-0","/ja-jp/blog/event-report-japan-it-week-spring-1","/it-it/the-source/authors/joel-krooswyk","/ja-jp/blog/getting-started-with-gitlab-mastering-project-management","/it-it/the-source/authors/sandra-gittlen","/ja-jp/blog/gitlab-17-2-released","/ja-jp/blog/gitlab-18-0-release","/fr-fr/blog","/ja-jp/blog/gitlab-named-a-leader-in-the-2024-gartner-magic-quadrant-for-devops","/ja-jp/blog/gitlab-duo-self-hosted-enterprise-ai-built-for-data-privacy","/ja-jp/blog/guide-to-fulfilling-soc-2-security-requirements-with-gitlab","/ja-jp/blog/how-to-keep-up-with-ci-cd-best-practices","/ja-jp/blog/jenkins-to-gitlab-migration-made-easy","/ja-jp/blog/monday-merge-2025-august-11","/ja-jp/blog/gitlab-18-5-intelligence-that-moves-software-development-forward","/ja-jp/blog/partner-cloud-ace","/ja-jp/blog/top-10-gitlab-workflow-hacks-you-need-to-know","/ja-jp/blog/software-supply-chain-security-guide-why-organizations-struggle","/ja-jp/blog/using-child-pipelines-to-continuously-deploy-to-five-environments","/ja-jp/blog/what-is-ci-cd","/ja-jp/calculator","/ja-jp/customers/hackerone","/ja-jp/customers/nebulaworks","/ja-jp/customers/deutsche-bahn-ag","/ja-jp/blog/what-s-new-in-git-2-50-0","/ja-jp/blog/what-is-open-source","/ja-jp/eighteen","/ja-jp/customers/bab","/ja-jp/developer-survey/2024/ai","/ja-jp/gitlab-duo","/ja-jp/get-started/build-business-case","/ja-jp/partners/technology-partners/hashicorp","/ja-jp/pricing/faq-new-product-subscription-tiers","/ja-jp/pricing/ultimate","/ja-jp/solutions/public-sector","/ja-jp/solutions/automotive","/ja-jp/solutions/jira","/ja-jp/solutions/value-stream-management/dora","/it-it/the-source/ai/4-ways-ai-can-help-devops-teams-improve-security","/it-it/the-source/platform/from-toolchain-chaos-to-business-roi-a-5-step-roadmap","/ja-jp/stages-devops-lifecycle/package","/it-it/the-source/security/how-gitlab-can-help-you-prepare-for-your-soc-2-exam","/it-it/the-source/ai/how-ai-helps-devsecops-teams-improve-productivity","/ja-jp/solutions/education","/ja-jp/topics/devops/devops-test-automation","/ja-jp/topics/devsecops","/ja-jp/topics/cloud-native","/ja-jp/topics/agile-delivery/agile-methodology","/ja-jp/topics/devops/value-stream-mapping","/ja-jp/topics/ci-cd/continuous-integration-best-practices","/ja-jp/topics/gitops/gitops-gitlab-collaboration","/ja-jp/topics/serverless","/ja-jp/services","/ja-jp/topics/version-control/what-are-gitlab-flow-best-practices","/pt-br/diversity-inclusion-belonging","/pt-br/customers/cube","/pt-br/get-help","/pt-br/customers/nvidia","/pt-br/customers/airwallex","/pt-br/customers/hilti","/ja-jp/value-stream-workshop","/pt-br/pricing/faq-jihu","/pt-br/solutions/compliance","/pt-br/solutions/finance","/pt-br/solutions/nonprofit","/pt-br/partners/technology-partners/google-cloud-platform","/ja-jp/the-source/authors/josh-lemos","/ja-jp/the-source/authors/ayoub-fandi","/ja-jp/the-source/authors/sharon-gaudin","/ja-jp/the-source/authors/erika-feldman","/pt-br/stages-devops-lifecycle/release","/pt-br/gitlab-duo/duo-amazon-q","/pt-br/pricing/premium-promo","/pt-br/small-business","/pt-br/solutions/software-compliance","/pt-br/topics/agile-delivery","/pt-br/topics/ci-cd/continuous-integration-metrics","/pt-br/topics/devops/how-and-why-to-create-devops-platform-team","/pt-br/topics/devops/ai-code-generation-guide","/pt-br/topics/devops/what-is-a-devops-platform-engineer","/pt-br/solutions/visibility-measurement","/pt-br/topics/devsecops/three-steps-to-better-devsecops","/pt-br/topics/gitops/gitops-workflow","/ja-jp/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/pt-br/topics/version-control/benefits-distributed-version-control-system","/ja-jp/the-source/platform/high-performing-development-teams-your-business-advantage","/ja-jp/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/ja-jp/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/pt-br/topics/version-control/what-is-code-review","/pt-br/the-source/authors/taylor-mccaslin","/pt-br/the-source/authors/kristina-weis","/pt-br/the-source/authors/bryan-ross","/de-de/blog/authors/carl-myers","/de-de/blog/authors/haim-snir","/de-de/blog/authors/dave-steer","/pt-br/the-source/authors/gitlab","/de-de/blog/authors/aathira-nair","/de-de/blog/authors/joseph-longo","/de-de/blog/authors/ashley-kramer","/de-de/blog/authors/manuel-kraft","/de-de/blog/authors/fabian-zimmer","/fr-fr/blog/authors/davoud-tu","/pt-br/the-source/ai","/fr-fr/blog/authors/alex-fracazo","/pt-br/the-source/security","/fr-fr/blog/authors/ben-ridley","/fr-fr/blog/authors/chloe-cartron","/fr-fr/blog/authors/fatima-sarah-khalid","/fr-fr/blog/authors/hakeem-abdul-razak","/fr-fr/blog/authors/madeline-lake","/de-de/blog/authors/radovan-bacovic","/fr-fr/blog/authors/paul-meresanu","/fr-fr/blog/authors/melissa-ushakov","/de-de/blog/authors/sam-morris","/de-de/blog/authors/suri-patel","/fr-fr/blog/authors/toon-claes","/fr-fr/blog/authors/salahddine-aberkan","/de-de/blog/authors/torsten-linz","/fr-fr/blog/authors/jessica-hurwitz","/ja-jp/blog/authors/alana-bellucci","/ja-jp/blog/authors/benjamin-skierlak","/de-de/blog/authors/michael-henriksen","/ja-jp/blog/authors/christian-couder","/fr-fr/blog/authors/stan-hu","/ja-jp/blog/authors/diana-logan","/ja-jp/blog/authors/gitlab","/ja-jp/blog/authors/julie-griffin","/ja-jp/blog/authors/michael-friedrich","/ja-jp/blog/authors/ricardo-amarilla-villalba","/ja-jp/blog/authors/sharon-gaudin","/ja-jp/blog/authors/tsukasa-komatsubara","/pt-br/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/pt-br/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/the-source/ai/page/3","/the-source/ai/page/2","/the-source/ai/page/4","/the-source/ai/page/5","/the-source/ai/page/6","/pt-br/the-source/ai/page/2","/pt-br/the-source/ai/page/3","/the-source/ai/page/7","/pt-br/the-source/security/page/2"]}