{"id":"fa4b4e35-67e1-4a39-8600-3f18b705faf7","timestamp":1762754630668,"matcher":{"static":{},"wildcard":{},"dynamic":{}},"prerendered":["/de-de/blog/archive","/de-de/blog/software-innovation-study-germany","/de-de/blog/best-practices-to-set-up-organizational-hierarchies-that-scale","/de-de/blog/custom-rules-duo-agentic-chat-deep-dive","/de-de/blog/enhance-application-quality-with-ai-powered-test-generation","/de-de/blog/developing-gitlab-duo-how-we-are-dogfooding-our-ai-features","/de-de/blog/gitlab-18-5-intelligence-that-moves-software-development-forward","/de-de/blog/getting-started-with-gitlab-how-to-import-your-projects-to-gitlab","/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/how-gitlab-empowers-translators-with-more-context","/de-de/blog/gitlab-uncovers-bittensor-theft-campaign-via-pypi","/de-de/blog/how-to-use-gitlabs-custom-compliance-frameworks-in-your-devsecops","/de-de/blog/inside-gitlabs-healthy-backlog-initiative","/de-de/blog/learn-advanced-rust-programming-with-a-little-help-from-ai-code-suggestions","/de-de/blog/prepare-now-docker-hub-rate-limits-will-impact-gitlab-ci-cd","/de-de/blog/unveiling-a-new-epic-experience-for-improved-agile-planning","/de-de/blog/a-beginners-guide-to-the-git-reftable-format","/de-de/blog/what-is-a-large-language-model-llm","/de-de/blog/the-ultimate-guide-to-sboms","/de-de/blog/what-is-kanban","/de-de/blog/whats-new-in-git-2-48-0","/de-de/search","/de-de/get-help","/de-de/company/preference-center","/de-de/solutions/jenkins","/de-de/customers/mckenzie-intelligence-services","/de-de/customers/cern","/de-de/customers/glympse","/de-de/pricing/faq-improved-billing-and-subscription-management","/de-de/solutions/devops-platform","/de-de/stages-devops-lifecycle/monitor","/de-de/developer-experience","/de-de/solutions/platform-engineering","/de-de/pricing/premium/why-upgrade","/de-de/partners/technology-partners/aws","/de-de/ebook-ultimate-guide-ci-cd","/de-de/gitlab-duo/duo-amazon-q","/de-de/solutions/telecommunications","/de-de/solutions/application-security-testing","/de-de/topics/ops","/de-de/topics/agentic-ai","/de-de/topics/devops/use-devops-platform-to-avoid-devops-tax","/de-de/topics/ci-cd/shift-left-devops","/de-de/topics/gitops/gitops-best-practices","/de-de/topics/devsecops/devsecops-security-checklist","/de-de/topics/devops/devops-beginner-resources","/de-de/topics/ci-cd/continuous-integration-agile","/de-de/update","/de-de/topics/version-control/what-are-best-code-review-tools-features","/de-de/the-source/authors/sandra-gittlen","/de-de/the-source/authors/joel-krooswyk","/de-de/the-source/authors/andrew-haschka","/de-de/the-source/authors/emilio-salvador","/de-de/the-source/platform/from-toolchain-chaos-to-business-roi-a-5-step-roadmap","/de-de/the-source/ai/how-ai-helps-devsecops-teams-improve-productivity","/de-de/the-source/security/how-gitlab-can-help-you-prepare-for-your-soc-2-exam","/de-de/the-source/ai/4-ways-ai-can-help-devops-teams-improve-security","/blog/1-mil-merge-requests","/blog/announcing-gitlab-and-mesosphere","/blog/3-gitlab-features-to-level-up-devsecops-workflows","/blog/5-code-review-features","/blog/a-benchmarking-framework-for-sast","/blog/5-ways-collaboration-boosts-productivity-and-your-career","/blog/a-special-farewell-from-gitlab-dmitriy-zaporozhets","/blog/2018-global-developer-report","/blog/advice-for-women-seeking-careers-in-tech","/blog/accelerate-learning-with-gitlab-duo-agent-platform","/blog/action-weve-taken-in-response-to-potential-okta-breach","/blog/a-go-micro-language-framework-for-building-dsls","/blog/7-reasons-why-you-should-be-using-ci","/blog/american-fuzzy-lop-on-gitlab","/blog/agile-planning-with-a-devops-platform","/blog/align-business-strategy-and-app-delivery","/blog/application-modernization-examples","/blog/atlassian-ending-data-center-as-gitlab-maintains-deployment-choice","/blog/ask-a-hacker-a-conversation-with-ahacker1","/blog/authors/christie-lenneville","/blog/authors/beatriz-barbosa","/blog/authors/chris-sterry-dotscience","/blog/authors/clement-ho","/blog/authors/carl-myers","/blog/authors/achilleas-pipinellis","/blog/authors/alex-martin","/blog/authors/andrew-chilton","/blog/authors/amanda-folson","/blog/authors/andy-rogers","/blog/authors/brian-rhea","/blog/authors/atlassian-bitbucket-github-gitlab","/blog/authors/betsy-church","/blog/authors/brandon-jung","/blog/authors/aricka-flowers","/blog/authors/charvi-mendiratta","/blog/authors/craig-gomes","/blog/authors/daniel-hauenstein","/blog/authors/davoud-tu","/blog/authors/dave-steer","/blog/authors/emily-kyle","/blog/authors/dominic-couture","/blog/authors/eduardo-bonet","/blog/authors/erica-huang","/blog/authors/diana-logan","/blog/authors/fabio-busatto","/blog/authors/george-kichukov","/blog/authors/forrest-brazeal","/blog/authors/ethan-strike","/blog/authors/gitlab-security-team","/blog/authors/greg-alfaro","/blog/authors/gustaw-fit-of-zoopla","/blog/authors/haydn-mackay","/blog/authors/huldra","/blog/authors/isaac-dawson","/blog/authors/jackie-meshell","/blog/authors/james-dang","/blog/authors/jannik-lehmann","/blog/authors/jayson-salazar","/blog/authors/jeremy-cooper","/blog/authors/jim-thavisouk","/blog/authors/john-skarbek","/blog/authors/johanna-ambrosio","/blog/authors/jose-finotto","/blog/authors/joshua-lambert","/blog/authors/julien-andrieux","/blog/authors/karthik-nayak","/blog/authors/kevin-chu","/blog/authors/kushal-koolwal","/blog/authors/laura-montemayor","/blog/authors/levente-polyak","/blog/authors/madeline-lake","/blog/authors/marcel-van-remmerden","/blog/authors/mark-fletcher","/blog/authors/matthew-macfarlane","/blog/authors/matt-baldwin","/blog/authors/michael-karampalas","/blog/authors/meghan-maneval","/blog/authors/mike-gerwitz","/blog/authors/neha-khalwadekar","/blog/authors/nicole-schwartz","/blog/authors/nuritzi-sanchez","/blog/authors/ottilia-westerlund","/blog/authors/patty-cheung","/blog/authors/pedro-moreira-da-silva","/blog/authors/renato-stanic","/blog/authors/plapadoo","/blog/authors/raimund-hook","/blog/authors/robin-schulman","/blog/authors/samer-akkoub","/blog/authors/ruby-nealon","/blog/authors/sam-beckham","/blog/authors/sasha-gazlay","/blog/authors/sarah-german","/blog/authors/sebastian-latacz","/blog/authors/shrishti-choudhary","/blog/authors/stephan-hochdrfer","/blog/authors/steve-truong","/blog/authors/tim-lehnen","/blog/authors/taurie-davis","/blog/authors/tomasz-maczukin","/blog/authors/tyler-williams","/blog/authors/vlad-stoianovici","/blog/authors/victor-hernandez","/blog/automate-to-accelerate-webcast-recap","/blog/authors/yorick-peterse","/blog/automating-with-gitlab-duo-part-1-generating-tests","/blog/aws-reinvent-recap","/blog/avoiding-devops-tax-webcast","/blog/benefits-of-corporate-shadow-programs","/blog/beautifying-our-ui","/blog/best-practices-to-keep-secrets-out-of-gitlab-repositories","/blog/bitbucket-vs-gitlab-com","/blog/building-a-new-gitlab-docs-site-with-nanoc-gitlab-ci-and-gitlab-pages","/blog/bugs-bounties-and-cherry-browns","/blog/building-gitlab-with-gitlab-api-fuzzing-workflow","/blog/business-impact-ci-cd","/blog/ci-cd-changing-roles","/blog/cd-automated-integrated","/blog/ci-minutes-for-free-users","/blog/cloud-native-demo","/blog/codepen-welcome-to-gitlab","/blog/changes-to-the-preclonescript","/blog/ceo-shadow-takeaways-from-barker","/blog/combine-gitlab-webhooks-and-twilio-for-sms-alerts-on-devsecops-platform","/blog/compliance-management","/blog/conducting-remote-ux-research","/blog/container-security-in-gitlab","/blog/contributor-post-jacopo","/blog/contribute-through-the-eyes-of-a-new-gitlabber","/blog/craftsman-looks-at-continuous-integration","/blog/cross-project-pipeline","/blog/customer-story-charge-communications","/blog/delayed-replication-for-disaster-recovery-with-postgresql","/blog/designing-for-the-modern-developer-recap","/blog/developer-security-divide","/blog/devops-is-at-the-center-of-gitlab","/blog/developing-gitlab-duo-how-we-validate-and-test-ai-models-at-scale","/blog/day-in-the-life-remote-worker","/blog/deploy-a-server-using-go-with-gitlab-google-cloud","/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/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/enables-rapid-innovation","/blog/enhance-data-security-with-custom-pii-detection-rulesets","/blog/epics-three-features-accelerate-your-workflow","/blog/expanding-guest-capabilities-in-gitlab-ultimate","/blog/fast-search-using-postgresql-trigram","/blog/feature-highlight-wip","/blog/feature-highlight-ldap-sync","/blog/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them","/blog/five-things-we-learned-from-you-in-recent-ux-research","/blog/five-devops-platform-benefits-that-inspire-gitlab-users","/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/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-and-the-three-ways-of-devops","/blog/gitlab-and-accenture-announce-global-reseller-agreement","/blog/git-resources-for-visual-learners","/blog/gitlab-at-does-2016","/blog/gitlab-chat-ai","/blog/gitlab-cloud-becomes-gitlab-com","/blog/gitlab-community-forks","/blog/gitlab-com-paid-features","/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-hackerone-bug-bounty-program-is-public-today","/blog/gitlab-flow-screencast","/blog/gitlab-importers","/blog/gitlab-gdk-remote-development","/blog/gitlab-introduces-new-cis-benchmark-for-improved-security","/blog/gitlab-is-open-core-github-is-closed-source","/blog/gitlab-issue-bash-march-2018","/blog/gitlab-journey-to-cicd","/blog/gitlab-live-event-recap","/blog/gitlab-named-visionary-in-gartner-agile-planning-magic-quadrant","/blog/gitlab-mexico-summit-2017","/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-summit-greece-recap","/blog/gitlab-switches-to-dco-license","/blog/gitlab-security-twenty-twenty-one","/blog/gitlab-together-with-terratag-open-source-to-help-you-manage-terraform-resources","/blog/gitlab-ultimate-early-adopter-program","/blog/gitlab-value-stream-analytics","/blog/gitlab-without-gitolite","/blog/gitlabs-contributions-to-git-2-44-0","/blog/gitpitch-slideshow-presentations-for-developers-on-gitlab","/blog/gitops-next-big-thing-automation","/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/hosted-runners-for-gitlab-dedicated-available-in-beta","/blog/how-enterprise-dev-teams-use-gitlab-mattermost-chatops","/blog/how-being-public-by-default-in-security-builds-trust","/blog/how-gitlab-duo-helps-secure-and-thoroughly-test-ai-generated-code","/blog/how-gitlab-pages-uses-the-gitlab-api","/blog/how-gitlab-uses-unicorn-and-unicorn-worker-killer","/blog/how-indeed-transformed-its-ci-platform-with-gitlab","/blog/how-to-ask-smarter-devops-questions","/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-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-get-gitops-right-with-iac-security","/blog/how-to-keep-remote-teams-engaged","/blog/how-to-provision-reviewops","/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-to-migrate-gitlab-groups-and-projects-more-efficiently","/blog/how-to-strengthen-agile-teams-with-tuckmans-model","/blog/how-we-automatically-fixed-hundreds-of-ruby-2-7-deprecation-warnings","/blog/how-we-release-software-patches","/blog/how-we-diagnosed-and-resolved-redis-latency-spikes","/blog/how-we-supercharged-gitlab-ci-statuses-with-websockets","/blog/how-we-utilize-user-stories-as-a-collaborative-design-tool","/blog/how-zoopla-uses-dora-metrics-and-your-team-can-too","/blog/imposter-syndrome-and-remote-work","/blog/improving-oauth-ropc-security-on-gitlab-com","/blog/inside-dora-performers-score-in-gitlab-value-streams-dashboard","/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/ios-publishing-with-gitlab-and-fastlane","/blog/introducing-the-gitlab-cli","/blog/introducing-our-statement-of-support","/blog/iterating-on-sso","/blog/jira-importer-research","/blog/journey-through-gits-20-year-history","/blog/keeping-your-account-safe","/blog/koding-and-gitlab-integrated","/blog/kubernetes-kubecon-barcelona","/blog/learn-gitlab-devops-version-control","/blog/learning-rust-with-a-little-help-from-ai-code-suggestions-getting-started","/blog/let-s-talk-swag","/blog/managing-your-snowflake-spend-with-periscope-and-dbt","/blog/making-builds-faster-autoscaling-runners","/blog/manage-conversation-staying-agile","/blog/lockheed-martin-aws-gitlab","/blog/meet-gitlab-duo-workflow-the-future-of-ai-driven-development","/blog/mastering-gitlab-admin-tasks-with-gitlab-duo-chat","/blog/merge-request-changes-summary-ai","/blog/migrating-your-version-control-to-git","/blog/migrate-from-jenkins-update","/blog/mobile-devops-with-gitlab-part-3-code-signing-for-ios-with-gitlab-and-fastlane","/blog/monitor-web-attack-surface-with-gitlab","/blog/moving-from-ops-to-infrastructure","/blog/multi-cloud-security","/blog/netlify-launches-gitlab-support","/blog/new-machine-types-for-gitlab-saas-runners","/blog/next-generation-container-registry","/blog/one-devops-platform-can-help-you-achieve-devsecops","/blog/observability","/blog/optimizing-the-value-exchange-a-gentle-introduction","/blog/open-source-security","/blog/our-secret-to-tackling-thousands-of-open-issues","/blog/pair-gitlab-and-the-good-docs-project-template-to-improve-release-notes","/blog/path-to-decomposing-gitlab-database-part2","/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/reduce-the-load-on-gitlab-gitaly-with-bundle-uri","/blog/recruiting-tactics-and-strategies-to-build-a-more-diverse-team","/blog/remote-enables-innovation","/blog/release-early-release-often","/blog/removing-mysql-support","/blog/rise-of-protestware","/blog/secure-compliant-and-ai-powered-get-to-know-3-new-gitlab-features","/blog/scaling-our-use-of-sidekiq","/blog/secure-rust-development-with-gitlab","/blog/security-culture-devsecops","/blog/security-trends-in-gitlab-hosted-projects","/blog/preview","/blog/set-up-flux-for-gitops-on-openshift","/blog/simplify-your-cloud-account-management-for-kubernetes-access","/blog/shared-runners","/blog/soc2-compliance","/blog/solving-gitlabs-changelog-conflict-crisis","/blog/speed-up-code-reviews-let-ai-handle-the-feedback-implementation","/blog/stack-overflow-support-network","/blog/starting-from-the-start-slippers-design-system","/blog/streamline-enterprise-artifact-management-with-gitlab","/blog/supercharge-your-git-workflows","/blog/synchronous-collaboration-as-a-remote-designer-at-gitlab","/blog/tech-debt","/blog/the-best-of-gitlabs-devops-platform-2021","/blog/the-contributions-we-made-to-the-git-2-43-release","/blog/the-on-call-handover-at-gitlab","/blog/the-gitlab-handbook-by-numbers","/blog/the-top-skills-you-need-to-get-your-devops-dream-job","/blog/three-faces-of-user-calls","/blog/the-ultimate-guide-to-token-management-at-gitlab","/blog/three-yaml-tips-better-pipelines","/blog/too-many-toolchains-a-devops-platform-migration-is-the-answer","/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/tutorial-advanced-use-case-for-gitlab-pipeline-execution-policies","/blog/tutorial-securing-your-gitlab-pages-with-tls-and-letsencrypt","/blog/ubs-gitlab-devops-platform","/blog/unifylogsmetrics","/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-omnibus-gitlab-to-ship-gitlab","/blog/vcc-with-a-single-app","/blog/using-ansible-and-gitlab-as-infrastructure-for-code","/blog/ways-to-encourage-collaboration","/blog/video-tutorial-idea-to-production-on-google-container-engine-gke","/blog/vulnerability-risk-prioritization-made-simple-with-gitlab","/blog/welcome-kde","/blog/what-founders-ask-founders-about-getting-into-yc","/blog/what-is-yaml","/blog/what-the-ml-ai","/blog/what-you-need-to-know-about-devops-audits","/blog/whats-next-for-devsecops","/blog/why-2022-was-a-record-breaking-year-in-bug-bounty-awards","/blog/why-code-is-released-too-early","/blog/why-financial-services-choose-single-tenant-saas","/blog/why-now-is-the-time-for-embedded-devsecops","/blog/why-we-chose-echarts","/blog/why-hackerone-gets-love-letters-from-developers","/blog/why-were-replacing-gitlab-ci-jobs-with-gitlab-ci-dot-yml","/blog/working-at-gitlab-affects-my-life","/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","/compliance/hipaa-compliance","/customers/bi-worldwide","/customers/ally","/customers/conversica","/customers/drupalassociation","/customers/fujitsu","/customers/knowbe4","/customers/hotjar","/customers/nvidia","/customers/siemens","/customers/the-last-mile","/customers/veepee","/partners/channel-partners","/press/releases/2020-05-19-gitlab-ramps-up-sea-market-drive","/press/releases/2017-01-19-rollbar-press-release","/press/releases/2019-09-17-gitlab-on-vmware-cloud-marketplace","/press/releases/2018-08-09-gitlab-recognized-as-strong-performer-in-vsm-report","/press/releases/2019-07-01-gitlab-appoints-new-board-members","/press/releases/2020-03-10-remote-work-report-future-of-work-is-remote","/press/releases/2017-10-09-gitlab-raises-c-round","/ebook-beginners-guide-secure-software/variant","/press/releases/2020-10-05-gitlab-welcomes-brian-robins-as-chief-financial-officer","/community/newsletter","/press/releases/2021-03-23-gitlab-virtual-commit-2021-cfp-now-open","/free-trial","/press/releases/2021-06-16-gitlab-expands-partner-program-new-technology-integrations-services-program","/press/releases/2021-10-04-gitlab-announces-launch-of-initial-public-offering","/press/releases/2022-03-14-gitlab-reports-fourth-quarter-and-full-year-fiscal-2022-financial-results","/press/releases/2022-08-15-gitlab-to-announce-second-quarter-fiscal-2023-financial-results","/press/releases/2022-11-22-gitlab-ceo-and-cofounder-sid-sijbrandij-to-present-at-gitlab-connect-japan-2022","/press/releases/2023-03-13-gitlab-reports-fourth-quarter-and-full-year-2023-financial-results","/get-started/small-business","/press/releases/2023-06-06-gitlab-recognized-as-the-only-leader-in-integrated-software-delivery-platforms-report","/press/releases/2023-09-05-devsecops-report-state-of-ai-in-software-development","/press/releases/2024-01-18-gitlab-appoints-sabrina-farmer-as-chief-technology-officer","/press/releases/2024-05-15-gitlab-announces-secure-ai-driven-capabilities-to-streamline-software-development","/press/releases/2024-08-28-gitlab-chief-financial-officer-to-present-at-piper-sandler-growth-frontiers-conference","/press/releases/2025-04-08-gitlab-wins-a-google-cloud-technology-partner-of-the-year-award-for-devops","/press/releases/2025-07-29-gitlab-c-suite-survey","/press/releases/2025-09-26-gitlab-recognized-as-a-leader-in-the-gartner-magic-quadrant-for-devops-platforms","/pricing/licensing-faq","/pricing/faq-compute-minutes","/privacy","/stages-devops-lifecycle/govern","/support/customer-satisfaction","/solutions/public-sector/fedramp","/support/providing-large-files","/events/epic-conference","/solutions/kubernetes","/developer-survey/2024/ai","/solutions/startups","/software-innovation-report/japan","/security","/solutions/continuous-integration","/platform","/","/solutions/gitlab-duo-pro/sales","/the-source/authors/jessie-young","/the-source/authors/emilio-salvador","/the-source/authors/bob-stevens","/the-source/authors/ncregan","/topics/agile-delivery","/topics/ci-cd/continuous-integration-best-practices","/topics/cloud-native","/topics/devops/value-stream-mapping","/topics/devops/devops-test-automation","/topics/devsecops","/topics/gitops/gitops-gitlab-collaboration","/topics/ops","/the-source/security/whitepaper-taking-the-complexity-out-of-compliance-frameworks","/the-source","/the-source/platform","/topics/version-control/what-are-best-code-review-tools-features","/update","/es/developer-experience","/es/customers/goldman-sachs","/es/customers/connect-i","/the-source/platform/driving-business-results-with-platform-engineering","/the-source/platform/transform-your-platform-onboarding-for-higher-adoption-rates","/es/customers/moneyfarm","/the-source/security/10-tips-to-prioritize-security-in-software-development","/the-source/security/federal-cybersecurity-in-2025-looking-ahead","/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/ai/three-challenges-impacting-your-teams-ai-productivity-gains","/the-source/ai/4-steps-for-measuring-the-impact-of-ai","/the-source/ai/velocity-with-guardrails-ai-automation","/es/contact-sales","/es/free-trial","/es/security","/es/pricing/faq-compute-minutes","/es/solutions/jira","/es/stages-devops-lifecycle/package","/es/solutions/automotive","/es/getting-started-videos","/es/topics/agile-delivery/agile-methodology","/es/solutions/education","/es/partners","/es/pricing/premium","/es/topics/ci-cd/continuous-integration-best-practices","/es/topics/cloud-native","/es/solutions/public-sector","/es/topics/devops/value-stream-mapping","/es/topics/devsecops","/es/topics/devops/devops-test-automation","/es/solutions/value-stream-management/dora","/the-source/security","/es/topics/gitops/gitops-gitlab-collaboration","/es/topics/serverless","/es/topics/version-control/what-are-gitlab-flow-best-practices","/es/the-source/authors/ayoub-fandi","/es/the-source/authors/erika-feldman","/es/the-source/authors/josh-lemos","/es/the-source/authors/sharon-gaudin","/es/value-stream-workshop","/es/the-source/ai/5-ways-execs-can-support-their-devops-teams-with-ai","/es/the-source/platform/high-performing-development-teams-your-business-advantage","/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/blog/prepare-now-docker-hub-rate-limits-will-impact-gitlab-ci-cd","/fr-fr/blog/4-must-know-devops-principles","/fr-fr/blog/getting-started-with-gitlab-mastering-project-management","/fr-fr/blog/gitlab-named-a-leader-in-the-2025-gartner-magic-quadrant-for-ai-code-assistants","/fr-fr/blog/how-gitlab-transforms-embedded-systems-testing-cycles","/fr-fr/blog/gitlab-achieves-iso-iec-42001-certification-for-ai-governance","/fr-fr/blog/gitlab-duo-self-hosted-models-on-aws-bedrock","/fr-fr/blog/how-to-use-gitlabs-custom-compliance-frameworks-in-your-devsecops","/fr-fr/blog/greater-ai-choice-in-gitlab-duo-claude-sonnet-4-5-arrives","/fr-fr/blog/introducing-the-source-insights-for-the-future-of-software-development","/fr-fr/blog/basics-of-gitlab-ci-updated","/fr-fr/blog/ai-native-gitlab-premium-transform-higher-education-software-development","/fr-fr/blog/large-language-model","/fr-fr/blog/ci-deployment-and-environments","/fr-fr/blog/exact-code-search-find-code-faster-across-repositories","/fr-fr/blog/developing-gitlab-duo-use-ai-to-remediate-security-vulnerabilities","/fr-fr/blog/southwest-looking-to-help-developers-take-flight","/fr-fr/blog/the-ultimate-guide-to-token-management-at-gitlab","/fr-fr/contact-sales","/fr-fr/blog/what-is-rest-api","/fr-fr/blog/unlocking-agile-excellence-gitlab-epics-for-seamless-portfolio-management","/fr-fr/blog/what-is-a-hackathon","/fr-fr/developer-experience","/fr-fr/blog/whats-new-in-git-2-49-0","/fr-fr/ebook-ultimate-guide-ci-cd","/fr-fr/get-help","/fr-fr/customers/connect-i","/fr-fr/customers/nebulaworks","/fr-fr/customers/hackerone","/fr-fr/gitlab-duo/duo-amazon-q","/fr-fr/pricing/faq-improved-billing-and-subscription-management","/fr-fr/partners/technology-partners/aws","/fr-fr/search","/fr-fr/pricing/premium/why-upgrade","/fr-fr/solutions/devops-platform","/fr-fr/solutions/application-security-testing","/fr-fr/solutions/jenkins","/fr-fr/stages-devops-lifecycle/monitor","/fr-fr/solutions/telecommunications","/fr-fr/solutions/platform-engineering","/fr-fr/topics/devsecops","/fr-fr/topics/agile-delivery/agile-methodology","/fr-fr/topics/serverless","/fr-fr/topics/devops/devops-test-automation","/fr-fr/topics/cloud-native","/fr-fr/topics/ci-cd/continuous-integration-best-practices","/fr-fr/topics/gitops/gitops-gitlab-collaboration","/fr-fr/topics/devops/value-stream-mapping","/fr-fr/value-stream-workshop","/fr-fr/topics/version-control/what-are-gitlab-flow-best-practices","/it-it/get-help","/it-it/customers/airwallex","/it-it/gitlab-duo/duo-amazon-q","/it-it/customers/cube","/it-it/customers/nvidia","/it-it/customers/hilti","/it-it/pricing/faq-jihu","/it-it/solutions/compliance","/it-it/solutions/finance","/it-it/solutions/nonprofit","/it-it/partners/technology-partners/google-cloud-platform","/fr-fr/the-source/authors/josh-lemos","/fr-fr/the-source/authors/ayoub-fandi","/fr-fr/the-source/authors/sharon-gaudin","/fr-fr/the-source/authors/erika-feldman","/it-it/stages-devops-lifecycle/release","/it-it/pricing/premium-promo","/it-it/small-business","/fr-fr/the-source/security/how-to-implement-secret-management-best-practices-with-gitlab","/it-it/solutions/software-compliance","/it-it/topics/agile-delivery","/it-it/topics/ci-cd/continuous-integration-metrics","/it-it/topics/devops/how-and-why-to-create-devops-platform-team","/it-it/topics/devops/ai-code-generation-guide","/it-it/topics/devops/what-is-a-devops-platform-engineer","/it-it/solutions/visibility-measurement","/it-it/topics/devsecops/three-steps-to-better-devsecops","/it-it/topics/gitops/gitops-workflow","/fr-fr/the-source/ai/4-ways-ai-can-help-devops-teams-improve-security","/fr-fr/the-source/ai/how-the-insurance-industrys-data-rich-ecosystem-powers-ai-success","/fr-fr/the-source/platform/high-performing-development-teams-your-business-advantage","/it-it/topics/version-control/what-is-code-review","/it-it/topics/version-control/benefits-distributed-version-control-system","/it-it/the-source/authors/kristina-weis","/it-it/the-source/authors/bryan-ross","/it-it/the-source/authors/taylor-mccaslin","/it-it/the-source/authors/gitlab","/it-it/the-source/ai","/ja-jp/ai-transparency-center","/it-it/the-source/security","/it-it/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale","/it-it/the-source/platform/optimize-value-stream-efficiency-to-do-more-with-less-faster","/it-it/diversity-inclusion-belonging","/ja-jp/blog/archive","/ja-jp/blog/event-report-devopsdive2025","/ja-jp/blog/gitlab-17-4-released","/ja-jp/blog/gitlab-18-02-release","/ja-jp/blog/monday-merge-2025-june-9","/ja-jp/blog/data-driven-devsecops-exploring-gitlab-insights-dashboards","/ja-jp/blog/getting-started-with-gitlab-working-with-ci-cd-variables","/ja-jp/blog/developing-gitlab-duo-how-we-are-dogfooding-our-ai-features","/ja-jp/blog/partner-sbcands","/ja-jp/blog/gitlab-and-accenture-announce-global-reseller-agreement","/ja-jp/blog/fast-and-secure-ai-agent-deployment-to-google-cloud-with-gitlab","/ja-jp/blog/gitlab-duo-with-amazon-q-devsecops-meets-agentic-ai","/ja-jp/blog/how-gitlab-duo-agent-platform-transforms-dataops","/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/basics-of-gitlab-ci-updated","/ja-jp/blog/keeping-git-commit-history-clean","/ja-jp/blog/speed-up-code-reviews-let-ai-handle-the-feedback-implementation","/ja-jp/blog/tutorial-migrate-from-google-cloud-source-repositories-to-gitlab","/ja-jp/blog/what-is-gantt-chart","/ja-jp/blog/we-need-to-talk-no-proxy","/ja-jp/blog/what-is-roadmap","/ja-jp/blog/whats-new-in-git-2-46-0","/ja-jp/customers/remote","/ja-jp/company/preference-center","/ja-jp/customers/carfax","/ja-jp/customers/dunelm","/ja-jp/get-started/enterprise","/ja-jp/small-business","/ja-jp/privacy","/ja-jp/pricing/feature-comparison","/ja-jp/solutions/slack","/ja-jp/solutions/kubernetes","/ja-jp/solutions/education/join","/ja-jp/stages-devops-lifecycle/plan","/ja-jp/solutions/value-stream-management","/ja-jp/topics/agile-delivery/agile-ppm","/ja-jp/install","/ja-jp/topics/ci-cd/continuous-integration-continuous-delivery-work-together","/ja-jp/topics/continuous-delivery","/ja-jp/faster-together","/ja-jp/topics/devops/devops-tools-explained","/ja-jp/developer-survey","/ja-jp/topics/devops/what-is-a-devops-engineer","/ja-jp/topics/devsecops/sast-vs-dast","/ja-jp/topics/gitops/gitops-multicloud-deployments-gitlab","/ja-jp/topics/single-application","/ja-jp/topics/version-control/what-is-centralized-version-control-system","/ja-jp/partners/technology-partners","/pt-br/customers/deutsche-telekom","/ja-jp/the-source/authors/brian-wald","/ja-jp/the-source/authors/julie-griffin","/pt-br/customers/ally","/ja-jp/the-source/authors/stephen-walters","/pt-br/customers/remote","/ja-jp/the-source/authors/george-kichukov","/ja-jp/why-gitlab","/pt-br/get-started/build-business-case","/pt-br/pricing/faq-new-product-subscription-tiers","/pt-br/solutions/continuous-integration","/pt-br/partners/technology-partners/hashicorp","/pt-br/solutions/github","/ja-jp/the-source/platform","/ja-jp/solutions/code-suggestions","/pt-br/software-faster","/pt-br/solutions/nonprofit/join","/pt-br/solutions/source-code-management","/pt-br/stages-devops-lifecycle/configure","/pt-br/stages-devops-lifecycle/secure","/pt-br/eighteen","/pt-br/customers","/ja-jp/customers","/pt-br/pricing/ultimate","/ja-jp/the-source/ai/6-strategies-to-help-developers-accelerate-ai-adoption","/pt-br/topics/ci-cd/continuous-integration-server","/ja-jp/the-source/ai/how-to-put-generative-ai-to-work-in-your-devsecops-environment","/ja-jp/the-source/security/how-to-strengthen-security-by-applying-devsecops-principles","/pt-br/topics/ci-cd/benefits-continuous-integration","/pt-br/topics/devops/ai-enhanced-security","/pt-br/topics/devops/what-is-a-site-reliability-engineer","/pt-br/topics/devops","/pt-br/topics/gitops","/pt-br/topics/devsecops/what-is-developer-first-security","/pt-br/topics/version-control/how-implement-version-control","/pt-br/topics/version-control/what-is-git-version-control","/pt-br/gitlab-duo","/de-de/blog/authors/abubakar-siddiq-ango","/de-de/blog/authors/bart-zhang","/de-de/blog/authors/cesar-saavedra","/de-de/blog/authors/david-desanto-chief-product-officer-gitlab","/de-de/blog/authors/fatima-sarah-khalid","/de-de/blog/authors/hakeem-abdul-razak","/de-de/blog/authors/julia-miocene","/pt-br/the-source/authors/lee-faus","/pt-br/the-source/authors/chandler-gibbons","/pt-br/the-source/authors/grant-hickman","/de-de/blog/authors/mark-pundsack","/fr-fr/blog/authors/benjamin-skierlak","/fr-fr/blog/authors/allie-holland","/fr-fr/blog/authors/christian-couder","/fr-fr/blog/authors/dennis-van-rooijen","/fr-fr/blog/authors/fernando-diaz","/de-de/blog/authors/mike-flouton","/de-de/blog/authors/rebeca-fenoy-anthony","/fr-fr/blog/authors/himanshu-kapoor","/de-de/blog/authors/sam-wiskow","/de-de/blog/authors/susan-tacker","/fr-fr/blog/authors/magdalena-frankiewicz","/fr-fr/blog/authors/joseph-longo","/de-de/blog/authors/tsukasa-komatsubara","/fr-fr/blog/authors/michael-friedrich","/fr-fr/blog/authors/pini-wietchner","/fr-fr/blog/authors/salman-ladha","/fr-fr/blog/authors/suri-patel","/pt-br/the-source","/fr-fr/blog/authors/torsten-linz","/ja-jp/blog/authors/alex-fracazo","/ja-jp/blog/authors/mike-flouton","/ja-jp/blog/authors/emilio-salvador","/ja-jp/blog/authors/daniel-helfand","/ja-jp/blog/authors/haim-snir","/ja-jp/blog/authors/justin-tobler","/ja-jp/blog/authors/bill-staples","/ja-jp/blog/authors/tsukasa-komatsubara","/ja-jp/blog/authors/sharon-gaudin","/ja-jp/blog/authors/robin-schulman","/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","/de-de/blog/archive/page/2","/de-de/blog/archive/page/5","/de-de/blog/archive/page/3","/de-de/blog/archive/page/4","/the-source/authors/emilio-salvador/page/2","/the-source/platform/page/2","/the-source/platform/page/4","/the-source/platform/page/3","/the-source/platform/page/5","/the-source/security/page/4","/the-source/security/page/5","/the-source/security/page/2","/the-source/security/page/3","/it-it/the-source/ai/page/2","/it-it/the-source/ai/page/3","/it-it/the-source/security/page/2","/ja-jp/blog/archive/page/4","/ja-jp/blog/archive/page/2","/ja-jp/blog/archive/page/5","/ja-jp/blog/archive/page/3","/ja-jp/the-source/platform/page/2"]}