[{"data":1,"prerenderedAt":706},["ShallowReactive",2],{"/en-us/blog/why-continuous-fuzzing/":3,"navigation-en-us":36,"banner-en-us":453,"footer-en-us":468,"Yevgeny Pats":679,"next-steps-en-us":691},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"seo":8,"content":16,"config":26,"_id":29,"_type":30,"title":31,"_source":32,"_file":33,"_stem":34,"_extension":35},"/en-us/blog/why-continuous-fuzzing","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"Why (Continuous) Fuzzing","Learn what fuzzing is, what's so good at fuzzing code continuously and why to do it here!","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664102/Blog/Hero%20Images/gitlab-values-cover.png","https://about.gitlab.com/blog/why-continuous-fuzzing","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"Why (Continuous) Fuzzing\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Yevgeny Pats\"}],\n        \"datePublished\": \"2020-12-10\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":19,"body":20,"category":21,"tags":22},[18],"Yevgeny Pats","2020-12-10","\n\n{::options parse_block_html=\"true\" /}\n\n\n\n\nIn this post we will focus on why continuous fuzzing is needed and what are the challenges in implementing continuous fuzzing.\nPrevious posts/papers regarding why fuzzing in general is important as well as why it’s a good idea even to integrate\nit as part of the Go toolchain can be found [here](https://docs.google.com/document/d/1N-12_6YBPpF9o4_Zys_E_ZQndmD06wQVAM_0y9nZUIE) (written by Dmitry Vyukov and Romain Baugue – highly recommended, the link talks about go but concepts can be applied to other languages).\n\n## Fuzzing Quick Recap?\n\nEssentially fuzzing consist of two types of jobs:\n\n- Fuzzing – A job that can run infinitely. This job automatically generates interesting test-cases that cover more paths, as well as monitors for crashes and other memory related problems.\n- Regression – Run the fuzzer through a set of specific test-cases. Usually these were generated by the previously mentioned long running jobs. Regression jobs are generally very short.\n\n\n## Continuous Fuzzing Challenges\n\nThere are a few challenges/questions that arise from how to integrate fuzzing to the current CI.\nWe will walk through some of them as there are a lot of other open questions that really depends on the development workflow and the specific project.\n\n**Challenge 1 –  Long Running Jobs**: Fuzzing is a long-running (infinite) job unlike a CI that we try to keep as short as possible to provide fast feedback for commits/MRs.\n\n**Solution 1 – Async Jobs**: This where we need to spawn a different server or use a platform like GitLab to run the fuzzers [asynchronously](https://docs.gitlab.com/ee/user/application_security/coverage_fuzzing/#continuous-fuzzing-long-running-async-fuzzing-jobs).\nThe platform will notify the administrators, developers, or the relevant security people of any new vulnerabilities that the fuzzers find. In GitLab, these will be reported on our [Security Dashboard](https://docs.gitlab.com/ee/user/application_security/security_dashboard/). This could take days or months of running continuously.\n\n\n**Challenge 2 – Many Targets * Many Versions = Lots of time and money**: Which versions should should you fuzz? We need to decide wisely which versions to fuzz, as blindly fuzzing all possible versions in a project infinitely for many targets will cost a lot of money and compute resources.\n\n**Solution 2 – Master + Stable**: One approach that we saw popular with users is fuzzing the development branch (master) and release branch. The development branch is fuzzed continuously and the fuzzer is updated every time new code is pushed to master.\nThe updated fuzzers check the additional code but keeps the corpus from previous runs.\nThis way the fuzzers can essentially always continue from where they stopped and only work on the additional code.\nGitLab helps with managing the corpus and keeping it in minimised state.\n\n**Challenge 3 – Learning from old mistakes**: Once we setup continues fuzzing we aggregate very valuable test-cases and crashes that we fix along the way.\nWe would love to use all those precious test-cases to check every MR before it get’s merged.\n\n**Solution 3 – Regression Fuzz Tests**: For every MR just like unit-test we run the fuzzers through all the generated test-cases and the fixed crashes which is usually a very quick process which fits a classic CI.\nGitLab helps running the fuzzers with the aggregated corpus from previous job, fail the CI and alert the developer immediately via the security dashboard.\nShort regresion can also be combined with short fuzz tests runs that run inline with the CI to help find also new bugs in MRs.\n\n## Summary\n\nThis was a quick walkthrough of the some of the challenges of integrating continuous fuzzing to projects from our experience.\n\nCheck out our [full documentation](https://docs.gitlab.com/ee/user/application_security/coverage_fuzzing/) and the [example repositories](https://gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing)\nand try adding fuzz testing to your own repos!\n","unfiltered",[23,24,25],"inside GitLab","security","testing",{"slug":27,"featured":6,"template":28},"why-continuous-fuzzing","BlogPost","content:en-us:blog:why-continuous-fuzzing.yml","yaml","Why Continuous Fuzzing","content","en-us/blog/why-continuous-fuzzing.yml","en-us/blog/why-continuous-fuzzing","yml",{"_path":37,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"data":39,"_id":449,"_type":30,"title":450,"_source":32,"_file":451,"_stem":452,"_extension":35},"/shared/en-us/main-navigation","en-us",{"logo":40,"freeTrial":45,"sales":50,"login":55,"items":60,"search":390,"minimal":421,"duo":440},{"config":41},{"href":42,"dataGaName":43,"dataGaLocation":44},"/","gitlab logo","header",{"text":46,"config":47},"Get free trial",{"href":48,"dataGaName":49,"dataGaLocation":44},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":51,"config":52},"Talk to sales",{"href":53,"dataGaName":54,"dataGaLocation":44},"/sales/","sales",{"text":56,"config":57},"Sign in",{"href":58,"dataGaName":59,"dataGaLocation":44},"https://gitlab.com/users/sign_in/","sign in",[61,105,201,206,311,371],{"text":62,"config":63,"cards":65,"footer":88},"Platform",{"dataNavLevelOne":64},"platform",[66,72,80],{"title":62,"description":67,"link":68},"The most comprehensive AI-powered DevSecOps Platform",{"text":69,"config":70},"Explore our Platform",{"href":71,"dataGaName":64,"dataGaLocation":44},"/platform/",{"title":73,"description":74,"link":75},"GitLab Duo (AI)","Build software faster with AI at every stage of development",{"text":76,"config":77},"Meet GitLab Duo",{"href":78,"dataGaName":79,"dataGaLocation":44},"/gitlab-duo/","gitlab duo ai",{"title":81,"description":82,"link":83},"Why GitLab","10 reasons why Enterprises choose GitLab",{"text":84,"config":85},"Learn more",{"href":86,"dataGaName":87,"dataGaLocation":44},"/why-gitlab/","why gitlab",{"title":89,"items":90},"Get started with",[91,96,101],{"text":92,"config":93},"Platform Engineering",{"href":94,"dataGaName":95,"dataGaLocation":44},"/solutions/platform-engineering/","platform engineering",{"text":97,"config":98},"Developer Experience",{"href":99,"dataGaName":100,"dataGaLocation":44},"/developer-experience/","Developer experience",{"text":102,"config":103},"MLOps",{"href":104,"dataGaName":102,"dataGaLocation":44},"/topics/devops/the-role-of-ai-in-devops/",{"text":106,"left":107,"config":108,"link":110,"lists":114,"footer":183},"Product",true,{"dataNavLevelOne":109},"solutions",{"text":111,"config":112},"View all Solutions",{"href":113,"dataGaName":109,"dataGaLocation":44},"/solutions/",[115,140,162],{"title":116,"description":117,"link":118,"items":123},"Automation","CI/CD and automation to accelerate deployment",{"config":119},{"icon":120,"href":121,"dataGaName":122,"dataGaLocation":44},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[124,128,132,136],{"text":125,"config":126},"CI/CD",{"href":127,"dataGaLocation":44,"dataGaName":125},"/solutions/continuous-integration/",{"text":129,"config":130},"AI-Assisted Development",{"href":78,"dataGaLocation":44,"dataGaName":131},"AI assisted development",{"text":133,"config":134},"Source Code Management",{"href":135,"dataGaLocation":44,"dataGaName":133},"/solutions/source-code-management/",{"text":137,"config":138},"Automated Software Delivery",{"href":121,"dataGaLocation":44,"dataGaName":139},"Automated software delivery",{"title":141,"description":142,"link":143,"items":148},"Security","Deliver code faster without compromising security",{"config":144},{"href":145,"dataGaName":146,"dataGaLocation":44,"icon":147},"/solutions/security-compliance/","security and compliance","ShieldCheckLight",[149,152,157],{"text":150,"config":151},"Security & Compliance",{"href":145,"dataGaLocation":44,"dataGaName":150},{"text":153,"config":154},"Software Supply Chain Security",{"href":155,"dataGaLocation":44,"dataGaName":156},"/solutions/supply-chain/","Software supply chain security",{"text":158,"config":159},"Compliance & Governance",{"href":160,"dataGaLocation":44,"dataGaName":161},"/solutions/continuous-software-compliance/","Compliance and governance",{"title":163,"link":164,"items":169},"Measurement",{"config":165},{"icon":166,"href":167,"dataGaName":168,"dataGaLocation":44},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[170,174,178],{"text":171,"config":172},"Visibility & Measurement",{"href":167,"dataGaLocation":44,"dataGaName":173},"Visibility and Measurement",{"text":175,"config":176},"Value Stream Management",{"href":177,"dataGaLocation":44,"dataGaName":175},"/solutions/value-stream-management/",{"text":179,"config":180},"Analytics & Insights",{"href":181,"dataGaLocation":44,"dataGaName":182},"/solutions/analytics-and-insights/","Analytics and insights",{"title":184,"items":185},"GitLab for",[186,191,196],{"text":187,"config":188},"Enterprise",{"href":189,"dataGaLocation":44,"dataGaName":190},"/enterprise/","enterprise",{"text":192,"config":193},"Small Business",{"href":194,"dataGaLocation":44,"dataGaName":195},"/small-business/","small business",{"text":197,"config":198},"Public Sector",{"href":199,"dataGaLocation":44,"dataGaName":200},"/solutions/public-sector/","public sector",{"text":202,"config":203},"Pricing",{"href":204,"dataGaName":205,"dataGaLocation":44,"dataNavLevelOne":205},"/pricing/","pricing",{"text":207,"config":208,"link":210,"lists":214,"feature":298},"Resources",{"dataNavLevelOne":209},"resources",{"text":211,"config":212},"View all resources",{"href":213,"dataGaName":209,"dataGaLocation":44},"/resources/",[215,248,270],{"title":216,"items":217},"Getting started",[218,223,228,233,238,243],{"text":219,"config":220},"Install",{"href":221,"dataGaName":222,"dataGaLocation":44},"/install/","install",{"text":224,"config":225},"Quick start guides",{"href":226,"dataGaName":227,"dataGaLocation":44},"/get-started/","quick setup checklists",{"text":229,"config":230},"Learn",{"href":231,"dataGaLocation":44,"dataGaName":232},"https://university.gitlab.com/","learn",{"text":234,"config":235},"Product documentation",{"href":236,"dataGaName":237,"dataGaLocation":44},"https://docs.gitlab.com/","product documentation",{"text":239,"config":240},"Best practice videos",{"href":241,"dataGaName":242,"dataGaLocation":44},"/getting-started-videos/","best practice videos",{"text":244,"config":245},"Integrations",{"href":246,"dataGaName":247,"dataGaLocation":44},"/integrations/","integrations",{"title":249,"items":250},"Discover",[251,256,260,265],{"text":252,"config":253},"Customer success stories",{"href":254,"dataGaName":255,"dataGaLocation":44},"/customers/","customer success stories",{"text":257,"config":258},"Blog",{"href":259,"dataGaName":5,"dataGaLocation":44},"/blog/",{"text":261,"config":262},"Remote",{"href":263,"dataGaName":264,"dataGaLocation":44},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"text":266,"config":267},"TeamOps",{"href":268,"dataGaName":269,"dataGaLocation":44},"/teamops/","teamops",{"title":271,"items":272},"Connect",[273,278,283,288,293],{"text":274,"config":275},"GitLab Services",{"href":276,"dataGaName":277,"dataGaLocation":44},"/services/","services",{"text":279,"config":280},"Community",{"href":281,"dataGaName":282,"dataGaLocation":44},"/community/","community",{"text":284,"config":285},"Forum",{"href":286,"dataGaName":287,"dataGaLocation":44},"https://forum.gitlab.com/","forum",{"text":289,"config":290},"Events",{"href":291,"dataGaName":292,"dataGaLocation":44},"/events/","events",{"text":294,"config":295},"Partners",{"href":296,"dataGaName":297,"dataGaLocation":44},"/partners/","partners",{"backgroundColor":299,"textColor":300,"text":301,"image":302,"link":306},"#2f2a6b","#fff","Insights for the future of software development",{"altText":303,"config":304},"the source promo card",{"src":305},"/images/navigation/the-source-promo-card.svg",{"text":307,"config":308},"Read the latest",{"href":309,"dataGaName":310,"dataGaLocation":44},"/the-source/","the source",{"text":312,"config":313,"lists":315},"Company",{"dataNavLevelOne":314},"company",[316],{"items":317},[318,323,329,331,336,341,346,351,356,361,366],{"text":319,"config":320},"About",{"href":321,"dataGaName":322,"dataGaLocation":44},"/company/","about",{"text":324,"config":325,"footerGa":328},"Jobs",{"href":326,"dataGaName":327,"dataGaLocation":44},"/jobs/","jobs",{"dataGaName":327},{"text":289,"config":330},{"href":291,"dataGaName":292,"dataGaLocation":44},{"text":332,"config":333},"Leadership",{"href":334,"dataGaName":335,"dataGaLocation":44},"/company/team/e-group/","leadership",{"text":337,"config":338},"Team",{"href":339,"dataGaName":340,"dataGaLocation":44},"/company/team/","team",{"text":342,"config":343},"Handbook",{"href":344,"dataGaName":345,"dataGaLocation":44},"https://handbook.gitlab.com/","handbook",{"text":347,"config":348},"Investor relations",{"href":349,"dataGaName":350,"dataGaLocation":44},"https://ir.gitlab.com/","investor relations",{"text":352,"config":353},"Trust Center",{"href":354,"dataGaName":355,"dataGaLocation":44},"/security/","trust center",{"text":357,"config":358},"AI Transparency Center",{"href":359,"dataGaName":360,"dataGaLocation":44},"/ai-transparency-center/","ai transparency center",{"text":362,"config":363},"Newsletter",{"href":364,"dataGaName":365,"dataGaLocation":44},"/company/contact/","newsletter",{"text":367,"config":368},"Press",{"href":369,"dataGaName":370,"dataGaLocation":44},"/press/","press",{"text":372,"config":373,"lists":374},"Contact us",{"dataNavLevelOne":314},[375],{"items":376},[377,380,385],{"text":51,"config":378},{"href":53,"dataGaName":379,"dataGaLocation":44},"talk to sales",{"text":381,"config":382},"Get help",{"href":383,"dataGaName":384,"dataGaLocation":44},"/support/","get help",{"text":386,"config":387},"Customer portal",{"href":388,"dataGaName":389,"dataGaLocation":44},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":391,"login":392,"suggestions":399},"Close",{"text":393,"link":394},"To search repositories and projects, login to",{"text":395,"config":396},"gitlab.com",{"href":58,"dataGaName":397,"dataGaLocation":398},"search login","search",{"text":400,"default":401},"Suggestions",[402,404,408,410,414,418],{"text":73,"config":403},{"href":78,"dataGaName":73,"dataGaLocation":398},{"text":405,"config":406},"Code Suggestions (AI)",{"href":407,"dataGaName":405,"dataGaLocation":398},"/solutions/code-suggestions/",{"text":125,"config":409},{"href":127,"dataGaName":125,"dataGaLocation":398},{"text":411,"config":412},"GitLab on AWS",{"href":413,"dataGaName":411,"dataGaLocation":398},"/partners/technology-partners/aws/",{"text":415,"config":416},"GitLab on Google Cloud",{"href":417,"dataGaName":415,"dataGaLocation":398},"/partners/technology-partners/google-cloud-platform/",{"text":419,"config":420},"Why GitLab?",{"href":86,"dataGaName":419,"dataGaLocation":398},{"freeTrial":422,"mobileIcon":427,"desktopIcon":432,"secondaryButton":435},{"text":423,"config":424},"Start free trial",{"href":425,"dataGaName":49,"dataGaLocation":426},"https://gitlab.com/-/trials/new/","nav",{"altText":428,"config":429},"Gitlab Icon",{"src":430,"dataGaName":431,"dataGaLocation":426},"/images/brand/gitlab-logo-tanuki.svg","gitlab icon",{"altText":428,"config":433},{"src":434,"dataGaName":431,"dataGaLocation":426},"/images/brand/gitlab-logo-type.svg",{"text":436,"config":437},"Get Started",{"href":438,"dataGaName":439,"dataGaLocation":426},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/compare/gitlab-vs-github/","get started",{"freeTrial":441,"mobileIcon":445,"desktopIcon":447},{"text":442,"config":443},"Learn more about GitLab Duo",{"href":78,"dataGaName":444,"dataGaLocation":426},"gitlab duo",{"altText":428,"config":446},{"src":430,"dataGaName":431,"dataGaLocation":426},{"altText":428,"config":448},{"src":434,"dataGaName":431,"dataGaLocation":426},"content:shared:en-us:main-navigation.yml","Main Navigation","shared/en-us/main-navigation.yml","shared/en-us/main-navigation",{"_path":454,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"title":455,"button":456,"image":460,"config":463,"_id":465,"_type":30,"_source":32,"_file":466,"_stem":467,"_extension":35},"/shared/en-us/banner","is now in public beta!",{"text":84,"config":457},{"href":458,"dataGaName":459,"dataGaLocation":44},"/gitlab-duo/agent-platform/","duo banner",{"config":461},{"src":462},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1753720689/somrf9zaunk0xlt7ne4x.svg",{"layout":464},"release","content:shared:en-us:banner.yml","shared/en-us/banner.yml","shared/en-us/banner",{"_path":469,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"data":470,"_id":675,"_type":30,"title":676,"_source":32,"_file":677,"_stem":678,"_extension":35},"/shared/en-us/main-footer",{"text":471,"source":472,"edit":478,"contribute":483,"config":488,"items":493,"minimal":667},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":473,"config":474},"View page source",{"href":475,"dataGaName":476,"dataGaLocation":477},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":479,"config":480},"Edit this page",{"href":481,"dataGaName":482,"dataGaLocation":477},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":484,"config":485},"Please contribute",{"href":486,"dataGaName":487,"dataGaLocation":477},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":489,"facebook":490,"youtube":491,"linkedin":492},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[494,517,574,603,637],{"title":62,"links":495,"subMenu":500},[496],{"text":497,"config":498},"DevSecOps platform",{"href":71,"dataGaName":499,"dataGaLocation":477},"devsecops platform",[501],{"title":202,"links":502},[503,507,512],{"text":504,"config":505},"View plans",{"href":204,"dataGaName":506,"dataGaLocation":477},"view plans",{"text":508,"config":509},"Why Premium?",{"href":510,"dataGaName":511,"dataGaLocation":477},"/pricing/premium/","why premium",{"text":513,"config":514},"Why Ultimate?",{"href":515,"dataGaName":516,"dataGaLocation":477},"/pricing/ultimate/","why ultimate",{"title":518,"links":519},"Solutions",[520,525,528,530,535,540,544,547,551,556,558,561,564,569],{"text":521,"config":522},"Digital transformation",{"href":523,"dataGaName":524,"dataGaLocation":477},"/topics/digital-transformation/","digital transformation",{"text":150,"config":526},{"href":145,"dataGaName":527,"dataGaLocation":477},"security & compliance",{"text":139,"config":529},{"href":121,"dataGaName":122,"dataGaLocation":477},{"text":531,"config":532},"Agile development",{"href":533,"dataGaName":534,"dataGaLocation":477},"/solutions/agile-delivery/","agile delivery",{"text":536,"config":537},"Cloud transformation",{"href":538,"dataGaName":539,"dataGaLocation":477},"/topics/cloud-native/","cloud transformation",{"text":541,"config":542},"SCM",{"href":135,"dataGaName":543,"dataGaLocation":477},"source code management",{"text":125,"config":545},{"href":127,"dataGaName":546,"dataGaLocation":477},"continuous integration & delivery",{"text":548,"config":549},"Value stream management",{"href":177,"dataGaName":550,"dataGaLocation":477},"value stream management",{"text":552,"config":553},"GitOps",{"href":554,"dataGaName":555,"dataGaLocation":477},"/solutions/gitops/","gitops",{"text":187,"config":557},{"href":189,"dataGaName":190,"dataGaLocation":477},{"text":559,"config":560},"Small business",{"href":194,"dataGaName":195,"dataGaLocation":477},{"text":562,"config":563},"Public sector",{"href":199,"dataGaName":200,"dataGaLocation":477},{"text":565,"config":566},"Education",{"href":567,"dataGaName":568,"dataGaLocation":477},"/solutions/education/","education",{"text":570,"config":571},"Financial services",{"href":572,"dataGaName":573,"dataGaLocation":477},"/solutions/finance/","financial services",{"title":207,"links":575},[576,578,580,582,585,587,589,591,593,595,597,599,601],{"text":219,"config":577},{"href":221,"dataGaName":222,"dataGaLocation":477},{"text":224,"config":579},{"href":226,"dataGaName":227,"dataGaLocation":477},{"text":229,"config":581},{"href":231,"dataGaName":232,"dataGaLocation":477},{"text":234,"config":583},{"href":236,"dataGaName":584,"dataGaLocation":477},"docs",{"text":257,"config":586},{"href":259,"dataGaName":5,"dataGaLocation":477},{"text":252,"config":588},{"href":254,"dataGaName":255,"dataGaLocation":477},{"text":261,"config":590},{"href":263,"dataGaName":264,"dataGaLocation":477},{"text":274,"config":592},{"href":276,"dataGaName":277,"dataGaLocation":477},{"text":266,"config":594},{"href":268,"dataGaName":269,"dataGaLocation":477},{"text":279,"config":596},{"href":281,"dataGaName":282,"dataGaLocation":477},{"text":284,"config":598},{"href":286,"dataGaName":287,"dataGaLocation":477},{"text":289,"config":600},{"href":291,"dataGaName":292,"dataGaLocation":477},{"text":294,"config":602},{"href":296,"dataGaName":297,"dataGaLocation":477},{"title":312,"links":604},[605,607,609,611,613,615,617,621,626,628,630,632],{"text":319,"config":606},{"href":321,"dataGaName":314,"dataGaLocation":477},{"text":324,"config":608},{"href":326,"dataGaName":327,"dataGaLocation":477},{"text":332,"config":610},{"href":334,"dataGaName":335,"dataGaLocation":477},{"text":337,"config":612},{"href":339,"dataGaName":340,"dataGaLocation":477},{"text":342,"config":614},{"href":344,"dataGaName":345,"dataGaLocation":477},{"text":347,"config":616},{"href":349,"dataGaName":350,"dataGaLocation":477},{"text":618,"config":619},"Sustainability",{"href":620,"dataGaName":618,"dataGaLocation":477},"/sustainability/",{"text":622,"config":623},"Diversity, inclusion and belonging (DIB)",{"href":624,"dataGaName":625,"dataGaLocation":477},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":352,"config":627},{"href":354,"dataGaName":355,"dataGaLocation":477},{"text":362,"config":629},{"href":364,"dataGaName":365,"dataGaLocation":477},{"text":367,"config":631},{"href":369,"dataGaName":370,"dataGaLocation":477},{"text":633,"config":634},"Modern Slavery Transparency Statement",{"href":635,"dataGaName":636,"dataGaLocation":477},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"title":638,"links":639},"Contact Us",[640,643,645,647,652,657,662],{"text":641,"config":642},"Contact an expert",{"href":53,"dataGaName":54,"dataGaLocation":477},{"text":381,"config":644},{"href":383,"dataGaName":384,"dataGaLocation":477},{"text":386,"config":646},{"href":388,"dataGaName":389,"dataGaLocation":477},{"text":648,"config":649},"Status",{"href":650,"dataGaName":651,"dataGaLocation":477},"https://status.gitlab.com/","status",{"text":653,"config":654},"Terms of use",{"href":655,"dataGaName":656,"dataGaLocation":477},"/terms/","terms of use",{"text":658,"config":659},"Privacy statement",{"href":660,"dataGaName":661,"dataGaLocation":477},"/privacy/","privacy statement",{"text":663,"config":664},"Cookie preferences",{"dataGaName":665,"dataGaLocation":477,"id":666,"isOneTrustButton":107},"cookie preferences","ot-sdk-btn",{"items":668},[669,671,673],{"text":653,"config":670},{"href":655,"dataGaName":656,"dataGaLocation":477},{"text":658,"config":672},{"href":660,"dataGaName":661,"dataGaLocation":477},{"text":663,"config":674},{"dataGaName":665,"dataGaLocation":477,"id":666,"isOneTrustButton":107},"content:shared:en-us:main-footer.yml","Main Footer","shared/en-us/main-footer.yml","shared/en-us/main-footer",[680],{"_path":681,"_dir":682,"_draft":6,"_partial":6,"_locale":7,"content":683,"config":686,"_id":688,"_type":30,"title":18,"_source":32,"_file":689,"_stem":690,"_extension":35},"/en-us/blog/authors/yevgeny-pats","authors",{"name":18,"config":684},{"headshot":7,"ctfId":685},"ypats",{"template":687},"BlogAuthor","content:en-us:blog:authors:yevgeny-pats.yml","en-us/blog/authors/yevgeny-pats.yml","en-us/blog/authors/yevgeny-pats",{"_path":692,"_dir":38,"_draft":6,"_partial":6,"_locale":7,"header":693,"eyebrow":694,"blurb":695,"button":696,"secondaryButton":700,"_id":702,"_type":30,"title":703,"_source":32,"_file":704,"_stem":705,"_extension":35},"/shared/en-us/next-steps","Start shipping better software faster","50%+ of the Fortune 100 trust GitLab","See what your team can do with the intelligent\n\n\nDevSecOps platform.\n",{"text":46,"config":697},{"href":698,"dataGaName":49,"dataGaLocation":699},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":51,"config":701},{"href":53,"dataGaName":54,"dataGaLocation":699},"content:shared:en-us:next-steps.yml","Next Steps","shared/en-us/next-steps.yml","shared/en-us/next-steps",1754424511380]