[{"data":1,"prerenderedAt":1080},["ShallowReactive",2],{"/en-us/the-source/platform/3-surprising-findings-from-our-2024-global-devsecops-survey/":3,"footer-en-us":50,"the-source-navigation-en-us":358,"the-source-newsletter-en-us":385,"article-site-categories-en-us":397,"3-surprising-findings-from-our-2024-global-devsecops-survey-article-hero-category-en-us":399,"3-surprising-findings-from-our-2024-global-devsecops-survey-the-source-gated-asset-en-us":423,"3-surprising-findings-from-our-2024-global-devsecops-survey-category-en-us":439,"3-surprising-findings-from-our-2024-global-devsecops-survey-the-source-resources-en-us":451,"3-surprising-findings-from-our-2024-global-devsecops-survey-article-hero-author-en-us":490},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"config":8,"seo":14,"content":18,"type":42,"slug":43,"category":5,"_id":44,"_type":45,"title":7,"_source":46,"_file":47,"_stem":48,"_extension":49},"/en-us/the-source/platform/3-surprising-findings-from-our-2024-global-devsecops-survey","platform",false,"",{"layout":9,"template":10,"articleType":11,"author":12,"featured":6,"gatedAsset":13},"the-source","TheSourceArticle","Regular","dave-steer","gitlab-2024-global-devsecops-report",{"title":15,"description":16,"ogImage":17},"3 surprising findings from our 2024 Global DevSecOps Survey","This year, our survey revealed changes in organizations' investment priorities in the wake of AI — and how AI is shaping the way teams work.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1751464453/vepnkkbnjxdarswtxkga.png",{"title":15,"date":19,"description":16,"timeToRead":20,"heroImage":17,"keyTakeaways":21,"articleBody":25,"faq":26},"2024-06-25","5 min read",[22,23,24],"AI highlights toolchain complexity, pushing for consolidation to improve DevSecOps efficiency.","AI accelerates onboarding but raises concerns about job security and role evolution.","Cloud computing becomes essential, though investment priorities shift toward AI.","This year’s [survey of more than 5,000 DevSecOps professionals worldwide](https://about.gitlab.com/developer-survey/) suggests that as organizations adopt new technologies such as AI, they're reevaluating investment priorities and looking more critically at how they can improve the developer experience. Here's a look at three of the more surprising results from this year's survey, and what they could mean for software development, operations, and security teams in 2024 and beyond.\n\n## 1. AI shines a light on cumbersome toolchains\n\nThis year, we looked specifically at how AI might impact DevSecOps teams’ attitudes toward their existing toolchains, and the findings were somewhat surprising. We know AI can help teams simplify software development, but our survey showed that respondents currently using AI might be more frustrated with their toolchains than those not using AI.\n\nNearly three-quarters (74%) of respondents whose organizations are currently using AI for software development said they wanted to consolidate their toolchain, compared to 57% of those who aren’t using AI. However, there wasn’t a significant difference between the two groups in the number of tools respondents reported using. In other words, respondents currently using AI weren’t using more tools but still felt a stronger need to consolidate their toolchain.\n\nWhy would AI accelerate the desire to consolidate? One explanation could be that different point solutions running different AI models create unmanageable (and unmeasurable) chaos in the software development lifecycle - and that is shedding new light on organizations’ already cumbersome and counterproductive toolchains. As organizations increase their AI investments, there will be a greater need to improve efficiency by consolidating and simplifying toolchain sprawl. Teams get more value from AI when toolchains are smaller, making integrating AI across the entire software development lifecycle easier.\n\nOne survey respondent identified “too many tools (including AI tools) and context switching” as the biggest challenges in software development in 2024, while another pointed to the “complexity of fragmented landscape of tools across the board.”\n\nAnother respondent highlighted AI’s opportunities to help teams address toolchain challenges: “AI is growing fast, and our current toolchain can be massively improved with AI integrations. We need to train team members better, so they know how to use AI effectively in their daily work.”\n\n## 2. AI speeds up developer onboarding - but organizations still have concerns\n\nAlong with the increase in the number of tools teams use, we noted a significant increase in developer onboarding times in this year’s survey. In 2024, 70% of respondents told us it takes developers in their organization more than a month to onboard and become productive, up from 66% in 2023.\n\nWhile it’s not surprising that AI-powered [chat assistants](https://about.gitlab.com/blog/gitlab-duo-chat-now-generally-available/) and [code suggestions](https://about.gitlab.com/blog/top-tips-for-efficient-ai-powered-code-suggestions-with-gitlab-duo/), can help developers onboard faster, the effect we observed in our survey was dramatic: Respondents who use AI for software development were much more likely to say that developer onboarding typically takes less than a month.\n\nDespite AI’s clear benefits for developer experience, respondents expressed several concerns about its rapid adoption. Over half (55%) of respondents said introducing AI into the software development lifecycle is risky, and 49% said they fear AI will replace their current role within the next five years.\n\nRachel Stephens, senior analyst at industry analyst firm RedMonk, shared her perspective on these findings: “There is a component of psychological safety and team culture that impacts how people feel about AI. Individuals may be concerned about the security or privacy implications of AI, but their sense of unpreparedness may also stem from a feeling that AI has personal risk to their livelihoods.”\n\nOur take is that the value of AI lies in its ability to automate repetitive tasks and behind-the-scenes optimization, empowering teams to focus on high-level problem-solving, innovation, and value creation. It’s about supplementing - not replacing - the human element of software development. One survey respondent summed this up as follows: “Fostering and maintaining creativity while leaning into AI is a challenge we face. We must remember that AI is simply one tool creative people use to cut out the junk that would otherwise impede productivity. It doesn’t replace human creativity.”\n\n## 3. The cloud becomes table stakes\n\nIn our survey, cloud computing has consistently ranked as a top IT investment priority over the past several years. In 2022, cloud computing ranked number two, after security, and in 2023 it took the top spot - not surprising, given increased pressure on organizations to undergo [digital transformation](https://about.gitlab.com/blog/lockheed-martin-aws-gitlab/).\n\nIn 2024, though, cloud computing saw a sharp decrease, ranking at number five. However, at the same time, it’s clear that the cloud continues to be important. In fact, we saw a significant increase in the number of respondents who said they are running 50% or more of their apps in the cloud. This suggests that while the cloud is still mission-critical for many businesses, it’s now “table stakes” - and at the same time, the list of priorities for technical teams and IT leaders continues to grow.\n\nAccording to RedMonk’s Stephens, “We are in a cash-constrained financial environment, and people are having to make prioritization decisions between technology investments - meaning organizations could be reallocating some, but not all, of their digital transformation budgets to things like AI.”\n",[27,30,33,36,39],{"header":28,"content":29},"How is AI influencing DevSecOps toolchains?","AI is highlighting inefficiencies in DevSecOps toolchains, leading to a stronger desire for consolidation. According to GitLab's 2024 Global DevSecOps Survey, 74% of AI users want to streamline their toolchains to reduce complexity, minimize context switching, and improve workflow integration.",{"header":31,"content":32},"Why is cloud computing considered \"table stakes\" in 2024?","Cloud computing has become a standard infrastructure component rather than a top investment priority. While its ranking in IT investment dropped, more organizations are now running 50% or more of their applications in the cloud, meaning it's still an essential part of modern DevOps.",{"header":34,"content":35},"What are the biggest concerns about AI adoption in software development?","Despite AI’s benefits, 55% of survey respondents say that adopting AI is risky, and 49% fear AI could replace their jobs within five years. Concerns include security risks, privacy issues, and job displacement, highlighting the need for responsible AI implementation.",{"header":37,"content":38},"Does AI speed up developer onboarding?","Yes, AI-powered tools like code suggestions and AI chat assistants help developers onboard faster. GitLab's survey found that organizations using AI are more likely to onboard new developers in less than a month, compared to those not using AI.",{"header":40,"content":41},"How can organizations balance AI adoption with developer creativity?","To successfully integrate AI, organizations should use it to automate repetitive tasks while maintaining a culture that values human creativity and problem-solving. AI should supplement, not replace, developers by enhancing productivity and freeing up time for innovation.","article","3-surprising-findings-from-our-2024-global-devsecops-survey","content:en-us:the-source:platform:3-surprising-findings-from-our-2024-global-devsecops-survey:index.yml","yaml","content","en-us/the-source/platform/3-surprising-findings-from-our-2024-global-devsecops-survey/index.yml","en-us/the-source/platform/3-surprising-findings-from-our-2024-global-devsecops-survey/index","yml",{"_path":51,"_dir":52,"_draft":6,"_partial":6,"_locale":7,"data":53,"_id":354,"_type":45,"title":355,"_source":46,"_file":356,"_stem":357,"_extension":49},"/shared/en-us/main-footer","en-us",{"text":54,"source":55,"edit":61,"contribute":66,"config":71,"items":76,"minimal":346},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":56,"config":57},"View page source",{"href":58,"dataGaName":59,"dataGaLocation":60},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":62,"config":63},"Edit this page",{"href":64,"dataGaName":65,"dataGaLocation":60},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":67,"config":68},"Please contribute",{"href":69,"dataGaName":70,"dataGaLocation":60},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":72,"facebook":73,"youtube":74,"linkedin":75},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[77,104,177,245,307],{"title":78,"links":79,"subMenu":85},"Platform",[80],{"text":81,"config":82},"DevSecOps platform",{"href":83,"dataGaName":84,"dataGaLocation":60},"/platform/","devsecops platform",[86],{"title":87,"links":88},"Pricing",[89,94,99],{"text":90,"config":91},"View plans",{"href":92,"dataGaName":93,"dataGaLocation":60},"/pricing/","view plans",{"text":95,"config":96},"Why Premium?",{"href":97,"dataGaName":98,"dataGaLocation":60},"/pricing/premium/","why premium",{"text":100,"config":101},"Why Ultimate?",{"href":102,"dataGaName":103,"dataGaLocation":60},"/pricing/ultimate/","why ultimate",{"title":105,"links":106},"Solutions",[107,112,117,122,127,132,137,142,147,152,157,162,167,172],{"text":108,"config":109},"Digital transformation",{"href":110,"dataGaName":111,"dataGaLocation":60},"/topics/digital-transformation/","digital transformation",{"text":113,"config":114},"Security & Compliance",{"href":115,"dataGaName":116,"dataGaLocation":60},"/solutions/security-compliance/","security & compliance",{"text":118,"config":119},"Automated software delivery",{"href":120,"dataGaName":121,"dataGaLocation":60},"/solutions/delivery-automation/","automated software delivery",{"text":123,"config":124},"Agile development",{"href":125,"dataGaName":126,"dataGaLocation":60},"/solutions/agile-delivery/","agile delivery",{"text":128,"config":129},"Cloud transformation",{"href":130,"dataGaName":131,"dataGaLocation":60},"/topics/cloud-native/","cloud transformation",{"text":133,"config":134},"SCM",{"href":135,"dataGaName":136,"dataGaLocation":60},"/solutions/source-code-management/","source code management",{"text":138,"config":139},"CI/CD",{"href":140,"dataGaName":141,"dataGaLocation":60},"/solutions/continuous-integration/","continuous integration & delivery",{"text":143,"config":144},"Value stream management",{"href":145,"dataGaName":146,"dataGaLocation":60},"/solutions/value-stream-management/","value stream management",{"text":148,"config":149},"GitOps",{"href":150,"dataGaName":151,"dataGaLocation":60},"/solutions/gitops/","gitops",{"text":153,"config":154},"Enterprise",{"href":155,"dataGaName":156,"dataGaLocation":60},"/enterprise/","enterprise",{"text":158,"config":159},"Small business",{"href":160,"dataGaName":161,"dataGaLocation":60},"/small-business/","small business",{"text":163,"config":164},"Public sector",{"href":165,"dataGaName":166,"dataGaLocation":60},"/solutions/public-sector/","public sector",{"text":168,"config":169},"Education",{"href":170,"dataGaName":171,"dataGaLocation":60},"/solutions/education/","education",{"text":173,"config":174},"Financial services",{"href":175,"dataGaName":176,"dataGaLocation":60},"/solutions/finance/","financial services",{"title":178,"links":179},"Resources",[180,185,190,195,200,205,210,215,220,225,230,235,240],{"text":181,"config":182},"Install",{"href":183,"dataGaName":184,"dataGaLocation":60},"/install/","install",{"text":186,"config":187},"Quick start guides",{"href":188,"dataGaName":189,"dataGaLocation":60},"/get-started/","quick setup checklists",{"text":191,"config":192},"Learn",{"href":193,"dataGaName":194,"dataGaLocation":60},"https://university.gitlab.com/","learn",{"text":196,"config":197},"Product documentation",{"href":198,"dataGaName":199,"dataGaLocation":60},"https://docs.gitlab.com/","docs",{"text":201,"config":202},"Blog",{"href":203,"dataGaName":204,"dataGaLocation":60},"/blog/","blog",{"text":206,"config":207},"Customer success stories",{"href":208,"dataGaName":209,"dataGaLocation":60},"/customers/","customer success stories",{"text":211,"config":212},"Remote",{"href":213,"dataGaName":214,"dataGaLocation":60},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"text":216,"config":217},"GitLab Services",{"href":218,"dataGaName":219,"dataGaLocation":60},"/services/","services",{"text":221,"config":222},"TeamOps",{"href":223,"dataGaName":224,"dataGaLocation":60},"/teamops/","teamops",{"text":226,"config":227},"Community",{"href":228,"dataGaName":229,"dataGaLocation":60},"/community/","community",{"text":231,"config":232},"Forum",{"href":233,"dataGaName":234,"dataGaLocation":60},"https://forum.gitlab.com/","forum",{"text":236,"config":237},"Events",{"href":238,"dataGaName":239,"dataGaLocation":60},"/events/","events",{"text":241,"config":242},"Partners",{"href":243,"dataGaName":244,"dataGaLocation":60},"/partners/","partners",{"title":246,"links":247},"Company",[248,253,258,263,268,273,278,282,287,292,297,302],{"text":249,"config":250},"About",{"href":251,"dataGaName":252,"dataGaLocation":60},"/company/","company",{"text":254,"config":255},"Jobs",{"href":256,"dataGaName":257,"dataGaLocation":60},"/jobs/","jobs",{"text":259,"config":260},"Leadership",{"href":261,"dataGaName":262,"dataGaLocation":60},"/company/team/e-group/","leadership",{"text":264,"config":265},"Team",{"href":266,"dataGaName":267,"dataGaLocation":60},"/company/team/","team",{"text":269,"config":270},"Handbook",{"href":271,"dataGaName":272,"dataGaLocation":60},"https://handbook.gitlab.com/","handbook",{"text":274,"config":275},"Investor relations",{"href":276,"dataGaName":277,"dataGaLocation":60},"https://ir.gitlab.com/","investor relations",{"text":279,"config":280},"Sustainability",{"href":281,"dataGaName":279,"dataGaLocation":60},"/sustainability/",{"text":283,"config":284},"Diversity, inclusion and belonging (DIB)",{"href":285,"dataGaName":286,"dataGaLocation":60},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":288,"config":289},"Trust Center",{"href":290,"dataGaName":291,"dataGaLocation":60},"/security/","trust center",{"text":293,"config":294},"Newsletter",{"href":295,"dataGaName":296,"dataGaLocation":60},"/company/contact/","newsletter",{"text":298,"config":299},"Press",{"href":300,"dataGaName":301,"dataGaLocation":60},"/press/","press",{"text":303,"config":304},"Modern Slavery Transparency Statement",{"href":305,"dataGaName":306,"dataGaLocation":60},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"title":308,"links":309},"Contact Us",[310,315,320,325,330,335,340],{"text":311,"config":312},"Contact an expert",{"href":313,"dataGaName":314,"dataGaLocation":60},"/sales/","sales",{"text":316,"config":317},"Get help",{"href":318,"dataGaName":319,"dataGaLocation":60},"/support/","get help",{"text":321,"config":322},"Customer portal",{"href":323,"dataGaName":324,"dataGaLocation":60},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"text":326,"config":327},"Status",{"href":328,"dataGaName":329,"dataGaLocation":60},"https://status.gitlab.com/","status",{"text":331,"config":332},"Terms of use",{"href":333,"dataGaName":334,"dataGaLocation":60},"/terms/","terms of use",{"text":336,"config":337},"Privacy statement",{"href":338,"dataGaName":339,"dataGaLocation":60},"/privacy/","privacy statement",{"text":341,"config":342},"Cookie preferences",{"dataGaName":343,"dataGaLocation":60,"id":344,"isOneTrustButton":345},"cookie preferences","ot-sdk-btn",true,{"items":347},[348,350,352],{"text":331,"config":349},{"href":333,"dataGaName":334,"dataGaLocation":60},{"text":336,"config":351},{"href":338,"dataGaName":339,"dataGaLocation":60},{"text":341,"config":353},{"dataGaName":343,"dataGaLocation":60,"id":344,"isOneTrustButton":345},"content:shared:en-us:main-footer.yml","Main Footer","shared/en-us/main-footer.yml","shared/en-us/main-footer",{"_path":359,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"logo":360,"subscribeLink":365,"navItems":369,"_id":381,"_type":45,"title":382,"_source":46,"_file":383,"_stem":384,"_extension":49},"/shared/en-us/the-source/navigation",{"altText":361,"config":362},"the source logo",{"src":363,"href":364},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1750191004/t7wz1klfb2kxkezksv9t.svg","/the-source/",{"text":366,"config":367},"Subscribe",{"href":368},"#subscribe",[370,374,377],{"text":371,"config":372},"Artificial Intelligence",{"href":373},"/the-source/ai/",{"text":113,"config":375},{"href":376},"/the-source/security/",{"text":378,"config":379},"Platform & Infrastructure",{"href":380},"/the-source/platform/","content:shared:en-us:the-source:navigation.yml","Navigation","shared/en-us/the-source/navigation.yml","shared/en-us/the-source/navigation",{"_path":386,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"title":387,"description":388,"submitMessage":389,"formData":390,"_id":394,"_type":45,"_source":46,"_file":395,"_stem":396,"_extension":49},"/shared/en-us/the-source/newsletter","The Source Newsletter","Stay updated with insights for the future of software development.","You have successfully signed up for The Source’s newsletter.",{"config":391},{"formId":392,"formName":393,"hideRequiredLabel":345},1077,"thesourcenewsletter","content:shared:en-us:the-source:newsletter.yml","shared/en-us/the-source/newsletter.yml","shared/en-us/the-source/newsletter",{"categoryNames":398},{"ai":371,"platform":378,"security":113},{"_path":400,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"type":401,"config":402,"seo":403,"content":406,"slug":5,"_id":420,"_type":45,"title":7,"_source":46,"_file":421,"_stem":422,"_extension":49},"/en-us/the-source/platform","category",{"layout":9},{"title":378,"description":404,"ogImage":405},"Learn how to build a DevSecOps framework that sets your team up for success, from planning to delivery.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463263/bdz7hmhpbmgwvoybcaud.png",[407,412],{"componentName":408,"type":408,"componentContent":409},"TheSourceCategoryHero",{"title":378,"description":404,"image":410},{"config":411},{"src":405},{"componentName":413,"type":413,"componentContent":414},"TheSourceCategoryMainSection",{"config":415},{"gatedAssets":416},[417,418,419],"source-lp-the-ultimate-playbook-for-high-performing-devsecops-teams","source-lp-measuring-success-in-software-development-a-guide-for-leaders","source-lp-building-a-resilient-software-development-practice","content:en-us:the-source:platform:index.yml","en-us/the-source/platform/index.yml","en-us/the-source/platform/index",{"_path":424,"_dir":425,"_draft":6,"_partial":6,"_locale":7,"config":426,"title":428,"description":429,"link":430,"_id":436,"_type":45,"_source":46,"_file":437,"_stem":438,"_extension":49},"/shared/en-us/the-source/gated-assets/gitlab-2024-global-devsecops-report","gated-assets",{"id":13,"formId":427},1002,"GitLab 2024 Global DevSecOps Report","Read our [survey findings from more than 5,000 DevSecOps professionals worldwide](https://about.gitlab.com/developer-survey/) for insights on how attitudes towards security, AI, and developer experience are evolving.",{"text":431,"config":432},"Read the report",{"href":433,"dataGaName":434,"dataGaLocation":435},"https://about.gitlab.com/developer-survey?utm_campaign=eg_global_cmp_gated-content_aisdlc_en_ds24&utm_content=ds24_report_x","2024 global devsecops survey","thesource","content:shared:en-us:the-source:gated-assets:gitlab-2024-global-devsecops-report.yml","shared/en-us/the-source/gated-assets/gitlab-2024-global-devsecops-report.yml","shared/en-us/the-source/gated-assets/gitlab-2024-global-devsecops-report",{"_path":400,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"type":401,"config":440,"seo":441,"content":442,"slug":5,"_id":420,"_type":45,"title":7,"_source":46,"_file":421,"_stem":422,"_extension":49},{"layout":9},{"title":378,"description":404,"ogImage":405},[443,447],{"componentName":408,"type":408,"componentContent":444},{"title":378,"description":404,"image":445},{"config":446},{"src":405},{"componentName":413,"type":413,"componentContent":448},{"config":449},{"gatedAssets":450},[417,418,419],[452,465,478],{"_path":453,"_dir":425,"_draft":6,"_partial":6,"_locale":7,"config":454,"title":455,"description":456,"link":457,"_id":462,"_type":45,"_source":46,"_file":463,"_stem":464,"_extension":49},"/shared/en-us/the-source/gated-assets/source-lp-building-a-resilient-software-development-practice",{"id":419},"Building a resilient software development practice","Learn strategies to bolster your team's effectiveness amid shifts in the industry with a standardized approach to software development.",{"text":458,"config":459},"Read the guide",{"href":460,"dataGaName":461,"dataGaLocation":435},"https://about.gitlab.com/the-source/platform/building-a-resilient-software-development-practice/","Building a Resilient Software Development Practice","content:shared:en-us:the-source:gated-assets:source-lp-building-a-resilient-software-development-practice.yml","shared/en-us/the-source/gated-assets/source-lp-building-a-resilient-software-development-practice.yml","shared/en-us/the-source/gated-assets/source-lp-building-a-resilient-software-development-practice",{"_path":466,"_dir":425,"_draft":6,"_partial":6,"_locale":7,"config":467,"title":468,"description":469,"link":470,"_id":475,"_type":45,"_source":46,"_file":476,"_stem":477,"_extension":49},"/shared/en-us/the-source/gated-assets/source-lp-measuring-success-in-software-development-a-guide-for-leaders",{"id":418},"Measuring success in software development: A guide for leaders","Discover how to measure software delivery performance with key metrics that optimize workflows, enhance team productivity, and drive better decisions.",{"text":471,"config":472},"Download the guide",{"href":473,"dataGaName":474,"dataGaLocation":435},"https://about.gitlab.com/the-source/platform/measuring-success-in-software-development-a-guide-for-leaders/","Measuring success in software development","content:shared:en-us:the-source:gated-assets:source-lp-measuring-success-in-software-development-a-guide-for-leaders.yml","shared/en-us/the-source/gated-assets/source-lp-measuring-success-in-software-development-a-guide-for-leaders.yml","shared/en-us/the-source/gated-assets/source-lp-measuring-success-in-software-development-a-guide-for-leaders",{"_path":479,"_dir":425,"_draft":6,"_partial":6,"_locale":7,"config":480,"title":481,"description":482,"link":483,"_id":487,"_type":45,"_source":46,"_file":488,"_stem":489,"_extension":49},"/shared/en-us/the-source/gated-assets/source-lp-the-ultimate-playbook-for-high-performing-devsecops-teams",{"id":417},"The ultimate playbook for high-performing DevSecOps teams ","Learn how to tackle issues like deployment slowdowns, lack of collaboration, and developer burnout.",{"text":484,"config":485},"Read the ebook",{"href":486,"dataGaName":481,"dataGaLocation":435},"https://about.gitlab.com/the-source/platform/the-ultimate-playbook-for-high-performing-devsecops-teams/","content:shared:en-us:the-source:gated-assets:source-lp-the-ultimate-playbook-for-high-performing-devsecops-teams.yml","shared/en-us/the-source/gated-assets/source-lp-the-ultimate-playbook-for-high-performing-devsecops-teams.yml","shared/en-us/the-source/gated-assets/source-lp-the-ultimate-playbook-for-high-performing-devsecops-teams",[491,516,532,550,566,586,607,629,645,663,685,703,724,740,759,776,794,814,832,851,872,893,909,925,945,963,984,1002,1021,1037,1058],{"_path":492,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":494,"seo":495,"content":497,"type":511,"slug":512,"_id":513,"_type":45,"title":496,"_source":46,"_file":514,"_stem":515,"_extension":49},"/en-us/the-source/authors/amanda-rueda","authors",{"layout":9},{"title":496},"Amanda Rueda",[498,509],{"type":499,"componentName":499,"componentContent":500},"TheSourceAuthorHero",{"config":501,"name":496,"role":504,"bio":505,"headshot":506},{"gitlabHandle":502,"linkedInProfileUrl":503},"amandarueda","https://www.linkedin.com/in/amandamrueda/","Senior Product Manager","Amanda Rueda is a Senior Product Manager at GitLab, specializing in strategic product vision, agile planning, and leveraging AI to enhance workflows and user experiences. Amanda is a thought leader in agile planning and product management workflows, and enjoys building GitLab features that drive team collaboration, transparent project management, and high-performing teams.",{"altText":496,"config":507},{"src":508},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463383/osecw1pzbxvb7fhqhiky.png",{"componentName":510,"type":510},"TheSourceArticlesList","author","amanda-rueda","content:en-us:the-source:authors:amanda-rueda.yml","en-us/the-source/authors/amanda-rueda.yml","en-us/the-source/authors/amanda-rueda",{"_path":517,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":518,"seo":519,"content":521,"type":511,"slug":528,"_id":529,"_type":45,"title":520,"_source":46,"_file":530,"_stem":531,"_extension":49},"/en-us/the-source/authors/andre-michael-braun",{"layout":9},{"title":520},"Andre Michael Braun",[522,527],{"type":499,"componentName":499,"componentContent":523},{"name":520,"headshot":524},{"altText":520,"config":525},{"src":526},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463336/yl27k7wdlnkzsizwknn1.jpg",{"componentName":510,"type":510},"andre-michael-braun","content:en-us:the-source:authors:andre-michael-braun.yml","en-us/the-source/authors/andre-michael-braun.yml","en-us/the-source/authors/andre-michael-braun",{"_path":533,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":534,"seo":535,"content":537,"type":511,"slug":546,"_id":547,"_type":45,"title":536,"_source":46,"_file":548,"_stem":549,"_extension":49},"/en-us/the-source/authors/andrew-haschka",{"layout":9},{"title":536},"Andrew Haschka",[538,545],{"type":499,"componentName":499,"componentContent":539},{"name":536,"role":540,"bio":541,"headshot":542},"Field CTO, Asia Pacific & Japan","Andrew Haschka is the CTO for Asia Pacific & Japan at GitLab, acting as the trusted advisor to GitLab partners and customers. Andrew takes a consultative approach to address common and unique business requirements. He provides subject matter expertise and industry experience throughout the customer’s modernisation journey, working with product management and engineering teams to evolve product features to meet market demand.",{"altText":536,"config":543},{"src":544},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463349/z1qnc4uxmqgg3hnm3da4.png",{"componentName":510,"type":510},"andrew-haschka","content:en-us:the-source:authors:andrew-haschka.yml","en-us/the-source/authors/andrew-haschka.yml","en-us/the-source/authors/andrew-haschka",{"_path":551,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":552,"seo":553,"content":555,"type":511,"slug":562,"_id":563,"_type":45,"title":554,"_source":46,"_file":564,"_stem":565,"_extension":49},"/en-us/the-source/authors/ayoub-fandi",{"layout":9},{"title":554},"Ayoub Fandi",[556,561],{"componentName":499,"type":499,"componentContent":557},{"name":554,"headshot":558},{"altText":554,"config":559},{"src":560},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463329/wyp554loeyoibx3ozren.jpg",{"componentName":510,"type":510},"ayoub-fandi","content:en-us:the-source:authors:ayoub-fandi.yml","en-us/the-source/authors/ayoub-fandi.yml","en-us/the-source/authors/ayoub-fandi",{"_path":567,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":568,"seo":569,"content":571,"type":511,"slug":582,"_id":583,"_type":45,"title":570,"_source":46,"_file":584,"_stem":585,"_extension":49},"/en-us/the-source/authors/bob-stevens",{"layout":9},{"title":570},"Bob Stevens",[572,581],{"componentName":499,"type":499,"componentContent":573},{"config":574,"name":570,"role":577,"headshot":578},{"gitlabHandle":575,"linkedInProfileUrl":576},"bstevens1","https://www.linkedin.com/in/bob-stevens-1237564/","Public Sector Area Vice President, GitLab",{"altText":570,"config":579},{"src":580},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1752687939/mv3lhtimdzr8jmfqmbk1.jpg",{"componentName":510,"type":510},"bob-stevens","content:en-us:the-source:authors:bob-stevens.yml","en-us/the-source/authors/bob-stevens.yml","en-us/the-source/authors/bob-stevens",{"_path":587,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":588,"seo":589,"content":591,"type":511,"slug":603,"_id":604,"_type":45,"title":590,"_source":46,"_file":605,"_stem":606,"_extension":49},"/en-us/the-source/authors/brian-wald",{"layout":9},{"title":590},"Brian Wald",[592,602],{"componentName":499,"type":499,"componentContent":593},{"config":594,"name":590,"role":597,"bio":598,"headshot":599},{"gitlabHandle":595,"linkedInProfileUrl":596},"brianwald","https://www.linkedin.com/in/brianwald/","Head of Global Field CTO org","Brian Wald is Head of Global Field CTO org at GitLab. He leads a dynamic team of Field CTOs dedicated to transforming enterprise software development practices.",{"altText":590,"config":600},{"src":601},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463417/fugpbux9miqbdx3wewtu.jpg",{"componentName":510,"type":510},"brian-wald","content:en-us:the-source:authors:brian-wald.yml","en-us/the-source/authors/brian-wald.yml","en-us/the-source/authors/brian-wald",{"_path":608,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":609,"seo":610,"content":612,"type":511,"slug":625,"_id":626,"_type":45,"title":611,"_source":46,"_file":627,"_stem":628,"_extension":49},"/en-us/the-source/authors/bryan-ross",{"layout":9},{"title":611},"Bryan Ross",[613,624],{"componentName":499,"type":499,"componentContent":614},{"config":615,"name":611,"role":619,"bio":620,"headshot":621},{"gitlabHandle":616,"twitterXProfileUrl":617,"linkedInProfileUrl":618},"bryanrossuk","https://twitter.com/bryanrossuk","https://www.linkedin.com/in/bryanross","Field CTO","With over 15 years of industry experience as a senior IT leader, Bryan helps customers realize business value from IT faster. Equally comfortable speaking with executives and engineers alike, he bridges the gap between technical and business stakeholders through compelling storytelling and real-world examples. With a knack for delivering authentic, impactful messages, he enjoys helping others at the intersection of technology, people and process.",{"altText":611,"config":622},{"src":623},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463324/mvdyvskii4hltdrgqxom.jpg",{"componentName":510,"type":510},"bryan-ross","content:en-us:the-source:authors:bryan-ross.yml","en-us/the-source/authors/bryan-ross.yml","en-us/the-source/authors/bryan-ross",{"_path":630,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":631,"seo":632,"content":634,"type":511,"slug":641,"_id":642,"_type":45,"title":633,"_source":46,"_file":643,"_stem":644,"_extension":49},"/en-us/the-source/authors/chandler-gibbons",{"layout":9},{"title":633},"Chandler Gibbons",[635,640],{"componentName":499,"type":499,"componentContent":636},{"name":633,"headshot":637},{"altText":633,"config":638},{"src":639},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463362/o7g9fqtqtjvegfwniuxh.jpg",{"componentName":510,"type":510},"chandler-gibbons","content:en-us:the-source:authors:chandler-gibbons.yml","en-us/the-source/authors/chandler-gibbons.yml","en-us/the-source/authors/chandler-gibbons",{"_path":646,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":647,"seo":648,"content":650,"type":511,"slug":12,"_id":660,"_type":45,"title":649,"_source":46,"_file":661,"_stem":662,"_extension":49},"/en-us/the-source/authors/dave-steer",{"layout":9},{"title":649},"Dave Steer",[651,659],{"componentName":499,"type":499,"componentContent":652},{"config":653,"name":649,"role":655,"headshot":656},{"gitlabHandle":654},"dsteer","Vice President, Product Marketing",{"altText":649,"config":657},{"src":658},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463457/zbtapdkglu3yb9suaq7w.png",{"componentName":510,"type":510},"content:en-us:the-source:authors:dave-steer.yml","en-us/the-source/authors/dave-steer.yml","en-us/the-source/authors/dave-steer",{"_path":664,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":665,"seo":666,"content":668,"type":511,"slug":680,"_id":681,"_type":45,"title":682,"_source":46,"_file":683,"_stem":684,"_extension":49},"/en-us/the-source/authors/ddesanto",{"layout":9},{"title":667},"David DeSanto",[669,679],{"componentName":499,"type":499,"componentContent":670},{"config":671,"name":667,"role":674,"bio":675,"headshot":676},{"gitlabHandle":672,"linkedInProfileUrl":673},"david","https://www.linkedin.com/in/ddesanto/","Chief Product Officer","David DeSanto is the Chief Product Officer at GitLab Inc., where he leads GitLab’s product division to define and execute GitLab's product vision and roadmap. David is responsible for ensuring the company builds, ships, and supports the platform that reinforces GitLab's leadership in the DevSecOps platform market.",{"altText":667,"config":677},{"src":678},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463446/bgnljs84zcsxj0t6nvix.png",{"componentName":510,"type":510},"ddesanto","content:en-us:the-source:authors:ddesanto.yml","Ddesanto","en-us/the-source/authors/ddesanto.yml","en-us/the-source/authors/ddesanto",{"_path":686,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":687,"seo":688,"content":690,"type":511,"slug":698,"_id":699,"_type":45,"title":700,"_source":46,"_file":701,"_stem":702,"_extension":49},"/en-us/the-source/authors/derek-debellis",{"layout":9},{"title":689},"Derek DeBellis",[691,697],{"componentName":499,"type":499,"componentContent":692},{"name":689,"role":693,"headshot":694},"Lead Researcher, Google's DORA team ",{"altText":689,"config":695},{"src":696},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463385/sbnjwfaguszi5g2smzr7.png",{"componentName":510,"type":510},"derek-debellis","content:en-us:the-source:authors:derek-debellis.yml","Derek Debellis","en-us/the-source/authors/derek-debellis.yml","en-us/the-source/authors/derek-debellis",{"_path":704,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":705,"seo":706,"content":708,"type":511,"slug":720,"_id":721,"_type":45,"title":707,"_source":46,"_file":722,"_stem":723,"_extension":49},"/en-us/the-source/authors/emilio-salvador",{"layout":9},{"title":707},"Emilio Salvador",[709,719],{"componentName":499,"type":499,"componentContent":710},{"config":711,"name":707,"role":714,"bio":715,"headshot":716},{"gitlabHandle":712,"linkedInProfileUrl":713},"esalvadorp","https://www.linkedin.com/in/emiliosp/","Vice President, Strategy and Developer Relations","Emilio Salvador is vice president of strategy and developer relations at GitLab. A technology executive with more than 20 years of experience, Emilio has held roles at Amazon and Microsoft, and most recently led strategy and operations for the Developer Advocacy and Experience team at Google. He holds an MBA from MIT Sloan School of Management.",{"altText":707,"config":717},{"src":718},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463402/g0snp3uisjm4tj3pkqcw.jpg",{"componentName":510,"type":510},"emilio-salvador","content:en-us:the-source:authors:emilio-salvador.yml","en-us/the-source/authors/emilio-salvador.yml","en-us/the-source/authors/emilio-salvador",{"_path":725,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":726,"seo":727,"content":729,"type":511,"slug":736,"_id":737,"_type":45,"title":728,"_source":46,"_file":738,"_stem":739,"_extension":49},"/en-us/the-source/authors/erika-feldman",{"layout":9},{"title":728},"Erika Feldman",[730,735],{"componentName":499,"type":499,"componentContent":731},{"name":728,"headshot":732},{"altText":728,"config":733},{"src":734},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463354/d9quqvz7d2ayjwif7vdn.png",{"componentName":510,"type":510},"erika-feldman","content:en-us:the-source:authors:erika-feldman.yml","en-us/the-source/authors/erika-feldman.yml","en-us/the-source/authors/erika-feldman",{"_path":741,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":742,"seo":743,"content":745,"type":511,"slug":755,"_id":756,"_type":45,"title":744,"_source":46,"_file":757,"_stem":758,"_extension":49},"/en-us/the-source/authors/george-kichukov",{"layout":9},{"title":744},"George Kichukov",[746,754],{"componentName":499,"type":499,"componentContent":747},{"config":748,"name":744,"role":619,"bio":750,"headshot":751},{"gitlabHandle":749},"gkichukov","George Kichukov brings over two decades of expertise in software development, enterprise architecture, and technology leadership to his role as Financial Services Field CTO for GitLab. His career began in the startup ecosystem, where he spent five years developing name-matching technologies deployed across government, defense, and financial services. George transitioned into solution architecture, where he guided financial institutions in modernizing their application development practices. Prior to GitLab, George spent 12 years at a large financial services organization leading developer services, application security programs and DevOps infrastructure automation platforms. In his current role at GitLab, George partners with financial services organizations, helping them achieve their strategic objectives in DevOps, DevSecOps, Developer Experience, SDLC compliance, and using AI across software development.",{"altText":744,"config":752},{"src":753},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463366/dk2knfancgsxocjkmyoa.jpg",{"componentName":510,"type":510},"george-kichukov","content:en-us:the-source:authors:george-kichukov.yml","en-us/the-source/authors/george-kichukov.yml","en-us/the-source/authors/george-kichukov",{"_path":760,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":761,"seo":762,"content":764,"type":511,"slug":771,"_id":772,"_type":45,"title":773,"_source":46,"_file":774,"_stem":775,"_extension":49},"/en-us/the-source/authors/gitlab",{"layout":9},{"title":763},"GitLab",[765,770],{"componentName":499,"type":499,"componentContent":766},{"name":763,"headshot":767},{"altText":763,"config":768},{"src":769},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463461/ts7io0hgpdyqylbzfire.png",{"componentName":510,"type":510},"gitlab","content:en-us:the-source:authors:gitlab.yml","Gitlab","en-us/the-source/authors/gitlab.yml","en-us/the-source/authors/gitlab",{"_path":777,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":778,"seo":779,"content":781,"type":511,"slug":790,"_id":791,"_type":45,"title":780,"_source":46,"_file":792,"_stem":793,"_extension":49},"/en-us/the-source/authors/grant-hickman",{"layout":9},{"title":780},"Grant Hickman",[782,789],{"componentName":499,"type":499,"componentContent":783},{"config":784,"name":780,"headshot":786},{"gitlabHandle":785},"g.hickman",{"altText":780,"config":787},{"src":788},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463463/f3uqwtugqotyhwutz5gu.png",{"componentName":510,"type":510},"grant-hickman","content:en-us:the-source:authors:grant-hickman.yml","en-us/the-source/authors/grant-hickman.yml","en-us/the-source/authors/grant-hickman",{"_path":795,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":796,"seo":797,"content":799,"type":511,"slug":810,"_id":811,"_type":45,"title":798,"_source":46,"_file":812,"_stem":813,"_extension":49},"/en-us/the-source/authors/haim-snir",{"layout":9},{"title":798},"Haim Snir",[800,809],{"componentName":499,"type":499,"componentContent":801},{"config":802,"name":798,"role":805,"headshot":806},{"gitlabHandle":803,"linkedInProfileUrl":804},"hsnir1","https://www.linkedin.com/in/haimsnir/","Senior Product Manager, Dev & Analytics, GitLab",{"altText":798,"config":807},{"src":808},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463395/nubmshvaq8wpomopllni.png",{"componentName":510,"type":510},"haim-snir","content:en-us:the-source:authors:haim-snir.yml","en-us/the-source/authors/haim-snir.yml","en-us/the-source/authors/haim-snir",{"_path":815,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":816,"seo":817,"content":819,"type":511,"slug":823,"_id":828,"_type":45,"title":829,"_source":46,"_file":830,"_stem":831,"_extension":49},"/en-us/the-source/authors/iganbaruch",{"layout":9},{"title":818},"Itzik Gan Baruch",[820,827],{"componentName":499,"type":499,"componentContent":821},{"config":822,"name":818,"headshot":824},{"gitlabHandle":823},"iganbaruch",{"altText":818,"config":825},{"src":826},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463443/vibb2fkc0ojni2d1eqde.png",{"componentName":510,"type":510},"content:en-us:the-source:authors:iganbaruch.yml","Iganbaruch","en-us/the-source/authors/iganbaruch.yml","en-us/the-source/authors/iganbaruch",{"_path":833,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":834,"seo":835,"content":837,"type":511,"slug":846,"_id":847,"_type":45,"title":848,"_source":46,"_file":849,"_stem":850,"_extension":49},"/en-us/the-source/authors/jlongo",{"layout":9},{"title":836},"Joseph Longo",[838,845],{"componentName":499,"type":499,"componentContent":839},{"config":840,"name":836,"headshot":842},{"gitlabHandle":841},"jlongo_gitlab",{"altText":836,"config":843},{"src":844},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463434/uoxaknpmoposbbgzqji8.png",{"componentName":510,"type":510},"jlongo","content:en-us:the-source:authors:jlongo.yml","Jlongo","en-us/the-source/authors/jlongo.yml","en-us/the-source/authors/jlongo",{"_path":852,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":853,"seo":854,"content":856,"type":511,"slug":868,"_id":869,"_type":45,"title":855,"_source":46,"_file":870,"_stem":871,"_extension":49},"/en-us/the-source/authors/joel-krooswyk",{"layout":9},{"title":855},"Joel Krooswyk",[857,867],{"componentName":499,"type":499,"componentContent":858},{"config":859,"name":855,"role":862,"bio":863,"headshot":864},{"gitlabHandle":860,"linkedInProfileUrl":861},"jkrooswyk","https://www.linkedin.com/in/joelrkrooswyk/","Federal CTO","Joel Krooswyk is the Federal CTO at GitLab. Joel has actively been involved in GitLab’s growth since 2017. His 25 years of leadership experience span not only the U.S. Public Sector, but also small, mid-market, and enterprise businesses globally. Joel combines deep government policy expertise with a wealth of experience in technology, software development, AI, and cybersecurity. He is frequently called upon by industry and agencies alike for policy commentary and response.",{"altText":855,"config":865},{"src":866},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463423/mkmdhuxsjggfvokdmdv7.jpg",{"componentName":510,"type":510},"joel-krooswyk","content:en-us:the-source:authors:joel-krooswyk.yml","en-us/the-source/authors/joel-krooswyk.yml","en-us/the-source/authors/joel-krooswyk",{"_path":873,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":874,"seo":875,"content":877,"type":511,"slug":889,"_id":890,"_type":45,"title":876,"_source":46,"_file":891,"_stem":892,"_extension":49},"/en-us/the-source/authors/josh-lemos",{"layout":9},{"title":876},"Josh Lemos",[878,888],{"componentName":499,"type":499,"componentContent":879},{"config":880,"name":876,"role":883,"bio":884,"headshot":885},{"gitlabHandle":881,"linkedInProfileUrl":882},"joshlemos","https://www.linkedin.com/in/joshlemos/","Chief Information Security Officer","Josh Lemos is the Chief Information Security Officer at GitLab Inc., where he brings 20 years of experience leading information security teams to his role. He is responsible for establishing and maintaining the enterprise vision, strategy, and program to ensure information assets and technologies are adequately protected, fortifying the Gitlab DevSecOps platform and ensuring the highest level of security for customers.",{"altText":876,"config":886},{"src":887},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463405/f4rqtiecakrekvxfhqar.jpg",{"componentName":510,"type":510},"josh-lemos","content:en-us:the-source:authors:josh-lemos.yml","en-us/the-source/authors/josh-lemos.yml","en-us/the-source/authors/josh-lemos",{"_path":894,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":895,"seo":896,"content":898,"type":511,"slug":905,"_id":906,"_type":45,"title":897,"_source":46,"_file":907,"_stem":908,"_extension":49},"/en-us/the-source/authors/julie-griffin",{"layout":9},{"title":897},"Julie Griffin",[899,904],{"componentName":499,"type":499,"componentContent":900},{"name":897,"headshot":901},{"altText":897,"config":902},{"src":903},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463371/hqkbr3uk8hw2de7tltn4.webp",{"componentName":510,"type":510},"julie-griffin","content:en-us:the-source:authors:julie-griffin.yml","en-us/the-source/authors/julie-griffin.yml","en-us/the-source/authors/julie-griffin",{"_path":910,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":911,"seo":912,"content":914,"type":511,"slug":921,"_id":922,"_type":45,"title":913,"_source":46,"_file":923,"_stem":924,"_extension":49},"/en-us/the-source/authors/kristina-weis",{"layout":9},{"title":913},"Kristina Weis",[915,920],{"componentName":499,"type":499,"componentContent":916},{"name":913,"headshot":917},{"altText":913,"config":918},{"src":919},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463469/eoolq6n6bs0zb8gmf0js.webp",{"componentName":510,"type":510},"kristina-weis","content:en-us:the-source:authors:kristina-weis.yml","en-us/the-source/authors/kristina-weis.yml","en-us/the-source/authors/kristina-weis",{"_path":926,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":927,"seo":928,"content":930,"type":511,"slug":941,"_id":942,"_type":45,"title":929,"_source":46,"_file":943,"_stem":944,"_extension":49},"/en-us/the-source/authors/lee-faus",{"layout":9},{"title":929},"Lee Faus",[931,940],{"componentName":499,"type":499,"componentContent":932},{"config":933,"name":929,"role":935,"bio":936,"headshot":937},{"gitlabHandle":934},"lfaus","Global Field CTO","Lee Faus is a Global Field CTO at GitLab. Lee has been a software architect, teacher, professor, and educator for over 25 years. He leverages his experience as an educator to bring complex technology concepts into a business forum where executives gain valuable advice to positively impact their business.",{"altText":929,"config":938},{"src":939},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463398/vivhlomglvnstamj54bo.jpg",{"componentName":510,"type":510},"lee-faus","content:en-us:the-source:authors:lee-faus.yml","en-us/the-source/authors/lee-faus.yml","en-us/the-source/authors/lee-faus",{"_path":946,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":947,"seo":948,"content":950,"type":511,"slug":954,"_id":959,"_type":45,"title":960,"_source":46,"_file":961,"_stem":962,"_extension":49},"/en-us/the-source/authors/ncregan",{"layout":9},{"title":949},"Niall Cregan",[951,958],{"componentName":499,"type":499,"componentContent":952},{"config":953,"name":949,"headshot":955},{"gitlabHandle":954},"ncregan",{"altText":949,"config":956},{"src":957},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463431/yrtwodocb4cu3j7lkhyo.png",{"componentName":510,"type":510},"content:en-us:the-source:authors:ncregan.yml","Ncregan","en-us/the-source/authors/ncregan.yml","en-us/the-source/authors/ncregan",{"_path":964,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":965,"seo":966,"content":968,"type":511,"slug":979,"_id":980,"_type":45,"title":981,"_source":46,"_file":982,"_stem":983,"_extension":49},"/en-us/the-source/authors/rschulman",{"layout":9},{"title":967},"Robin Schulman",[969,978],{"componentName":499,"type":499,"componentContent":970},{"config":971,"name":967,"role":973,"bio":974,"headshot":975},{"gitlabHandle":972},"robin","Chief Legal Officer","Robin Schulman is the Chief Legal Officer, Head of Corporate Affairs, and Corporate Secretary of GitLab Inc., the DevSecOps platform.",{"altText":967,"config":976},{"src":977},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463437/u2xfbudw1f8hhnkrgaoy.webp",{"componentName":510,"type":510},"rschulman","content:en-us:the-source:authors:rschulman.yml","Rschulman","en-us/the-source/authors/rschulman.yml","en-us/the-source/authors/rschulman",{"_path":985,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":986,"seo":987,"content":989,"type":511,"slug":998,"_id":999,"_type":45,"title":988,"_source":46,"_file":1000,"_stem":1001,"_extension":49},"/en-us/the-source/authors/sabrina-farmer",{"layout":9},{"title":988},"Sabrina Farmer",[990,997],{"componentName":499,"type":499,"componentContent":991},{"name":988,"role":992,"bio":993,"headshot":994},"Chief Technology Officer","Sabrina Farmer is the Chief Technology Officer at GitLab, where she leads software engineering, operations, and customer support teams to execute the company's technical vision and strategy and oversee the development and delivery of GitLab's products and services.\n\nPrior to GitLab, Sabrina spent nearly two decades at Google, where she most recently served as vice president of engineering, core infrastructure. During her tenure with Google, she was directly responsible for the reliability, performance, and efficiency of all of Google's billion-user products and infrastructure.\n\nA long-time advocate for women in technology, Farmer earned a B.S. in Computer Science at the University of New Orleans, where she established two scholarships to help level the playing field for inclusion and empowerment in technology.",{"altText":988,"config":995},{"src":996},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463377/udmzbjjr5xrcrffdlphx.webp",{"componentName":510,"type":510},"sabrina-farmer","content:en-us:the-source:authors:sabrina-farmer.yml","en-us/the-source/authors/sabrina-farmer.yml","en-us/the-source/authors/sabrina-farmer",{"_path":1003,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":1004,"seo":1005,"content":1007,"type":511,"slug":1017,"_id":1018,"_type":45,"title":1006,"_source":46,"_file":1019,"_stem":1020,"_extension":49},"/en-us/the-source/authors/sandra-gittlen",{"layout":9},{"title":1006},"Sandra Gittlen",[1008,1016],{"componentName":499,"type":499,"componentContent":1009},{"config":1010,"name":1006,"role":1012,"headshot":1013},{"gitlabHandle":1011},"sgittlen","Managing Editor, Blog",{"altText":1006,"config":1014},{"src":1015},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463466/r7ckb9h2zr4c2rsz3zlm.png",{"componentName":510,"type":510},"sandra-gittlen","content:en-us:the-source:authors:sandra-gittlen.yml","en-us/the-source/authors/sandra-gittlen.yml","en-us/the-source/authors/sandra-gittlen",{"_path":1022,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":1023,"seo":1024,"content":1026,"type":511,"slug":1033,"_id":1034,"_type":45,"title":1025,"_source":46,"_file":1035,"_stem":1036,"_extension":49},"/en-us/the-source/authors/sharon-gaudin",{"layout":9},{"title":1025},"Sharon Gaudin",[1027,1032],{"componentName":499,"type":499,"componentContent":1028},{"name":1025,"headshot":1029},{"altText":1025,"config":1030},{"src":1031},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463475/h6j4nnvykzyfzgvl7txb.webp",{"componentName":510,"type":510},"sharon-gaudin","content:en-us:the-source:authors:sharon-gaudin.yml","en-us/the-source/authors/sharon-gaudin.yml","en-us/the-source/authors/sharon-gaudin",{"_path":1038,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":1039,"seo":1040,"content":1042,"type":511,"slug":1054,"_id":1055,"_type":45,"title":1041,"_source":46,"_file":1056,"_stem":1057,"_extension":49},"/en-us/the-source/authors/stephen-walters",{"layout":9},{"title":1041},"Stephen Walters",[1043,1053],{"componentName":499,"type":499,"componentContent":1044},{"config":1045,"name":1041,"role":1048,"bio":1049,"headshot":1050},{"gitlabHandle":1046,"linkedInProfileUrl":1047},"swalters1","https://www.linkedin.com/in/1stephenwalters/","Field CTO, GitLab","Stephen Walters is Field CTO for GitLab. Stephen has been in the IT industry for over 30 years. He is an extensively experienced subject matter expert in Value Stream Management, DevSecOps, DevOps, ALM, SDLC and IT4IT, with management and consultancy experience across end-to-end IT disciplines. Currently also operating as an Ambassador for the DevOps Institute and an Influencer in the Value Stream Management Consortium, he is interested in all things DevOps. Stephen is a co-author of the Value Stream Reference Architectures white paper and is currently pursuing further research into Value Stream Management, Organizational Architecture and AI.",{"altText":1041,"config":1051},{"src":1052},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463392/g6ktk5qb4vcqc9wqjlf9.jpg",{"componentName":510,"type":510},"stephen-walters","content:en-us:the-source:authors:stephen-walters.yml","en-us/the-source/authors/stephen-walters.yml","en-us/the-source/authors/stephen-walters",{"_path":1059,"_dir":493,"_draft":6,"_partial":6,"_locale":7,"config":1060,"seo":1061,"content":1063,"type":511,"slug":1075,"_id":1076,"_type":45,"title":1077,"_source":46,"_file":1078,"_stem":1079,"_extension":49},"/en-us/the-source/authors/taylor-mccaslin",{"layout":9},{"title":1062},"Taylor McCaslin",[1064,1074],{"componentName":499,"type":499,"componentContent":1065},{"config":1066,"name":1062,"role":1069,"bio":1070,"headshot":1071},{"gitlabHandle":1067,"linkedInProfileUrl":1068},"tmccaslin","https://www.linkedin.com/in/taylormccaslin/","Group Manager, Product - Data Science","Taylor McCaslin is the Product Lead for AI/ML at GitLab, where he is responsible for leading the team of product managers who manage the AI Powered and ModelOps stage groups and sets the vision and direction for how to empower GitLab users to leverage data science as part of their DevOps program. Prior to joining GitLab, he held positions at Indeed, Duo Security, and WP Engine.",{"altText":1062,"config":1072},{"src":1073},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463427/trfasilaeasosxfcxmsm.jpg",{"componentName":510,"type":510},"taylor-mccaslin","content:en-us:the-source:authors:taylor-mccaslin.yml","Taylor Mccaslin","en-us/the-source/authors/taylor-mccaslin.yml","en-us/the-source/authors/taylor-mccaslin",1754424526621]