[{"data":1,"prerenderedAt":1205},["ShallowReactive",2],{"/en-us/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends":3,"footer-en-us":33,"the-source-banner-en-us":376,"the-source-navigation-en-us":388,"the-source-newsletter-en-us":416,"footer-source-/en-us/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends/":427,"article-site-categories-en-us":432,"as-ai-becomes-standard-watch-for-these-4-devsecops-trends-article-hero-category-en-us":434,"as-ai-becomes-standard-watch-for-these-4-devsecops-trends-the-source-source-cta-en-us":458,"as-ai-becomes-standard-watch-for-these-4-devsecops-trends-category-en-us":474,"as-ai-becomes-standard-watch-for-these-4-devsecops-trends-the-source-resources-en-us":486,"as-ai-becomes-standard-watch-for-these-4-devsecops-trends-article-hero-author-en-us":525},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"config":8,"seo":12,"content":16,"type":24,"slug":25,"category":5,"_id":26,"_type":27,"title":28,"_source":29,"_file":30,"_stem":31,"_extension":32},"/en-us/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","ai",false,"",{"layout":9,"template":10,"author":11,"featured":6},"the-source","TheSourceArticle","ddesanto",{"title":13,"description":14,"ogImage":15},"As AI becomes standard, watch for these 4 DevSecOps trends","Harnessing AI to drive innovation and deliver enhanced customer value will be critical to staying competitive in the AI-driven marketplace.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1751464636/htrk5th3q0tq1rcfntkp.png",{"title":13,"date":17,"description":14,"timeToRead":18,"heroImage":15,"keyTakeaways":19,"articleBody":23},"2024-01-17","6 min read",[20,21,22],"AI in DevSecOps demands proactive advocacy for responsible use and addressing global trends like AI bias and privacy risks.","Embracing AI in code testing will redefine QA roles, requiring new skills and oversight for improved software quality.","GitLab Duo offers AI benefits with clear ownership and privacy commitments.","AI’s role in software development is reaching a pivotal moment - one that will compel organizations and their DevSecOps leaders to be more proactive in advocating for effective and responsible AI utilization.\n\nSimultaneously, developers and the wider DevSecOps community must prepare to address four global trends in AI: the increased use of AI in code testing, ongoing threats to IP ownership and privacy, a rise in AI bias, and - despite all of these challenges - an increased reliance on AI technologies. Successfully aligning with these trends will position organizations and DevSecOps teams for success. Ignoring them could stifle innovation or, worse, derail your business strategy.\n\n## From luxury to standard: Organizations will embrace AI across the board\nIntegrating AI will become standard, not a luxury, across all industries of products and services, leveraging DevSecOps to build AI functionality alongside the software that will leverage it. Harnessing AI to drive innovation and deliver enhanced customer value will be critical to staying competitive in the AI-driven marketplace.\n\nFrom my conversations with GitLab customers and monitoring industry trends, with organizations pushing the boundaries of efficiency through AI adoption, more than two-thirds of businesses will embed AI capabilities within their offerings by the end of 2024. Organizations are evolving from experimenting with AI to becoming AI-centric.\n\nTo prepare, organizations must invest in revising software development governance and emphasizing continuous learning and adaptation in AI technologies. This will require a cultural and strategic shift. It demands rethinking business processes, product development, and customer engagement strategies. And it requires training - which DevSecOps teams say they want and need. In our latest [Global DevSecOps Report](https://about.gitlab.com/developer-survey/), 81% of respondents said they would like more training on how to use AI effectively.\n\nAs AI becomes more sophisticated and integral to business operations, companies will need to navigate the ethical implications and societal impacts of their AI-driven solutions, ensuring that they contribute positively to their customers and communities.\n\n## AI will dominate code-testing workflows\n\nThe evolution of AI in DevSecOps is already transforming code testing, and the trend is expected to accelerate. GitLab’s research found that only 41% of DevSecOps teams currently use AI for automated test generation as part of software development, but that number is expected to reach 80% by the end of 2024 and approach 100% within two years.\n\nAs organizations integrate AI tools into their workflows, they are grappling with the challenges of aligning their current processes with the efficiency and scalability gains that AI can provide. This shift promises a radical increase in productivity and accuracy - but it also demands significant adjustments to traditional testing roles and practices. Adapting to AI-powered workflows requires training DevSecOps teams in AI oversight and fine-tuning AI systems to facilitate its integration into code testing to enhance software products’ overall quality and reliability.\n\nAdditionally, this trend will redefine the role of quality assurance professionals, requiring them to evolve their skills to oversee and enhance AI-based testing systems. It’s impossible to overstate the importance of human oversight, as AI systems will require continuous monitoring and guidance to be highly effective.\n\n## AI’s threat to IP and privacy in software security will accelerate\n\nThe growing adoption of AI-powered code creation increases the risk of AI-introduced vulnerabilities and the chance of widespread IP leakage and data privacy breaches affecting software security, corporate confidentiality, and customer data protection.\n\nTo mitigate those risks, businesses must prioritize robust IP and privacy protections in their AI adoption strategies and ensure that AI is implemented with full transparency about how it’s being used. Implementing stringent data governance policies and employing advanced detection systems will be crucial to identifying and addressing AI-related risks. Fostering heightened awareness of these issues through employee training and encouraging a proactive risk management culture is vital to safeguarding IP and data privacy.\n\nThe security challenges of AI also underscore the ongoing need to implement DevSecOps practices throughout the software development life cycle, where security and privacy are not afterthoughts but are integral parts of the development process from the outset. In short, businesses must keep security at the forefront when adopting AI - similar to the shift left concept within DevSecOps - to ensure that innovations leveraging AI do not come at the cost of security and privacy.\n\n## Brace for a rise in AI bias before we see better days\n\nWhile 2023 was AI’s breakout year, its rise put a spotlight on bias in algorithms. AI tools that rely on internet data for training inherit the full range of biases expressed across online content. This development poses a dual challenge: exacerbating existing biases and creating new ones that impact the fairness and impartiality of AI in DevSecOps.\n\nTo counteract pervasive bias, developers must focus on diversifying their training datasets, incorporating fairness metrics, and deploying bias-detection tools in AI models, as well as explore AI models designed for specific use cases. One promising avenue to explore is using AI feedback to evaluate AI models based on a clear set of principles, or a “constitution,” that establishes firm guidelines about what AI will and won’t do. Establishing ethical guidelines and training interventions are crucial to ensure unbiased AI outputs.\n\nOrganizations must establish robust data governance frameworks to ensure the quality and reliability of the data in their AI systems. AI systems are only as good as the data they process, and bad data can lead to inaccurate outputs and poor decisions.\n\nDevelopers and the broader tech community should demand and facilitate the development of unbiased AI through constitutional AI or reinforcement learning with human feedback aimed at reducing bias. This requires a concerted effort across AI providers and users to ensure responsible AI development that prioritizes fairness and transparency.\n\n## Preparing for the AI revolution in DevSecOps\nAs organizations ramp up their shift toward AI-centric business models, it’s not just about staying competitive - it’s also about survival. Business leaders and DevSecOps teams will need to confront the anticipated challenges amplified by using AI - whether they be threats to privacy, trust in what AI produces, or issues of cultural resistance.\n\nCollectively, these developments represent a new era in software development and security. Navigating these changes requires a comprehensive approach encompassing ethical AI development and use, vigilant security and governance measures, and a commitment to preserving privacy. The actions organizations and DevSecOps teams take now will set the course for the long-term future of AI in DevSecOps, ensuring its ethical, secure, and beneficial deployment.\n\n_This article was originally published January 7, 2024, on [TechCrunch](https://techcrunch.com/2024/01/07/as-ai-becomes-standard-watch-for-these-4-devsecops-trends/)._\n","article","as-ai-becomes-standard-watch-for-these-4-devsecops-trends","content:en-us:the-source:ai:as-ai-becomes-standard-watch-for-these-4-devsecops-trends.yml","yaml","As Ai Becomes Standard Watch For These 4 Devsecops Trends","content","en-us/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends.yml","en-us/the-source/ai/as-ai-becomes-standard-watch-for-these-4-devsecops-trends","yml",{"_path":34,"_dir":35,"_draft":6,"_partial":6,"_locale":7,"data":36,"_id":372,"_type":27,"title":373,"_source":29,"_file":374,"_stem":375,"_extension":32},"/shared/en-us/main-footer","en-us",{"text":37,"source":38,"edit":44,"contribute":49,"config":54,"items":59,"minimal":364},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":39,"config":40},"View page source",{"href":41,"dataGaName":42,"dataGaLocation":43},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":45,"config":46},"Edit this page",{"href":47,"dataGaName":48,"dataGaLocation":43},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":50,"config":51},"Please contribute",{"href":52,"dataGaName":53,"dataGaLocation":43},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":55,"facebook":56,"youtube":57,"linkedin":58},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[60,118,175,234,302],{"title":61,"links":62,"subMenu":78},"Pricing",[63,68,73],{"text":64,"config":65},"View plans",{"href":66,"dataGaName":67,"dataGaLocation":43},"/pricing/","view plans",{"text":69,"config":70},"Why Premium?",{"href":71,"dataGaName":72,"dataGaLocation":43},"/pricing/premium/","why premium",{"text":74,"config":75},"Why Ultimate?",{"href":76,"dataGaName":77,"dataGaLocation":43},"/pricing/ultimate/","why ultimate",[79],{"title":80,"links":81},"Contact Us",[82,87,92,97,102,107,112],{"text":83,"config":84},"Contact sales",{"href":85,"dataGaName":86,"dataGaLocation":43},"/sales/","sales",{"text":88,"config":89},"Get help",{"href":90,"dataGaName":91,"dataGaLocation":43},"/support/","get help",{"text":93,"config":94},"Customer portal",{"href":95,"dataGaName":96,"dataGaLocation":43},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"text":98,"config":99},"Status",{"href":100,"dataGaName":101,"dataGaLocation":43},"https://status.gitlab.com/","status",{"text":103,"config":104},"Terms of use",{"href":105,"dataGaName":106,"dataGaLocation":43},"/terms/","terms of use",{"text":108,"config":109},"Privacy statement",{"href":110,"dataGaName":111,"dataGaLocation":43},"/privacy/","privacy statement",{"text":113,"config":114},"Cookie preferences",{"dataGaName":115,"dataGaLocation":43,"id":116,"isOneTrustButton":117},"cookie preferences","ot-sdk-btn",true,{"title":119,"links":120,"subMenu":131},"Product",[121,126],{"text":122,"config":123},"DevSecOps platform",{"href":124,"dataGaName":125,"dataGaLocation":43},"/platform/","devsecops platform",{"text":127,"config":128},"AI-Assisted Development",{"href":129,"dataGaName":130,"dataGaLocation":43},"/gitlab-duo/","ai-assisted development",[132],{"title":133,"links":134},"Topics",[135,140,145,150,155,160,165,170],{"text":136,"config":137},"CICD",{"href":138,"dataGaName":139,"dataGaLocation":43},"/topics/ci-cd/","cicd",{"text":141,"config":142},"GitOps",{"href":143,"dataGaName":144,"dataGaLocation":43},"/topics/gitops/","gitops",{"text":146,"config":147},"DevOps",{"href":148,"dataGaName":149,"dataGaLocation":43},"/topics/devops/","devops",{"text":151,"config":152},"Version Control",{"href":153,"dataGaName":154,"dataGaLocation":43},"/topics/version-control/","version control",{"text":156,"config":157},"DevSecOps",{"href":158,"dataGaName":159,"dataGaLocation":43},"/topics/devsecops/","devsecops",{"text":161,"config":162},"Cloud Native",{"href":163,"dataGaName":164,"dataGaLocation":43},"/topics/cloud-native/","cloud native",{"text":166,"config":167},"AI for Coding",{"href":168,"dataGaName":169,"dataGaLocation":43},"/topics/devops/ai-for-coding/","ai for coding",{"text":171,"config":172},"Agentic AI",{"href":173,"dataGaName":174,"dataGaLocation":43},"/topics/agentic-ai/","agentic ai",{"title":176,"links":177},"Solutions",[178,182,187,192,197,201,206,209,214,219,224,229],{"text":179,"config":180},"Application Security Testing",{"href":181,"dataGaName":179,"dataGaLocation":43},"/solutions/application-security-testing/",{"text":183,"config":184},"Automated software delivery",{"href":185,"dataGaName":186,"dataGaLocation":43},"/solutions/delivery-automation/","automated software delivery",{"text":188,"config":189},"Agile development",{"href":190,"dataGaName":191,"dataGaLocation":43},"/solutions/agile-delivery/","agile delivery",{"text":193,"config":194},"SCM",{"href":195,"dataGaName":196,"dataGaLocation":43},"/solutions/source-code-management/","source code management",{"text":136,"config":198},{"href":199,"dataGaName":200,"dataGaLocation":43},"/solutions/continuous-integration/","continuous integration & delivery",{"text":202,"config":203},"Value stream management",{"href":204,"dataGaName":205,"dataGaLocation":43},"/solutions/value-stream-management/","value stream management",{"text":141,"config":207},{"href":208,"dataGaName":144,"dataGaLocation":43},"/solutions/gitops/",{"text":210,"config":211},"Enterprise",{"href":212,"dataGaName":213,"dataGaLocation":43},"/enterprise/","enterprise",{"text":215,"config":216},"Small business",{"href":217,"dataGaName":218,"dataGaLocation":43},"/small-business/","small business",{"text":220,"config":221},"Public sector",{"href":222,"dataGaName":223,"dataGaLocation":43},"/solutions/public-sector/","public sector",{"text":225,"config":226},"Education",{"href":227,"dataGaName":228,"dataGaLocation":43},"/solutions/education/","education",{"text":230,"config":231},"Financial services",{"href":232,"dataGaName":233,"dataGaLocation":43},"/solutions/finance/","financial services",{"title":235,"links":236},"Resources",[237,242,247,252,257,262,267,272,277,282,287,292,297],{"text":238,"config":239},"Install",{"href":240,"dataGaName":241,"dataGaLocation":43},"/install/","install",{"text":243,"config":244},"Quick start guides",{"href":245,"dataGaName":246,"dataGaLocation":43},"/get-started/","quick setup checklists",{"text":248,"config":249},"Learn",{"href":250,"dataGaName":251,"dataGaLocation":43},"https://university.gitlab.com/","learn",{"text":253,"config":254},"Product documentation",{"href":255,"dataGaName":256,"dataGaLocation":43},"https://docs.gitlab.com/","docs",{"text":258,"config":259},"Blog",{"href":260,"dataGaName":261,"dataGaLocation":43},"/blog/","blog",{"text":263,"config":264},"Customer success stories",{"href":265,"dataGaName":266,"dataGaLocation":43},"/customers/","customer success stories",{"text":268,"config":269},"Remote",{"href":270,"dataGaName":271,"dataGaLocation":43},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"text":273,"config":274},"GitLab Services",{"href":275,"dataGaName":276,"dataGaLocation":43},"/services/","services",{"text":278,"config":279},"TeamOps",{"href":280,"dataGaName":281,"dataGaLocation":43},"/teamops/","teamops",{"text":283,"config":284},"Community",{"href":285,"dataGaName":286,"dataGaLocation":43},"/community/","community",{"text":288,"config":289},"Forum",{"href":290,"dataGaName":291,"dataGaLocation":43},"https://forum.gitlab.com/","forum",{"text":293,"config":294},"Events",{"href":295,"dataGaName":296,"dataGaLocation":43},"/events/","events",{"text":298,"config":299},"Partners",{"href":300,"dataGaName":301,"dataGaLocation":43},"/partners/","partners",{"title":303,"links":304},"Company",[305,310,315,320,325,330,335,339,344,349,354,359],{"text":306,"config":307},"About",{"href":308,"dataGaName":309,"dataGaLocation":43},"/company/","company",{"text":311,"config":312},"Jobs",{"href":313,"dataGaName":314,"dataGaLocation":43},"/jobs/","jobs",{"text":316,"config":317},"Leadership",{"href":318,"dataGaName":319,"dataGaLocation":43},"/company/team/e-group/","leadership",{"text":321,"config":322},"Team",{"href":323,"dataGaName":324,"dataGaLocation":43},"/company/team/","team",{"text":326,"config":327},"Handbook",{"href":328,"dataGaName":329,"dataGaLocation":43},"https://handbook.gitlab.com/","handbook",{"text":331,"config":332},"Investor relations",{"href":333,"dataGaName":334,"dataGaLocation":43},"https://ir.gitlab.com/","investor relations",{"text":336,"config":337},"Sustainability",{"href":338,"dataGaName":336,"dataGaLocation":43},"/sustainability/",{"text":340,"config":341},"Diversity, inclusion and belonging (DIB)",{"href":342,"dataGaName":343,"dataGaLocation":43},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":345,"config":346},"Trust Center",{"href":347,"dataGaName":348,"dataGaLocation":43},"/security/","trust center",{"text":350,"config":351},"Newsletter",{"href":352,"dataGaName":353,"dataGaLocation":43},"/company/contact/","newsletter",{"text":355,"config":356},"Press",{"href":357,"dataGaName":358,"dataGaLocation":43},"/press/","press",{"text":360,"config":361},"Modern Slavery Transparency Statement",{"href":362,"dataGaName":363,"dataGaLocation":43},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":365},[366,368,370],{"text":103,"config":367},{"href":105,"dataGaName":106,"dataGaLocation":43},{"text":108,"config":369},{"href":110,"dataGaName":111,"dataGaLocation":43},{"text":113,"config":371},{"dataGaName":115,"dataGaLocation":43,"id":116,"isOneTrustButton":117},"content:shared:en-us:main-footer.yml","Main Footer","shared/en-us/main-footer.yml","shared/en-us/main-footer",{"_path":377,"_dir":378,"_draft":6,"_partial":6,"_locale":7,"visibility":117,"id":379,"title":380,"button":381,"_id":385,"_type":27,"_source":29,"_file":386,"_stem":387,"_extension":32},"/shared/en-us/the-source/banner/the-economics-of-software-innovation-2025-08-18","banner","The Economics of Software Innovation","The Economics of Software Innovation—AI’s $750 Billion Opportunity",{"config":382,"text":384},{"href":383},"/software-innovation-report/","Get the research report","content:shared:en-us:the-source:banner:the-economics-of-software-innovation-2025-08-18.yml","shared/en-us/the-source/banner/the-economics-of-software-innovation-2025-08-18.yml","shared/en-us/the-source/banner/the-economics-of-software-innovation-2025-08-18",{"_path":389,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"logo":390,"subscribeLink":395,"navItems":399,"_id":412,"_type":27,"title":413,"_source":29,"_file":414,"_stem":415,"_extension":32},"/shared/en-us/the-source/navigation",{"altText":391,"config":392},"the source logo",{"src":393,"href":394},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1750191004/t7wz1klfb2kxkezksv9t.svg","/the-source/",{"text":396,"config":397},"Subscribe",{"href":398},"#subscribe",[400,404,408],{"text":401,"config":402},"Artificial Intelligence",{"href":403},"/the-source/ai/",{"text":405,"config":406},"Security & Compliance",{"href":407},"/the-source/security/",{"text":409,"config":410},"Platform & Infrastructure",{"href":411},"/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":417,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"title":418,"description":419,"submitMessage":420,"formData":421,"_id":424,"_type":27,"_source":29,"_file":425,"_stem":426,"_extension":32},"/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":422},{"formId":423,"formName":353,"hideRequiredLabel":117},1077,"content:shared:en-us:the-source:newsletter.yml","shared/en-us/the-source/newsletter.yml","shared/en-us/the-source/newsletter",{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"config":428,"seo":429,"content":430,"type":24,"slug":25,"category":5,"_id":26,"_type":27,"title":28,"_source":29,"_file":30,"_stem":31,"_extension":32},{"layout":9,"template":10,"author":11,"featured":6},{"title":13,"description":14,"ogImage":15},{"title":13,"date":17,"description":14,"timeToRead":18,"heroImage":15,"keyTakeaways":431,"articleBody":23},[20,21,22],{"categoryNames":433},{"ai":401,"platform":409,"security":405},{"_path":435,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"type":436,"config":437,"seo":438,"content":441,"slug":5,"_id":455,"_type":27,"title":7,"_source":29,"_file":456,"_stem":457,"_extension":32},"/en-us/the-source/ai","category",{"layout":9},{"title":401,"description":439,"ogImage":440},"Explore expert insights on how AI is transforming software development, and how organizations can get the most out of their AI investments.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463300/eoudcbj5aoucl0spsp0c.png",[442,447],{"componentName":443,"type":443,"componentContent":444},"TheSourceCategoryHero",{"title":401,"description":439,"image":445},{"config":446},{"src":440},{"componentName":448,"type":448,"componentContent":449},"TheSourceCategoryMainSection",{"config":450},{"sourceCTAs":451},[452,453,454],"source-lp-how-to-get-started-using-ai-in-software-development","navigating-ai-maturity-in-devsecops","source-lp-ai-guide-for-enterprise-leaders-building-the-right-approach","content:en-us:the-source:ai:index.yml","en-us/the-source/ai/index.yml","en-us/the-source/ai/index",{"_path":459,"_dir":460,"_draft":6,"_partial":6,"_locale":7,"config":461,"title":463,"description":464,"link":465,"_id":471,"_type":27,"_source":29,"_file":472,"_stem":473,"_extension":32},"/shared/en-us/the-source/source-lp-ctas/application-security-in-the-digital-age","source-lp-ctas",{"slug":462},"application-security-in-the-digital-age","Application security in the digital age","Read our survey findings from more than 5,000 DevSecOps professionals worldwide for insights on how organizations are grappling with increasing attack surfaces and changing attitudes towards security and AI.",{"text":466,"config":467},"Read the report",{"href":468,"dataGaName":469,"dataGaLocation":470},"/developer-survey/2024/security-compliance/","Application Security in the Digital Age","thesource","content:shared:en-us:the-source:source-lp-ctas:application-security-in-the-digital-age.yml","shared/en-us/the-source/source-lp-ctas/application-security-in-the-digital-age.yml","shared/en-us/the-source/source-lp-ctas/application-security-in-the-digital-age",{"_path":435,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"type":436,"config":475,"seo":476,"content":477,"slug":5,"_id":455,"_type":27,"title":7,"_source":29,"_file":456,"_stem":457,"_extension":32},{"layout":9},{"title":401,"description":439,"ogImage":440},[478,482],{"componentName":443,"type":443,"componentContent":479},{"title":401,"description":439,"image":480},{"config":481},{"src":440},{"componentName":448,"type":448,"componentContent":483},{"config":484},{"sourceCTAs":485},[452,453,454],[487,499,512],{"_path":488,"_dir":460,"_draft":6,"_partial":6,"_locale":7,"config":489,"title":490,"description":491,"link":492,"_id":496,"_type":27,"_source":29,"_file":497,"_stem":498,"_extension":32},"/shared/en-us/the-source/source-lp-ctas/navigating-ai-maturity-in-devsecops",{"slug":453},"Navigating AI maturity in DevSecOps","Read our survey findings from more than 5,000 DevSecOps professionals worldwide for insights on how organizations are incorporating AI into the software development lifecycle.",{"text":466,"config":493},{"href":494,"dataGaName":495,"dataGaLocation":470},"/developer-survey/2024/ai/","Navigating AI Maturity in DevSecOps","content:shared:en-us:the-source:source-lp-ctas:navigating-ai-maturity-in-devsecops.yml","shared/en-us/the-source/source-lp-ctas/navigating-ai-maturity-in-devsecops.yml","shared/en-us/the-source/source-lp-ctas/navigating-ai-maturity-in-devsecops",{"_path":500,"_dir":460,"_draft":6,"_partial":6,"_locale":7,"config":501,"title":502,"description":503,"link":504,"_id":509,"_type":27,"_source":29,"_file":510,"_stem":511,"_extension":32},"/shared/en-us/the-source/source-lp-ctas/source-lp-ai-guide-for-enterprise-leaders-building-the-right-approach",{"slug":454},"AI guide for enterprise leaders: Building the right approach","Download our guide for enterprise leaders to learn how to prepare your C-suite, executive leadership, and development teams for what AI can do today — and will do in the near future — to accelerate software development.",{"text":505,"config":506},"Read the guide",{"href":507,"dataGaName":508,"dataGaLocation":470},"/the-source/ai/ai-guide-for-enterprise-leaders-building-the-right-approach/","AI Guide For Enterprise Leaders: Building the Right Approach","content:shared:en-us:the-source:source-lp-ctas:source-lp-ai-guide-for-enterprise-leaders-building-the-right-approach.yml","shared/en-us/the-source/source-lp-ctas/source-lp-ai-guide-for-enterprise-leaders-building-the-right-approach.yml","shared/en-us/the-source/source-lp-ctas/source-lp-ai-guide-for-enterprise-leaders-building-the-right-approach",{"_path":513,"_dir":460,"_draft":6,"_partial":6,"_locale":7,"config":514,"title":515,"description":516,"link":517,"_id":522,"_type":27,"_source":29,"_file":523,"_stem":524,"_extension":32},"/shared/en-us/the-source/source-lp-ctas/source-lp-how-to-get-started-using-ai-in-software-development",{"slug":452},"How to get started using AI in software development","Learn how to strategically implement AI to boost efficiency, security, and reduce context switching. Empower every member of your team with AI capabilities.",{"text":518,"config":519},"Download the guide",{"href":520,"dataGaName":521,"dataGaLocation":470},"/the-source/ai/getting-started-with-ai-in-software-development-a-guide-for-leaders/","How to Get Started Using AI in Software Development","content:shared:en-us:the-source:source-lp-ctas:source-lp-how-to-get-started-using-ai-in-software-development.yml","shared/en-us/the-source/source-lp-ctas/source-lp-how-to-get-started-using-ai-in-software-development.yml","shared/en-us/the-source/source-lp-ctas/source-lp-how-to-get-started-using-ai-in-software-development",[526,551,567,585,601,621,642,664,680,697,716,737,755,776,792,811,828,846,866,884,902,922,941,962,983,999,1015,1035,1053,1071,1088,1109,1127,1146,1162,1183],{"_path":527,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":529,"seo":530,"content":532,"type":546,"slug":547,"_id":548,"_type":27,"title":531,"_source":29,"_file":549,"_stem":550,"_extension":32},"/en-us/the-source/authors/amanda-rueda","authors",{"layout":9},{"title":531},"Amanda Rueda",[533,544],{"type":534,"componentName":534,"componentContent":535},"TheSourceAuthorHero",{"config":536,"name":531,"role":539,"bio":540,"headshot":541},{"gitlabHandle":537,"linkedInProfileUrl":538},"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":531,"config":542},{"src":543},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463383/osecw1pzbxvb7fhqhiky.png",{"componentName":545,"type":545},"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":552,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":553,"seo":554,"content":556,"type":546,"slug":563,"_id":564,"_type":27,"title":555,"_source":29,"_file":565,"_stem":566,"_extension":32},"/en-us/the-source/authors/andre-michael-braun",{"layout":9},{"title":555},"Andre Michael Braun",[557,562],{"type":534,"componentName":534,"componentContent":558},{"name":555,"headshot":559},{"altText":555,"config":560},{"src":561},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463336/yl27k7wdlnkzsizwknn1.jpg",{"componentName":545,"type":545},"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":568,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":569,"seo":570,"content":572,"type":546,"slug":581,"_id":582,"_type":27,"title":571,"_source":29,"_file":583,"_stem":584,"_extension":32},"/en-us/the-source/authors/andrew-haschka",{"layout":9},{"title":571},"Andrew Haschka",[573,580],{"type":534,"componentName":534,"componentContent":574},{"name":571,"role":575,"bio":576,"headshot":577},"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":571,"config":578},{"src":579},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463349/z1qnc4uxmqgg3hnm3da4.png",{"componentName":545,"type":545},"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":586,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":587,"seo":588,"content":590,"type":546,"slug":597,"_id":598,"_type":27,"title":589,"_source":29,"_file":599,"_stem":600,"_extension":32},"/en-us/the-source/authors/ayoub-fandi",{"layout":9},{"title":589},"Ayoub Fandi",[591,596],{"componentName":534,"type":534,"componentContent":592},{"name":589,"headshot":593},{"altText":589,"config":594},{"src":595},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463329/wyp554loeyoibx3ozren.jpg",{"componentName":545,"type":545},"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":602,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":603,"seo":604,"content":606,"type":546,"slug":617,"_id":618,"_type":27,"title":605,"_source":29,"_file":619,"_stem":620,"_extension":32},"/en-us/the-source/authors/bob-stevens",{"layout":9},{"title":605},"Bob Stevens",[607,616],{"componentName":534,"type":534,"componentContent":608},{"config":609,"name":605,"role":612,"headshot":613},{"gitlabHandle":610,"linkedInProfileUrl":611},"bstevens1","https://www.linkedin.com/in/bob-stevens-1237564/","Public Sector Area Vice President, GitLab",{"altText":605,"config":614},{"src":615},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1752687939/mv3lhtimdzr8jmfqmbk1.jpg",{"componentName":545,"type":545},"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":622,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":623,"seo":624,"content":626,"type":546,"slug":638,"_id":639,"_type":27,"title":625,"_source":29,"_file":640,"_stem":641,"_extension":32},"/en-us/the-source/authors/brian-wald",{"layout":9},{"title":625},"Brian Wald",[627,637],{"componentName":534,"type":534,"componentContent":628},{"config":629,"name":625,"role":632,"bio":633,"headshot":634},{"gitlabHandle":630,"linkedInProfileUrl":631},"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":625,"config":635},{"src":636},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463417/fugpbux9miqbdx3wewtu.jpg",{"componentName":545,"type":545},"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":643,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":644,"seo":645,"content":647,"type":546,"slug":660,"_id":661,"_type":27,"title":646,"_source":29,"_file":662,"_stem":663,"_extension":32},"/en-us/the-source/authors/bryan-ross",{"layout":9},{"title":646},"Bryan Ross",[648,659],{"componentName":534,"type":534,"componentContent":649},{"config":650,"name":646,"role":654,"bio":655,"headshot":656},{"gitlabHandle":651,"twitterXProfileUrl":652,"linkedInProfileUrl":653},"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":646,"config":657},{"src":658},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463324/mvdyvskii4hltdrgqxom.jpg",{"componentName":545,"type":545},"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":665,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":666,"seo":667,"content":669,"type":546,"slug":676,"_id":677,"_type":27,"title":668,"_source":29,"_file":678,"_stem":679,"_extension":32},"/en-us/the-source/authors/chandler-gibbons",{"layout":9},{"title":668},"Chandler Gibbons",[670,675],{"componentName":534,"type":534,"componentContent":671},{"name":668,"headshot":672},{"altText":668,"config":673},{"src":674},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463362/o7g9fqtqtjvegfwniuxh.jpg",{"componentName":545,"type":545},"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":681,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"type":546,"slug":682,"config":683,"seo":684,"content":687,"_id":694,"_type":27,"title":686,"_source":29,"_file":695,"_stem":696,"_extension":32},"/en-us/the-source/authors/cherry-han","cherry-han",{"layout":9},{"config":685,"title":686},{"noIndex":6},"Cherry Han",[688,693],{"type":534,"componentName":534,"componentContent":689},{"name":686,"role":654,"headshot":690},{"altText":686,"config":691},{"src":692},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1761776627/t180vz6lhsdju6oucbvl.webp",{"type":545,"componentName":545},"content:en-us:the-source:authors:cherry-han.yml","en-us/the-source/authors/cherry-han.yml","en-us/the-source/authors/cherry-han",{"_path":698,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":699,"seo":700,"content":702,"type":546,"slug":712,"_id":713,"_type":27,"title":701,"_source":29,"_file":714,"_stem":715,"_extension":32},"/en-us/the-source/authors/dave-steer",{"layout":9},{"title":701},"Dave Steer",[703,711],{"componentName":534,"type":534,"componentContent":704},{"config":705,"name":701,"role":707,"headshot":708},{"gitlabHandle":706},"dsteer","Vice President, Product Marketing",{"altText":701,"config":709},{"src":710},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463457/zbtapdkglu3yb9suaq7w.png",{"componentName":545,"type":545},"dave-steer","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":717,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":718,"seo":719,"content":721,"type":546,"slug":11,"_id":733,"_type":27,"title":734,"_source":29,"_file":735,"_stem":736,"_extension":32},"/en-us/the-source/authors/ddesanto",{"layout":9},{"title":720},"David DeSanto",[722,732],{"componentName":534,"type":534,"componentContent":723},{"config":724,"name":720,"role":727,"bio":728,"headshot":729},{"gitlabHandle":725,"linkedInProfileUrl":726},"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":720,"config":730},{"src":731},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463446/bgnljs84zcsxj0t6nvix.png",{"componentName":545,"type":545},"content:en-us:the-source:authors:ddesanto.yml","Ddesanto","en-us/the-source/authors/ddesanto.yml","en-us/the-source/authors/ddesanto",{"_path":738,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":739,"seo":740,"content":742,"type":546,"slug":750,"_id":751,"_type":27,"title":752,"_source":29,"_file":753,"_stem":754,"_extension":32},"/en-us/the-source/authors/derek-debellis",{"layout":9},{"title":741},"Derek DeBellis",[743,749],{"componentName":534,"type":534,"componentContent":744},{"name":741,"role":745,"headshot":746},"Lead Researcher, Google's DORA team ",{"altText":741,"config":747},{"src":748},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463385/sbnjwfaguszi5g2smzr7.png",{"componentName":545,"type":545},"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":756,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":757,"seo":758,"content":760,"type":546,"slug":772,"_id":773,"_type":27,"title":759,"_source":29,"_file":774,"_stem":775,"_extension":32},"/en-us/the-source/authors/emilio-salvador",{"layout":9},{"title":759},"Emilio Salvador",[761,771],{"componentName":534,"type":534,"componentContent":762},{"config":763,"name":759,"role":766,"bio":767,"headshot":768},{"gitlabHandle":764,"linkedInProfileUrl":765},"esalvadorp","https://www.linkedin.com/in/emiliosp/","Vice President, Strategy and Developer Relations, GitLab","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":759,"config":769},{"src":770},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463402/g0snp3uisjm4tj3pkqcw.jpg",{"componentName":545,"type":545},"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":777,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":778,"seo":779,"content":781,"type":546,"slug":788,"_id":789,"_type":27,"title":780,"_source":29,"_file":790,"_stem":791,"_extension":32},"/en-us/the-source/authors/erika-feldman",{"layout":9},{"title":780},"Erika Feldman",[782,787],{"componentName":534,"type":534,"componentContent":783},{"name":780,"headshot":784},{"altText":780,"config":785},{"src":786},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463354/d9quqvz7d2ayjwif7vdn.png",{"componentName":545,"type":545},"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":793,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":794,"seo":795,"content":797,"type":546,"slug":807,"_id":808,"_type":27,"title":796,"_source":29,"_file":809,"_stem":810,"_extension":32},"/en-us/the-source/authors/george-kichukov",{"layout":9},{"title":796},"George Kichukov",[798,806],{"componentName":534,"type":534,"componentContent":799},{"config":800,"name":796,"role":654,"bio":802,"headshot":803},{"gitlabHandle":801},"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":796,"config":804},{"src":805},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463366/dk2knfancgsxocjkmyoa.jpg",{"componentName":545,"type":545},"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":812,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":813,"seo":814,"content":816,"type":546,"slug":823,"_id":824,"_type":27,"title":825,"_source":29,"_file":826,"_stem":827,"_extension":32},"/en-us/the-source/authors/gitlab",{"layout":9},{"title":815},"GitLab",[817,822],{"componentName":534,"type":534,"componentContent":818},{"name":815,"headshot":819},{"altText":815,"config":820},{"src":821},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463461/ts7io0hgpdyqylbzfire.png",{"componentName":545,"type":545},"gitlab","content:en-us:the-source:authors:gitlab.yml","Gitlab","en-us/the-source/authors/gitlab.yml","en-us/the-source/authors/gitlab",{"_path":829,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":830,"seo":831,"content":833,"type":546,"slug":842,"_id":843,"_type":27,"title":832,"_source":29,"_file":844,"_stem":845,"_extension":32},"/en-us/the-source/authors/grant-hickman",{"layout":9},{"title":832},"Grant Hickman",[834,841],{"componentName":534,"type":534,"componentContent":835},{"config":836,"name":832,"headshot":838},{"gitlabHandle":837},"g.hickman",{"altText":832,"config":839},{"src":840},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463463/f3uqwtugqotyhwutz5gu.png",{"componentName":545,"type":545},"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":847,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":848,"seo":849,"content":851,"type":546,"slug":862,"_id":863,"_type":27,"title":850,"_source":29,"_file":864,"_stem":865,"_extension":32},"/en-us/the-source/authors/haim-snir",{"layout":9},{"title":850},"Haim Snir",[852,861],{"componentName":534,"type":534,"componentContent":853},{"config":854,"name":850,"role":857,"headshot":858},{"gitlabHandle":855,"linkedInProfileUrl":856},"hsnir1","https://www.linkedin.com/in/haimsnir/","Senior Product Manager, Dev & Analytics, GitLab",{"altText":850,"config":859},{"src":860},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463395/nubmshvaq8wpomopllni.png",{"componentName":545,"type":545},"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":867,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":868,"seo":869,"content":871,"type":546,"slug":875,"_id":880,"_type":27,"title":881,"_source":29,"_file":882,"_stem":883,"_extension":32},"/en-us/the-source/authors/iganbaruch",{"layout":9},{"title":870},"Itzik Gan Baruch",[872,879],{"componentName":534,"type":534,"componentContent":873},{"config":874,"name":870,"headshot":876},{"gitlabHandle":875},"iganbaruch",{"altText":870,"config":877},{"src":878},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463443/vibb2fkc0ojni2d1eqde.png",{"componentName":545,"type":545},"content:en-us:the-source:authors:iganbaruch.yml","Iganbaruch","en-us/the-source/authors/iganbaruch.yml","en-us/the-source/authors/iganbaruch",{"_path":885,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"type":546,"slug":886,"config":887,"seo":888,"content":891,"_id":899,"_type":27,"title":890,"_source":29,"_file":900,"_stem":901,"_extension":32},"/en-us/the-source/authors/jason-morgan","jason-morgan",{"layout":9},{"config":889,"title":890},{"noIndex":6},"Jason Morgan",[892,898],{"type":534,"componentName":534,"componentContent":893},{"name":890,"role":894,"headshot":895},"Staff Solutions Architect",{"altText":890,"config":896},{"src":897},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758808571/n1inburdbemlmpcg9atj.jpg",{"type":545,"componentName":545},"content:en-us:the-source:authors:jason-morgan.yml","en-us/the-source/authors/jason-morgan.yml","en-us/the-source/authors/jason-morgan",{"_path":903,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"type":546,"slug":904,"config":905,"seo":906,"content":909,"_id":919,"_type":27,"title":908,"_source":29,"_file":920,"_stem":921,"_extension":32},"/en-us/the-source/authors/jessie-young","jessie-young",{"layout":9},{"config":907,"title":908},{"noIndex":6},"Jessie Young",[910,918],{"type":534,"componentName":534,"componentContent":911},{"name":908,"role":912,"headshot":913,"config":916},"Principal Engineer, AI Engineering, GitLab",{"altText":908,"config":914},{"src":915},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760537925/E03N1RJJX7C-U03NFV6N2PN-4d786e81137a-512_m62zso.png",{"gitlabHandle":917},"jessieay",{"type":545,"componentName":545},"content:en-us:the-source:authors:jessie-young.yml","en-us/the-source/authors/jessie-young.yml","en-us/the-source/authors/jessie-young",{"_path":923,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":924,"seo":925,"content":927,"type":546,"slug":936,"_id":937,"_type":27,"title":938,"_source":29,"_file":939,"_stem":940,"_extension":32},"/en-us/the-source/authors/jlongo",{"layout":9},{"title":926},"Joseph Longo",[928,935],{"componentName":534,"type":534,"componentContent":929},{"config":930,"name":926,"headshot":932},{"gitlabHandle":931},"jlongo_gitlab",{"altText":926,"config":933},{"src":934},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463434/uoxaknpmoposbbgzqji8.png",{"componentName":545,"type":545},"jlongo","content:en-us:the-source:authors:jlongo.yml","Jlongo","en-us/the-source/authors/jlongo.yml","en-us/the-source/authors/jlongo",{"_path":942,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":943,"seo":944,"content":946,"type":546,"slug":958,"_id":959,"_type":27,"title":945,"_source":29,"_file":960,"_stem":961,"_extension":32},"/en-us/the-source/authors/joel-krooswyk",{"layout":9},{"title":945},"Joel Krooswyk",[947,957],{"componentName":534,"type":534,"componentContent":948},{"config":949,"name":945,"role":952,"bio":953,"headshot":954},{"gitlabHandle":950,"linkedInProfileUrl":951},"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":945,"config":955},{"src":956},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463423/mkmdhuxsjggfvokdmdv7.jpg",{"componentName":545,"type":545},"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":963,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":964,"seo":965,"content":967,"type":546,"slug":979,"_id":980,"_type":27,"title":966,"_source":29,"_file":981,"_stem":982,"_extension":32},"/en-us/the-source/authors/josh-lemos",{"layout":9},{"title":966},"Josh Lemos",[968,978],{"componentName":534,"type":534,"componentContent":969},{"config":970,"name":966,"role":973,"bio":974,"headshot":975},{"gitlabHandle":971,"linkedInProfileUrl":972},"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":966,"config":976},{"src":977},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463405/f4rqtiecakrekvxfhqar.jpg",{"componentName":545,"type":545},"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":984,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":985,"seo":986,"content":988,"type":546,"slug":995,"_id":996,"_type":27,"title":987,"_source":29,"_file":997,"_stem":998,"_extension":32},"/en-us/the-source/authors/julie-griffin",{"layout":9},{"title":987},"Julie Griffin",[989,994],{"componentName":534,"type":534,"componentContent":990},{"name":987,"headshot":991},{"altText":987,"config":992},{"src":993},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463371/hqkbr3uk8hw2de7tltn4.webp",{"componentName":545,"type":545},"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":1000,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1001,"seo":1002,"content":1004,"type":546,"slug":1011,"_id":1012,"_type":27,"title":1003,"_source":29,"_file":1013,"_stem":1014,"_extension":32},"/en-us/the-source/authors/kristina-weis",{"layout":9},{"title":1003},"Kristina Weis",[1005,1010],{"componentName":534,"type":534,"componentContent":1006},{"name":1003,"headshot":1007},{"altText":1003,"config":1008},{"src":1009},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463469/eoolq6n6bs0zb8gmf0js.webp",{"componentName":545,"type":545},"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":1016,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1017,"seo":1018,"content":1020,"type":546,"slug":1031,"_id":1032,"_type":27,"title":1019,"_source":29,"_file":1033,"_stem":1034,"_extension":32},"/en-us/the-source/authors/lee-faus",{"layout":9},{"title":1019},"Lee Faus",[1021,1030],{"componentName":534,"type":534,"componentContent":1022},{"config":1023,"name":1019,"role":1025,"bio":1026,"headshot":1027},{"gitlabHandle":1024},"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":1019,"config":1028},{"src":1029},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463398/vivhlomglvnstamj54bo.jpg",{"componentName":545,"type":545},"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":1036,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"type":546,"slug":1037,"config":1038,"seo":1039,"content":1042,"_id":1050,"_type":27,"title":1041,"_source":29,"_file":1051,"_stem":1052,"_extension":32},"/en-us/the-source/authors/nathen-harvey","nathen-harvey",{"layout":9},{"config":1040,"title":1041},{"noIndex":6},"Nathen Harvey",[1043,1049],{"type":534,"componentName":534,"componentContent":1044},{"name":1041,"role":1045,"headshot":1046},"DORA Lead, Google Cloud",{"altText":1041,"config":1047},{"src":1048},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760537671/ls7apap7dorwaguxs4hh.webp",{"type":545,"componentName":545},"content:en-us:the-source:authors:nathen-harvey.yml","en-us/the-source/authors/nathen-harvey.yml","en-us/the-source/authors/nathen-harvey",{"_path":1054,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1055,"seo":1056,"content":1058,"type":546,"slug":1062,"_id":1067,"_type":27,"title":1068,"_source":29,"_file":1069,"_stem":1070,"_extension":32},"/en-us/the-source/authors/ncregan",{"layout":9},{"title":1057},"Niall Cregan",[1059,1066],{"componentName":534,"type":534,"componentContent":1060},{"config":1061,"name":1057,"headshot":1063},{"gitlabHandle":1062},"ncregan",{"altText":1057,"config":1064},{"src":1065},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463431/yrtwodocb4cu3j7lkhyo.png",{"componentName":545,"type":545},"content:en-us:the-source:authors:ncregan.yml","Ncregan","en-us/the-source/authors/ncregan.yml","en-us/the-source/authors/ncregan",{"_path":1072,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"type":546,"slug":1073,"config":1074,"seo":1075,"content":1078,"_id":1085,"_type":27,"title":1077,"_source":29,"_file":1086,"_stem":1087,"_extension":32},"/en-us/the-source/authors/rob-smith","rob-smith",{"layout":9},{"config":1076,"title":1077},{"noIndex":6},"Rob Smith",[1079,1084],{"type":534,"componentName":534,"componentContent":1080},{"name":1077,"role":612,"headshot":1081},{"altText":1077,"config":1082},{"src":1083},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760625579/ndksqvsfysea4cnltb1r.jpg",{"type":545,"componentName":545},"content:en-us:the-source:authors:rob-smith.yml","en-us/the-source/authors/rob-smith.yml","en-us/the-source/authors/rob-smith",{"_path":1089,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1090,"seo":1091,"content":1093,"type":546,"slug":1104,"_id":1105,"_type":27,"title":1106,"_source":29,"_file":1107,"_stem":1108,"_extension":32},"/en-us/the-source/authors/rschulman",{"layout":9},{"title":1092},"Robin Schulman",[1094,1103],{"componentName":534,"type":534,"componentContent":1095},{"config":1096,"name":1092,"role":1098,"bio":1099,"headshot":1100},{"gitlabHandle":1097},"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":1092,"config":1101},{"src":1102},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463437/u2xfbudw1f8hhnkrgaoy.webp",{"componentName":545,"type":545},"rschulman","content:en-us:the-source:authors:rschulman.yml","Rschulman","en-us/the-source/authors/rschulman.yml","en-us/the-source/authors/rschulman",{"_path":1110,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1111,"seo":1112,"content":1114,"type":546,"slug":1123,"_id":1124,"_type":27,"title":1113,"_source":29,"_file":1125,"_stem":1126,"_extension":32},"/en-us/the-source/authors/sabrina-farmer",{"layout":9},{"title":1113},"Sabrina Farmer",[1115,1122],{"componentName":534,"type":534,"componentContent":1116},{"name":1113,"role":1117,"bio":1118,"headshot":1119},"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":1113,"config":1120},{"src":1121},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463377/udmzbjjr5xrcrffdlphx.webp",{"componentName":545,"type":545},"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":1128,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1129,"seo":1130,"content":1132,"type":546,"slug":1142,"_id":1143,"_type":27,"title":1131,"_source":29,"_file":1144,"_stem":1145,"_extension":32},"/en-us/the-source/authors/sandra-gittlen",{"layout":9},{"title":1131},"Sandra Gittlen",[1133,1141],{"componentName":534,"type":534,"componentContent":1134},{"config":1135,"name":1131,"role":1137,"headshot":1138},{"gitlabHandle":1136},"sgittlen","Managing Editor, Blog",{"altText":1131,"config":1139},{"src":1140},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463466/r7ckb9h2zr4c2rsz3zlm.png",{"componentName":545,"type":545},"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":1147,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1148,"seo":1149,"content":1151,"type":546,"slug":1158,"_id":1159,"_type":27,"title":1150,"_source":29,"_file":1160,"_stem":1161,"_extension":32},"/en-us/the-source/authors/sharon-gaudin",{"layout":9},{"title":1150},"Sharon Gaudin",[1152,1157],{"componentName":534,"type":534,"componentContent":1153},{"name":1150,"headshot":1154},{"altText":1150,"config":1155},{"src":1156},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463475/h6j4nnvykzyfzgvl7txb.webp",{"componentName":545,"type":545},"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":1163,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1164,"seo":1165,"content":1167,"type":546,"slug":1179,"_id":1180,"_type":27,"title":1166,"_source":29,"_file":1181,"_stem":1182,"_extension":32},"/en-us/the-source/authors/stephen-walters",{"layout":9},{"title":1166},"Stephen Walters",[1168,1178],{"componentName":534,"type":534,"componentContent":1169},{"config":1170,"name":1166,"role":1173,"bio":1174,"headshot":1175},{"gitlabHandle":1171,"linkedInProfileUrl":1172},"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":1166,"config":1176},{"src":1177},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463392/g6ktk5qb4vcqc9wqjlf9.jpg",{"componentName":545,"type":545},"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":1184,"_dir":528,"_draft":6,"_partial":6,"_locale":7,"config":1185,"seo":1186,"content":1188,"type":546,"slug":1200,"_id":1201,"_type":27,"title":1202,"_source":29,"_file":1203,"_stem":1204,"_extension":32},"/en-us/the-source/authors/taylor-mccaslin",{"layout":9},{"title":1187},"Taylor McCaslin",[1189,1199],{"componentName":534,"type":534,"componentContent":1190},{"config":1191,"name":1187,"role":1194,"bio":1195,"headshot":1196},{"gitlabHandle":1192,"linkedInProfileUrl":1193},"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":1187,"config":1197},{"src":1198},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463427/trfasilaeasosxfcxmsm.jpg",{"componentName":545,"type":545},"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",1761852434218]