[{"data":1,"prerenderedAt":1212},["ShallowReactive",2],{"/en-us/the-source/ai/ai-transforms-agile-planning-for-modern-development-teams":3,"footer-en-us":52,"the-source-banner-en-us":394,"the-source-navigation-en-us":406,"the-source-newsletter-en-us":434,"footer-source-/en-us/the-source/ai/ai-transforms-agile-planning-for-modern-development-teams/":445,"article-site-categories-en-us":457,"ai-transforms-agile-planning-for-modern-development-teams-article-hero-category-en-us":459,"ai-transforms-agile-planning-for-modern-development-teams-the-source-source-cta-en-us":483,"ai-transforms-agile-planning-for-modern-development-teams-category-en-us":497,"ai-transforms-agile-planning-for-modern-development-teams-the-source-resources-en-us":509,"ai-transforms-agile-planning-for-modern-development-teams-article-hero-author-en-us":549},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"slug":8,"type":9,"category":5,"config":10,"seo":16,"content":21,"_id":45,"_type":46,"title":47,"_source":48,"_file":49,"_stem":50,"_extension":51},"/en-us/the-source/ai/ai-transforms-agile-planning-for-modern-development-teams","ai",false,"","ai-transforms-agile-planning-for-modern-development-teams","article",{"layout":11,"template":12,"featured":13,"author":14,"sourceCTA":15},"the-source","TheSourceArticle",true,"lee-faus","source-lp-navigating-a-smooth-transition-to-agile-planning",{"config":17,"ogImage":18,"title":19,"description":20},{"noIndex":6},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1755530469/emjkvobknbai4rceregn.png","AI transforms Agile planning for modern development teams","Discover how AI-powered platforms can streamline Agile workflows, reduce administrative burden, and help teams focus on delivering customer value.",{"title":19,"description":20,"date":22,"timeToRead":23,"heroImage":18,"keyTakeaways":24,"articleBody":28,"faq":29},"2025-08-19T00:00:00.000Z","5 min read",[25,26,27],"AI can automate routine tasks like backlog grooming and sprint planning, freeing teams to focus on strategic work and customer value delivery.","Modern platforms integrate planning, coding, and delivery in one environment, enabling AI to provide real-time insights across the entire workflow.","Smart automation handles administrative burden while preserving human judgment for innovation, making Agile planning more effective at scale.","After two and a half decades, Agile planning faces a crisis. What started as a revolutionary approach to software development has become bogged down by complex processes and endless administrative tasks. Today’s Agile practices often feel far removed from the original vision of rapid, responsive development.\n\nAs companies tried to scale Agile across large organizations, frameworks like the [Scaled Agile Framework (SAFe)](https://framework.scaledagile.com/) emerged to bridge the gap between team-level agility and enterprise requirements. As a result, the software industry’s most dangerous phrase has evolved from “we’ve always done it this way” to “we’re agile, but…,” signaling how far we've drifted from the principles that made Agile revolutionary in the first place.\n\nDespite these challenges, the fundamental ideas behind Agile — being responsive, iterating quickly, and focusing on customer value — remain as important as ever. The real issue isn’t with Agile itself but with how we execute it in complex organizational environments. We don’t need to abandon Agile; we need better tools that actually support its core principles.\n\nArtificial intelligence (AI) offers a promising solution by automating the administrative overhead that has weighed down modern Agile practices.\n## AI and the platform revolution\nMy experience with Agile methodologies started alongside pioneers like Jon Kern, one of the original signers of the [Agile Manifesto](https://agilemanifesto.org/). He taught me that focusing on customers and delivery is more effective than creating endless documentation. This approach helped me build small, high-performing teams that achieved remarkable results through quick iterations and constant customer feedback. However, I've also seen how these principles can get lost in large enterprise settings.\n\nToday's AI-powered platforms offer a way back to those original ideals. Modern multi-agent collaboration platforms create integrated environments where [AI agents](https://about.gitlab.com/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale/) work together to scan code, analyze customer feedback, and suggest solutions. This coordinated intelligence helps teams stay responsive to real-time insights.\n\nImagine AI systems that can analyze customer feedback, support tickets, and usage patterns, then automatically identify and group related issues into meaningful project themes without requiring lengthy planning meetings. These systems could break down large projects into appropriately sized tasks based on data about team velocity and dependencies, then assign them to sprints that optimize for both business value and technical coherence.\n\nIn this way, AI tools can transform the tedious work of manual backlog management, estimation sessions, and sprint planning into brief validation meetings where human creativity and strategic thinking help teams focus on the “why” rather than the “how.” In this world, teams spend more time delivering value than discussing how to deliver value.\n\nHere’s a real-world example: [Cube](https://about.gitlab.com/blog/how-cube-uses-gitlab-to-increase-efficiency-and-productivity/), a software development company based in the Netherlands, significantly improved both development speed and code quality by adopting a unified platform strategy that leveraged AI across all stages of the development lifecycle.\n\nThis isn’t about removing human judgment from Agile; it’s about elevating it from administrative burden to strategic guidance, allowing teams to truly embrace the responsive, value-focused delivery that Agile originally promised.\n## Streamlined planning in an AI-driven world\nMany organizations are already replacing the complicated workflows of monolithic planning tools with lightweight issue management systems that [smoothly integrate with the entire development lifecycle](https://about.gitlab.com/the-source/platform/devops-teams-want-to-shake-off-diy-toolchains-a-platform-is-the-answer/). When issue tracking exists alongside code repositories, CI/CD pipelines, and delivery systems, it creates an environment where AI can truly enhance our workflows.\n\nThis integrated platform approach enables a fundamental shift in how we plan and execute work. Here are some key applications:\n\n**AI-driven security remediation planning**: Instead of treating security as a separate workflow, intelligent AI tools can automatically create remediation issues from vulnerability scans, prioritize them based on risk assessment, and intelligently schedule them alongside feature work. This ensures that security debt doesn’t accumulate in forgotten backlogs while providing clear visibility into application security status.\n\n**Intelligent code review automation**: AI-powered tools can automatically analyze code changes, identify potential bugs, suggest improvements, and check for compliance with architectural patterns — all before a human reviewer even sees the code. This shifts human review time from finding basic issues to making strategic decisions about implementation approaches.\n\n**Smart cross-platform coordination**: Through agent-to-agent (A2A) communication frameworks, organizations can create powerful integrations between development platforms and planning and issue management tools. These integrations enable AI agents to automatically synchronize data across platforms, providing a comprehensive view of development activities regardless of where planning occurs. They adjust sprint allocations based on developer activity and provide early warnings when timelines or team capacity are at risk.\n\nThese capabilities, which exist today, can make developers more efficient and enable leadership to make informed decisions. The result is a cohesive ecosystem where information flows seamlessly between planning and execution tools, eliminating the need for developers to switch between systems.\n## What this means for your team\nThe move toward AI-enhanced Agile planning requires a practical look at your current processes and toolchain.\n\nStart by **evaluating whether your current processes create bottlenecks** between development and deployment. Look for gaps where Agile ceremonies exist, but traditional approval workflows still dominate critical decisions.\n\nNext, **assess how much time your teams spend on planning ceremonies** versus actual development work. Consider whether AI can automate administrative tasks such as backlog grooming, estimation sessions, and status updates while preserving human strategic input on priorities and technical decisions.\n\n**Examine your current toolchain** to identify where manual coordination is required between the planning, development, and deployment phases. Look for opportunities where AI can automate data synchronization and provide predictive insights about team capacity and timeline risks, reducing the context switching that fragments developer focus.\n\nFinally, **review your current planning overhead** and identify which administrative tasks can be automated, allowing your team to focus on delivering customer value and making strategic technical decisions rather than adhering to process compliance. The goal is not to eliminate human judgment but to elevate it from routine tasks to the strategic thinking that drives innovation.\n\nThe future belongs to teams that embrace lightweight, AI-enabled platforms, where planning, code, and delivery coexist in a single, integrated environment. When machines handle the tactical execution and administrative burden, humans can focus on innovation and customer delight — the roles that truly add value to your organization.",[30,33,36,39,42],{"header":31,"content":32},"How can AI automate routine Agile planning tasks?","AI can automate backlog grooming, estimation sessions, and sprint planning by analyzing customer feedback, support tickets, and usage patterns to automatically identify and group related issues into meaningful project themes. This transforms tedious manual work into brief validation meetings where teams focus on strategic thinking rather than administrative tasks.",{"header":34,"content":35},"What are the key benefits of AI-driven security remediation planning?","AI tools automatically create remediation issues from vulnerability scans, prioritize them based on risk assessment, and intelligently schedule them alongside feature work. This ensures security debt doesn't accumulate in forgotten backlogs while providing clear visibility into application security status without treating security as a separate workflow.",{"header":37,"content":38},"How does intelligent code review automation improve development workflows?","AI-powered tools automatically analyze code changes, identify potential bugs, suggest improvements, and check compliance with architectural patterns before human reviewers see the code. This shifts human review time from finding basic issues to making strategic decisions about implementation approaches, improving both efficiency and code quality.",{"header":40,"content":41},"What is smart cross-platform coordination in AI-enhanced Agile planning?","Through agent-to-agent (A2A) communication frameworks, AI agents automatically synchronize data across development platforms and planning tools, providing comprehensive views of development activities. They adjust sprint allocations based on developer activity and provide early warnings when timelines or team capacity are at risk.",{"header":43,"content":44},"How should teams evaluate their readiness for AI-enhanced Agile planning?","Teams should assess whether current processes create bottlenecks between development and deployment, evaluate time spent on planning ceremonies versus actual development work, examine toolchain gaps requiring manual coordination, and identify administrative tasks that can be automated while preserving human strategic input on priorities and technical decisions.","content:en-us:the-source:ai:ai-transforms-agile-planning-for-modern-development-teams.yml","yaml","Ai Transforms Agile Planning For Modern Development Teams","content","en-us/the-source/ai/ai-transforms-agile-planning-for-modern-development-teams.yml","en-us/the-source/ai/ai-transforms-agile-planning-for-modern-development-teams","yml",{"_path":53,"_dir":54,"_draft":6,"_partial":6,"_locale":7,"data":55,"_id":390,"_type":46,"title":391,"_source":48,"_file":392,"_stem":393,"_extension":51},"/shared/en-us/main-footer","en-us",{"text":56,"source":57,"edit":63,"contribute":68,"config":73,"items":78,"minimal":382},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":58,"config":59},"View page source",{"href":60,"dataGaName":61,"dataGaLocation":62},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":64,"config":65},"Edit this page",{"href":66,"dataGaName":67,"dataGaLocation":62},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":69,"config":70},"Please contribute",{"href":71,"dataGaName":72,"dataGaLocation":62},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":74,"facebook":75,"youtube":76,"linkedin":77},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[79,136,193,252,320],{"title":80,"links":81,"subMenu":97},"Pricing",[82,87,92],{"text":83,"config":84},"View plans",{"href":85,"dataGaName":86,"dataGaLocation":62},"/pricing/","view plans",{"text":88,"config":89},"Why Premium?",{"href":90,"dataGaName":91,"dataGaLocation":62},"/pricing/premium/","why premium",{"text":93,"config":94},"Why Ultimate?",{"href":95,"dataGaName":96,"dataGaLocation":62},"/pricing/ultimate/","why ultimate",[98],{"title":99,"links":100},"Contact Us",[101,106,111,116,121,126,131],{"text":102,"config":103},"Contact sales",{"href":104,"dataGaName":105,"dataGaLocation":62},"/sales/","sales",{"text":107,"config":108},"Support portal",{"href":109,"dataGaName":110,"dataGaLocation":62},"https://support.gitlab.com","support portal",{"text":112,"config":113},"Customer portal",{"href":114,"dataGaName":115,"dataGaLocation":62},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"text":117,"config":118},"Status",{"href":119,"dataGaName":120,"dataGaLocation":62},"https://status.gitlab.com/","status",{"text":122,"config":123},"Terms of use",{"href":124,"dataGaName":125,"dataGaLocation":62},"/terms/","terms of use",{"text":127,"config":128},"Privacy statement",{"href":129,"dataGaName":130,"dataGaLocation":62},"/privacy/","privacy statement",{"text":132,"config":133},"Cookie preferences",{"dataGaName":134,"dataGaLocation":62,"id":135,"isOneTrustButton":13},"cookie preferences","ot-sdk-btn",{"title":137,"links":138,"subMenu":149},"Product",[139,144],{"text":140,"config":141},"DevSecOps platform",{"href":142,"dataGaName":143,"dataGaLocation":62},"/platform/","devsecops platform",{"text":145,"config":146},"AI-Assisted Development",{"href":147,"dataGaName":148,"dataGaLocation":62},"/gitlab-duo/","ai-assisted development",[150],{"title":151,"links":152},"Topics",[153,158,163,168,173,178,183,188],{"text":154,"config":155},"CICD",{"href":156,"dataGaName":157,"dataGaLocation":62},"/topics/ci-cd/","cicd",{"text":159,"config":160},"GitOps",{"href":161,"dataGaName":162,"dataGaLocation":62},"/topics/gitops/","gitops",{"text":164,"config":165},"DevOps",{"href":166,"dataGaName":167,"dataGaLocation":62},"/topics/devops/","devops",{"text":169,"config":170},"Version Control",{"href":171,"dataGaName":172,"dataGaLocation":62},"/topics/version-control/","version control",{"text":174,"config":175},"DevSecOps",{"href":176,"dataGaName":177,"dataGaLocation":62},"/topics/devsecops/","devsecops",{"text":179,"config":180},"Cloud Native",{"href":181,"dataGaName":182,"dataGaLocation":62},"/topics/cloud-native/","cloud native",{"text":184,"config":185},"AI for Coding",{"href":186,"dataGaName":187,"dataGaLocation":62},"/topics/devops/ai-for-coding/","ai for coding",{"text":189,"config":190},"Agentic AI",{"href":191,"dataGaName":192,"dataGaLocation":62},"/topics/agentic-ai/","agentic ai",{"title":194,"links":195},"Solutions",[196,200,205,210,215,219,224,227,232,237,242,247],{"text":197,"config":198},"Application Security Testing",{"href":199,"dataGaName":197,"dataGaLocation":62},"/solutions/application-security-testing/",{"text":201,"config":202},"Automated software delivery",{"href":203,"dataGaName":204,"dataGaLocation":62},"/solutions/delivery-automation/","automated software delivery",{"text":206,"config":207},"Agile development",{"href":208,"dataGaName":209,"dataGaLocation":62},"/solutions/agile-delivery/","agile delivery",{"text":211,"config":212},"SCM",{"href":213,"dataGaName":214,"dataGaLocation":62},"/solutions/source-code-management/","source code management",{"text":154,"config":216},{"href":217,"dataGaName":218,"dataGaLocation":62},"/solutions/continuous-integration/","continuous integration & delivery",{"text":220,"config":221},"Value stream management",{"href":222,"dataGaName":223,"dataGaLocation":62},"/solutions/value-stream-management/","value stream management",{"text":159,"config":225},{"href":226,"dataGaName":162,"dataGaLocation":62},"/solutions/gitops/",{"text":228,"config":229},"Enterprise",{"href":230,"dataGaName":231,"dataGaLocation":62},"/enterprise/","enterprise",{"text":233,"config":234},"Small business",{"href":235,"dataGaName":236,"dataGaLocation":62},"/small-business/","small business",{"text":238,"config":239},"Public sector",{"href":240,"dataGaName":241,"dataGaLocation":62},"/solutions/public-sector/","public sector",{"text":243,"config":244},"Education",{"href":245,"dataGaName":246,"dataGaLocation":62},"/solutions/education/","education",{"text":248,"config":249},"Financial services",{"href":250,"dataGaName":251,"dataGaLocation":62},"/solutions/finance/","financial services",{"title":253,"links":254},"Resources",[255,260,265,270,275,280,285,290,295,300,305,310,315],{"text":256,"config":257},"Install",{"href":258,"dataGaName":259,"dataGaLocation":62},"/install/","install",{"text":261,"config":262},"Quick start guides",{"href":263,"dataGaName":264,"dataGaLocation":62},"/get-started/","quick setup checklists",{"text":266,"config":267},"Learn",{"href":268,"dataGaName":269,"dataGaLocation":62},"https://university.gitlab.com/","learn",{"text":271,"config":272},"Product documentation",{"href":273,"dataGaName":274,"dataGaLocation":62},"https://docs.gitlab.com/","docs",{"text":276,"config":277},"Blog",{"href":278,"dataGaName":279,"dataGaLocation":62},"/blog/","blog",{"text":281,"config":282},"Customer success stories",{"href":283,"dataGaName":284,"dataGaLocation":62},"/customers/","customer success stories",{"text":286,"config":287},"Remote",{"href":288,"dataGaName":289,"dataGaLocation":62},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"text":291,"config":292},"GitLab Services",{"href":293,"dataGaName":294,"dataGaLocation":62},"/services/","services",{"text":296,"config":297},"TeamOps",{"href":298,"dataGaName":299,"dataGaLocation":62},"/teamops/","teamops",{"text":301,"config":302},"Community",{"href":303,"dataGaName":304,"dataGaLocation":62},"/community/","community",{"text":306,"config":307},"Forum",{"href":308,"dataGaName":309,"dataGaLocation":62},"https://forum.gitlab.com/","forum",{"text":311,"config":312},"Events",{"href":313,"dataGaName":314,"dataGaLocation":62},"/events/","events",{"text":316,"config":317},"Partners",{"href":318,"dataGaName":319,"dataGaLocation":62},"/partners/","partners",{"title":321,"links":322},"Company",[323,328,333,338,343,348,353,357,362,367,372,377],{"text":324,"config":325},"About",{"href":326,"dataGaName":327,"dataGaLocation":62},"/company/","company",{"text":329,"config":330},"Jobs",{"href":331,"dataGaName":332,"dataGaLocation":62},"/jobs/","jobs",{"text":334,"config":335},"Leadership",{"href":336,"dataGaName":337,"dataGaLocation":62},"/company/team/e-group/","leadership",{"text":339,"config":340},"Team",{"href":341,"dataGaName":342,"dataGaLocation":62},"/company/team/","team",{"text":344,"config":345},"Handbook",{"href":346,"dataGaName":347,"dataGaLocation":62},"https://handbook.gitlab.com/","handbook",{"text":349,"config":350},"Investor relations",{"href":351,"dataGaName":352,"dataGaLocation":62},"https://ir.gitlab.com/","investor relations",{"text":354,"config":355},"Sustainability",{"href":356,"dataGaName":354,"dataGaLocation":62},"/sustainability/",{"text":358,"config":359},"Diversity, inclusion and belonging (DIB)",{"href":360,"dataGaName":361,"dataGaLocation":62},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":363,"config":364},"Trust Center",{"href":365,"dataGaName":366,"dataGaLocation":62},"/security/","trust center",{"text":368,"config":369},"Newsletter",{"href":370,"dataGaName":371,"dataGaLocation":62},"/company/contact/","newsletter",{"text":373,"config":374},"Press",{"href":375,"dataGaName":376,"dataGaLocation":62},"/press/","press",{"text":378,"config":379},"Modern Slavery Transparency Statement",{"href":380,"dataGaName":381,"dataGaLocation":62},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":383},[384,386,388],{"text":122,"config":385},{"href":124,"dataGaName":125,"dataGaLocation":62},{"text":127,"config":387},{"href":129,"dataGaName":130,"dataGaLocation":62},{"text":132,"config":389},{"dataGaName":134,"dataGaLocation":62,"id":135,"isOneTrustButton":13},"content:shared:en-us:main-footer.yml","Main Footer","shared/en-us/main-footer.yml","shared/en-us/main-footer",{"_path":395,"_dir":396,"_draft":6,"_partial":6,"_locale":7,"visibility":13,"id":397,"title":398,"button":399,"_id":403,"_type":46,"_source":48,"_file":404,"_stem":405,"_extension":51},"/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":400,"text":402},{"href":401},"/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":407,"_dir":11,"_draft":6,"_partial":6,"_locale":7,"logo":408,"subscribeLink":413,"navItems":417,"_id":430,"_type":46,"title":431,"_source":48,"_file":432,"_stem":433,"_extension":51},"/shared/en-us/the-source/navigation",{"altText":409,"config":410},"the source logo",{"src":411,"href":412},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1750191004/t7wz1klfb2kxkezksv9t.svg","/the-source/",{"text":414,"config":415},"Subscribe",{"href":416},"#subscribe",[418,422,426],{"text":419,"config":420},"Artificial Intelligence",{"href":421},"/the-source/ai/",{"text":423,"config":424},"Security & Compliance",{"href":425},"/the-source/security/",{"text":427,"config":428},"Platform & Infrastructure",{"href":429},"/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":435,"_dir":11,"_draft":6,"_partial":6,"_locale":7,"title":436,"description":437,"submitMessage":438,"formData":439,"_id":442,"_type":46,"_source":48,"_file":443,"_stem":444,"_extension":51},"/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":440},{"formId":441,"formName":371,"hideRequiredLabel":13},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,"slug":8,"type":9,"category":5,"config":446,"seo":447,"content":449,"_id":45,"_type":46,"title":47,"_source":48,"_file":49,"_stem":50,"_extension":51},{"layout":11,"template":12,"featured":13,"author":14,"sourceCTA":15},{"config":448,"ogImage":18,"title":19,"description":20},{"noIndex":6},{"title":19,"description":20,"date":22,"timeToRead":23,"heroImage":18,"keyTakeaways":450,"articleBody":28,"faq":451},[25,26,27],[452,453,454,455,456],{"header":31,"content":32},{"header":34,"content":35},{"header":37,"content":38},{"header":40,"content":41},{"header":43,"content":44},{"categoryNames":458},{"ai":419,"platform":427,"security":423},{"_path":460,"_dir":11,"_draft":6,"_partial":6,"_locale":7,"type":461,"config":462,"seo":463,"content":466,"slug":5,"_id":480,"_type":46,"title":7,"_source":48,"_file":481,"_stem":482,"_extension":51},"/en-us/the-source/ai","category",{"layout":11},{"title":419,"description":464,"ogImage":465},"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",[467,472],{"componentName":468,"type":468,"componentContent":469},"TheSourceCategoryHero",{"title":419,"description":464,"image":470},{"config":471},{"src":465},{"componentName":473,"type":473,"componentContent":474},"TheSourceCategoryMainSection",{"config":475},{"sourceCTAs":476},[477,478,479],"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":484,"_dir":485,"_draft":6,"_partial":6,"_locale":7,"config":486,"title":487,"description":488,"link":489,"_id":494,"_type":46,"_source":48,"_file":495,"_stem":496,"_extension":51},"/shared/en-us/the-source/source-lp-ctas/source-lp-navigating-a-smooth-transition-to-agile-planning","source-lp-ctas",{"slug":15},"Navigating a smooth transition to Agile planning","Read our ebook to learn how to streamline your software development with Agile planning for enhanced collaboration, more efficient processes, and comprehensive reporting.",{"text":490,"config":491},"Read the ebook",{"href":492,"dataGaName":487,"dataGaLocation":493},"/the-source/platform/navigating-a-smooth-transition-to-agile-planning/","thesource","content:shared:en-us:the-source:source-lp-ctas:source-lp-navigating-a-smooth-transition-to-agile-planning.yml","shared/en-us/the-source/source-lp-ctas/source-lp-navigating-a-smooth-transition-to-agile-planning.yml","shared/en-us/the-source/source-lp-ctas/source-lp-navigating-a-smooth-transition-to-agile-planning",{"_path":460,"_dir":11,"_draft":6,"_partial":6,"_locale":7,"type":461,"config":498,"seo":499,"content":500,"slug":5,"_id":480,"_type":46,"title":7,"_source":48,"_file":481,"_stem":482,"_extension":51},{"layout":11},{"title":419,"description":464,"ogImage":465},[501,505],{"componentName":468,"type":468,"componentContent":502},{"title":419,"description":464,"image":503},{"config":504},{"src":465},{"componentName":473,"type":473,"componentContent":506},{"config":507},{"sourceCTAs":508},[477,478,479],[510,523,536],{"_path":511,"_dir":485,"_draft":6,"_partial":6,"_locale":7,"config":512,"title":513,"description":514,"link":515,"_id":520,"_type":46,"_source":48,"_file":521,"_stem":522,"_extension":51},"/shared/en-us/the-source/source-lp-ctas/navigating-ai-maturity-in-devsecops",{"slug":478},"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":516,"config":517},"Read the report",{"href":518,"dataGaName":519,"dataGaLocation":493},"/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":524,"_dir":485,"_draft":6,"_partial":6,"_locale":7,"config":525,"title":526,"description":527,"link":528,"_id":533,"_type":46,"_source":48,"_file":534,"_stem":535,"_extension":51},"/shared/en-us/the-source/source-lp-ctas/source-lp-ai-guide-for-enterprise-leaders-building-the-right-approach",{"slug":479},"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":529,"config":530},"Read the guide",{"href":531,"dataGaName":532,"dataGaLocation":493},"/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":537,"_dir":485,"_draft":6,"_partial":6,"_locale":7,"config":538,"title":539,"description":540,"link":541,"_id":546,"_type":46,"_source":48,"_file":547,"_stem":548,"_extension":51},"/shared/en-us/the-source/source-lp-ctas/source-lp-how-to-get-started-using-ai-in-software-development",{"slug":477},"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":542,"config":543},"Download the guide",{"href":544,"dataGaName":545,"dataGaLocation":493},"/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",[550,575,591,609,625,645,666,688,704,723,745,763,784,800,819,836,854,874,892,910,930,949,970,991,1007,1023,1042,1060,1078,1095,1116,1134,1153,1169,1190],{"_path":551,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":553,"seo":554,"content":556,"type":570,"slug":571,"_id":572,"_type":46,"title":555,"_source":48,"_file":573,"_stem":574,"_extension":51},"/en-us/the-source/authors/amanda-rueda","authors",{"layout":11},{"title":555},"Amanda Rueda",[557,568],{"type":558,"componentName":558,"componentContent":559},"TheSourceAuthorHero",{"config":560,"name":555,"role":563,"bio":564,"headshot":565},{"gitlabHandle":561,"linkedInProfileUrl":562},"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":555,"config":566},{"src":567},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463383/osecw1pzbxvb7fhqhiky.png",{"componentName":569,"type":569},"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":576,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":577,"seo":578,"content":580,"type":570,"slug":587,"_id":588,"_type":46,"title":579,"_source":48,"_file":589,"_stem":590,"_extension":51},"/en-us/the-source/authors/andre-michael-braun",{"layout":11},{"title":579},"Andre Michael Braun",[581,586],{"type":558,"componentName":558,"componentContent":582},{"name":579,"headshot":583},{"altText":579,"config":584},{"src":585},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463336/yl27k7wdlnkzsizwknn1.jpg",{"componentName":569,"type":569},"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":592,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":593,"seo":594,"content":596,"type":570,"slug":605,"_id":606,"_type":46,"title":595,"_source":48,"_file":607,"_stem":608,"_extension":51},"/en-us/the-source/authors/andrew-haschka",{"layout":11},{"title":595},"Andrew Haschka",[597,604],{"type":558,"componentName":558,"componentContent":598},{"name":595,"role":599,"bio":600,"headshot":601},"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":595,"config":602},{"src":603},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463349/z1qnc4uxmqgg3hnm3da4.png",{"componentName":569,"type":569},"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":610,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":611,"seo":612,"content":614,"type":570,"slug":621,"_id":622,"_type":46,"title":613,"_source":48,"_file":623,"_stem":624,"_extension":51},"/en-us/the-source/authors/ayoub-fandi",{"layout":11},{"title":613},"Ayoub Fandi",[615,620],{"componentName":558,"type":558,"componentContent":616},{"name":613,"headshot":617},{"altText":613,"config":618},{"src":619},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463329/wyp554loeyoibx3ozren.jpg",{"componentName":569,"type":569},"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":626,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":627,"seo":628,"content":630,"type":570,"slug":641,"_id":642,"_type":46,"title":629,"_source":48,"_file":643,"_stem":644,"_extension":51},"/en-us/the-source/authors/bob-stevens",{"layout":11},{"title":629},"Bob Stevens",[631,640],{"componentName":558,"type":558,"componentContent":632},{"config":633,"name":629,"role":636,"headshot":637},{"gitlabHandle":634,"linkedInProfileUrl":635},"bstevens1","https://www.linkedin.com/in/bob-stevens-1237564/","Public Sector Area Vice President, GitLab",{"altText":629,"config":638},{"src":639},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1752687939/mv3lhtimdzr8jmfqmbk1.jpg",{"componentName":569,"type":569},"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":646,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":647,"seo":648,"content":650,"type":570,"slug":662,"_id":663,"_type":46,"title":649,"_source":48,"_file":664,"_stem":665,"_extension":51},"/en-us/the-source/authors/brian-wald",{"layout":11},{"title":649},"Brian Wald",[651,661],{"componentName":558,"type":558,"componentContent":652},{"config":653,"name":649,"role":656,"bio":657,"headshot":658},{"gitlabHandle":654,"linkedInProfileUrl":655},"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":649,"config":659},{"src":660},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463417/fugpbux9miqbdx3wewtu.jpg",{"componentName":569,"type":569},"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":667,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":668,"seo":669,"content":671,"type":570,"slug":684,"_id":685,"_type":46,"title":670,"_source":48,"_file":686,"_stem":687,"_extension":51},"/en-us/the-source/authors/bryan-ross",{"layout":11},{"title":670},"Bryan Ross",[672,683],{"componentName":558,"type":558,"componentContent":673},{"config":674,"name":670,"role":678,"bio":679,"headshot":680},{"gitlabHandle":675,"twitterXProfileUrl":676,"linkedInProfileUrl":677},"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":670,"config":681},{"src":682},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463324/mvdyvskii4hltdrgqxom.jpg",{"componentName":569,"type":569},"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":689,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":690,"seo":691,"content":693,"type":570,"slug":700,"_id":701,"_type":46,"title":692,"_source":48,"_file":702,"_stem":703,"_extension":51},"/en-us/the-source/authors/chandler-gibbons",{"layout":11},{"title":692},"Chandler Gibbons",[694,699],{"componentName":558,"type":558,"componentContent":695},{"name":692,"headshot":696},{"altText":692,"config":697},{"src":698},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463362/o7g9fqtqtjvegfwniuxh.jpg",{"componentName":569,"type":569},"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":705,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":706,"seo":707,"content":709,"type":570,"slug":719,"_id":720,"_type":46,"title":708,"_source":48,"_file":721,"_stem":722,"_extension":51},"/en-us/the-source/authors/dave-steer",{"layout":11},{"title":708},"Dave Steer",[710,718],{"componentName":558,"type":558,"componentContent":711},{"config":712,"name":708,"role":714,"headshot":715},{"gitlabHandle":713},"dsteer","Vice President, Product Marketing",{"altText":708,"config":716},{"src":717},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463457/zbtapdkglu3yb9suaq7w.png",{"componentName":569,"type":569},"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":724,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":725,"seo":726,"content":728,"type":570,"slug":740,"_id":741,"_type":46,"title":742,"_source":48,"_file":743,"_stem":744,"_extension":51},"/en-us/the-source/authors/ddesanto",{"layout":11},{"title":727},"David DeSanto",[729,739],{"componentName":558,"type":558,"componentContent":730},{"config":731,"name":727,"role":734,"bio":735,"headshot":736},{"gitlabHandle":732,"linkedInProfileUrl":733},"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":727,"config":737},{"src":738},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463446/bgnljs84zcsxj0t6nvix.png",{"componentName":569,"type":569},"ddesanto","content:en-us:the-source:authors:ddesanto.yml","Ddesanto","en-us/the-source/authors/ddesanto.yml","en-us/the-source/authors/ddesanto",{"_path":746,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":747,"seo":748,"content":750,"type":570,"slug":758,"_id":759,"_type":46,"title":760,"_source":48,"_file":761,"_stem":762,"_extension":51},"/en-us/the-source/authors/derek-debellis",{"layout":11},{"title":749},"Derek DeBellis",[751,757],{"componentName":558,"type":558,"componentContent":752},{"name":749,"role":753,"headshot":754},"Lead Researcher, Google's DORA team ",{"altText":749,"config":755},{"src":756},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463385/sbnjwfaguszi5g2smzr7.png",{"componentName":569,"type":569},"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":764,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":765,"seo":766,"content":768,"type":570,"slug":780,"_id":781,"_type":46,"title":767,"_source":48,"_file":782,"_stem":783,"_extension":51},"/en-us/the-source/authors/emilio-salvador",{"layout":11},{"title":767},"Emilio Salvador",[769,779],{"componentName":558,"type":558,"componentContent":770},{"config":771,"name":767,"role":774,"bio":775,"headshot":776},{"gitlabHandle":772,"linkedInProfileUrl":773},"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":767,"config":777},{"src":778},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463402/g0snp3uisjm4tj3pkqcw.jpg",{"componentName":569,"type":569},"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":785,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":786,"seo":787,"content":789,"type":570,"slug":796,"_id":797,"_type":46,"title":788,"_source":48,"_file":798,"_stem":799,"_extension":51},"/en-us/the-source/authors/erika-feldman",{"layout":11},{"title":788},"Erika Feldman",[790,795],{"componentName":558,"type":558,"componentContent":791},{"name":788,"headshot":792},{"altText":788,"config":793},{"src":794},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463354/d9quqvz7d2ayjwif7vdn.png",{"componentName":569,"type":569},"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":801,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":802,"seo":803,"content":805,"type":570,"slug":815,"_id":816,"_type":46,"title":804,"_source":48,"_file":817,"_stem":818,"_extension":51},"/en-us/the-source/authors/george-kichukov",{"layout":11},{"title":804},"George Kichukov",[806,814],{"componentName":558,"type":558,"componentContent":807},{"config":808,"name":804,"role":678,"bio":810,"headshot":811},{"gitlabHandle":809},"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":804,"config":812},{"src":813},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463366/dk2knfancgsxocjkmyoa.jpg",{"componentName":569,"type":569},"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":820,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":821,"seo":822,"content":824,"type":570,"slug":831,"_id":832,"_type":46,"title":833,"_source":48,"_file":834,"_stem":835,"_extension":51},"/en-us/the-source/authors/gitlab",{"layout":11},{"title":823},"GitLab",[825,830],{"componentName":558,"type":558,"componentContent":826},{"name":823,"headshot":827},{"altText":823,"config":828},{"src":829},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463461/ts7io0hgpdyqylbzfire.png",{"componentName":569,"type":569},"gitlab","content:en-us:the-source:authors:gitlab.yml","Gitlab","en-us/the-source/authors/gitlab.yml","en-us/the-source/authors/gitlab",{"_path":837,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":838,"seo":839,"content":841,"type":570,"slug":850,"_id":851,"_type":46,"title":840,"_source":48,"_file":852,"_stem":853,"_extension":51},"/en-us/the-source/authors/grant-hickman",{"layout":11},{"title":840},"Grant Hickman",[842,849],{"componentName":558,"type":558,"componentContent":843},{"config":844,"name":840,"headshot":846},{"gitlabHandle":845},"g.hickman",{"altText":840,"config":847},{"src":848},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463463/f3uqwtugqotyhwutz5gu.png",{"componentName":569,"type":569},"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":855,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":856,"seo":857,"content":859,"type":570,"slug":870,"_id":871,"_type":46,"title":858,"_source":48,"_file":872,"_stem":873,"_extension":51},"/en-us/the-source/authors/haim-snir",{"layout":11},{"title":858},"Haim Snir",[860,869],{"componentName":558,"type":558,"componentContent":861},{"config":862,"name":858,"role":865,"headshot":866},{"gitlabHandle":863,"linkedInProfileUrl":864},"hsnir1","https://www.linkedin.com/in/haimsnir/","Senior Product Manager, Dev & Analytics, GitLab",{"altText":858,"config":867},{"src":868},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463395/nubmshvaq8wpomopllni.png",{"componentName":569,"type":569},"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":875,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":876,"seo":877,"content":879,"type":570,"slug":883,"_id":888,"_type":46,"title":889,"_source":48,"_file":890,"_stem":891,"_extension":51},"/en-us/the-source/authors/iganbaruch",{"layout":11},{"title":878},"Itzik Gan Baruch",[880,887],{"componentName":558,"type":558,"componentContent":881},{"config":882,"name":878,"headshot":884},{"gitlabHandle":883},"iganbaruch",{"altText":878,"config":885},{"src":886},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463443/vibb2fkc0ojni2d1eqde.png",{"componentName":569,"type":569},"content:en-us:the-source:authors:iganbaruch.yml","Iganbaruch","en-us/the-source/authors/iganbaruch.yml","en-us/the-source/authors/iganbaruch",{"_path":893,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"type":570,"slug":894,"config":895,"seo":896,"content":899,"_id":907,"_type":46,"title":898,"_source":48,"_file":908,"_stem":909,"_extension":51},"/en-us/the-source/authors/jason-morgan","jason-morgan",{"layout":11},{"config":897,"title":898},{"noIndex":6},"Jason Morgan",[900,906],{"type":558,"componentName":558,"componentContent":901},{"name":898,"role":902,"headshot":903},"Staff Solutions Architect",{"altText":898,"config":904},{"src":905},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758808571/n1inburdbemlmpcg9atj.jpg",{"type":569,"componentName":569},"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":911,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"type":570,"slug":912,"config":913,"seo":914,"content":917,"_id":927,"_type":46,"title":916,"_source":48,"_file":928,"_stem":929,"_extension":51},"/en-us/the-source/authors/jessie-young","jessie-young",{"layout":11},{"config":915,"title":916},{"noIndex":6},"Jessie Young",[918,926],{"type":558,"componentName":558,"componentContent":919},{"name":916,"role":920,"headshot":921,"config":924},"Principal Engineer, AI Engineering, GitLab",{"altText":916,"config":922},{"src":923},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760537925/E03N1RJJX7C-U03NFV6N2PN-4d786e81137a-512_m62zso.png",{"gitlabHandle":925},"jessieay",{"type":569,"componentName":569},"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":931,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":932,"seo":933,"content":935,"type":570,"slug":944,"_id":945,"_type":46,"title":946,"_source":48,"_file":947,"_stem":948,"_extension":51},"/en-us/the-source/authors/jlongo",{"layout":11},{"title":934},"Joseph Longo",[936,943],{"componentName":558,"type":558,"componentContent":937},{"config":938,"name":934,"headshot":940},{"gitlabHandle":939},"jlongo_gitlab",{"altText":934,"config":941},{"src":942},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463434/uoxaknpmoposbbgzqji8.png",{"componentName":569,"type":569},"jlongo","content:en-us:the-source:authors:jlongo.yml","Jlongo","en-us/the-source/authors/jlongo.yml","en-us/the-source/authors/jlongo",{"_path":950,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":951,"seo":952,"content":954,"type":570,"slug":966,"_id":967,"_type":46,"title":953,"_source":48,"_file":968,"_stem":969,"_extension":51},"/en-us/the-source/authors/joel-krooswyk",{"layout":11},{"title":953},"Joel Krooswyk",[955,965],{"componentName":558,"type":558,"componentContent":956},{"config":957,"name":953,"role":960,"bio":961,"headshot":962},{"gitlabHandle":958,"linkedInProfileUrl":959},"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":953,"config":963},{"src":964},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463423/mkmdhuxsjggfvokdmdv7.jpg",{"componentName":569,"type":569},"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":971,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":972,"seo":973,"content":975,"type":570,"slug":987,"_id":988,"_type":46,"title":974,"_source":48,"_file":989,"_stem":990,"_extension":51},"/en-us/the-source/authors/josh-lemos",{"layout":11},{"title":974},"Josh Lemos",[976,986],{"componentName":558,"type":558,"componentContent":977},{"config":978,"name":974,"role":981,"bio":982,"headshot":983},{"gitlabHandle":979,"linkedInProfileUrl":980},"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":974,"config":984},{"src":985},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463405/f4rqtiecakrekvxfhqar.jpg",{"componentName":569,"type":569},"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":992,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":993,"seo":994,"content":996,"type":570,"slug":1003,"_id":1004,"_type":46,"title":995,"_source":48,"_file":1005,"_stem":1006,"_extension":51},"/en-us/the-source/authors/julie-griffin",{"layout":11},{"title":995},"Julie Griffin",[997,1002],{"componentName":558,"type":558,"componentContent":998},{"name":995,"headshot":999},{"altText":995,"config":1000},{"src":1001},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463371/hqkbr3uk8hw2de7tltn4.webp",{"componentName":569,"type":569},"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":1008,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1009,"seo":1010,"content":1012,"type":570,"slug":1019,"_id":1020,"_type":46,"title":1011,"_source":48,"_file":1021,"_stem":1022,"_extension":51},"/en-us/the-source/authors/kristina-weis",{"layout":11},{"title":1011},"Kristina Weis",[1013,1018],{"componentName":558,"type":558,"componentContent":1014},{"name":1011,"headshot":1015},{"altText":1011,"config":1016},{"src":1017},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463469/eoolq6n6bs0zb8gmf0js.webp",{"componentName":569,"type":569},"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":1024,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1025,"seo":1026,"content":1028,"type":570,"slug":14,"_id":1039,"_type":46,"title":1027,"_source":48,"_file":1040,"_stem":1041,"_extension":51},"/en-us/the-source/authors/lee-faus",{"layout":11},{"title":1027},"Lee Faus",[1029,1038],{"componentName":558,"type":558,"componentContent":1030},{"config":1031,"name":1027,"role":1033,"bio":1034,"headshot":1035},{"gitlabHandle":1032},"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":1027,"config":1036},{"src":1037},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463398/vivhlomglvnstamj54bo.jpg",{"componentName":569,"type":569},"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":1043,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"type":570,"slug":1044,"config":1045,"seo":1046,"content":1049,"_id":1057,"_type":46,"title":1048,"_source":48,"_file":1058,"_stem":1059,"_extension":51},"/en-us/the-source/authors/nathen-harvey","nathen-harvey",{"layout":11},{"config":1047,"title":1048},{"noIndex":6},"Nathen Harvey",[1050,1056],{"type":558,"componentName":558,"componentContent":1051},{"name":1048,"role":1052,"headshot":1053},"DORA Lead, Google Cloud",{"altText":1048,"config":1054},{"src":1055},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760537671/ls7apap7dorwaguxs4hh.webp",{"type":569,"componentName":569},"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":1061,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1062,"seo":1063,"content":1065,"type":570,"slug":1069,"_id":1074,"_type":46,"title":1075,"_source":48,"_file":1076,"_stem":1077,"_extension":51},"/en-us/the-source/authors/ncregan",{"layout":11},{"title":1064},"Niall Cregan",[1066,1073],{"componentName":558,"type":558,"componentContent":1067},{"config":1068,"name":1064,"headshot":1070},{"gitlabHandle":1069},"ncregan",{"altText":1064,"config":1071},{"src":1072},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463431/yrtwodocb4cu3j7lkhyo.png",{"componentName":569,"type":569},"content:en-us:the-source:authors:ncregan.yml","Ncregan","en-us/the-source/authors/ncregan.yml","en-us/the-source/authors/ncregan",{"_path":1079,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"type":570,"slug":1080,"config":1081,"seo":1082,"content":1085,"_id":1092,"_type":46,"title":1084,"_source":48,"_file":1093,"_stem":1094,"_extension":51},"/en-us/the-source/authors/rob-smith","rob-smith",{"layout":11},{"config":1083,"title":1084},{"noIndex":6},"Rob Smith",[1086,1091],{"type":558,"componentName":558,"componentContent":1087},{"name":1084,"role":636,"headshot":1088},{"altText":1084,"config":1089},{"src":1090},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760625579/ndksqvsfysea4cnltb1r.jpg",{"type":569,"componentName":569},"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":1096,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1097,"seo":1098,"content":1100,"type":570,"slug":1111,"_id":1112,"_type":46,"title":1113,"_source":48,"_file":1114,"_stem":1115,"_extension":51},"/en-us/the-source/authors/rschulman",{"layout":11},{"title":1099},"Robin Schulman",[1101,1110],{"componentName":558,"type":558,"componentContent":1102},{"config":1103,"name":1099,"role":1105,"bio":1106,"headshot":1107},{"gitlabHandle":1104},"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":1099,"config":1108},{"src":1109},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463437/u2xfbudw1f8hhnkrgaoy.webp",{"componentName":569,"type":569},"rschulman","content:en-us:the-source:authors:rschulman.yml","Rschulman","en-us/the-source/authors/rschulman.yml","en-us/the-source/authors/rschulman",{"_path":1117,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1118,"seo":1119,"content":1121,"type":570,"slug":1130,"_id":1131,"_type":46,"title":1120,"_source":48,"_file":1132,"_stem":1133,"_extension":51},"/en-us/the-source/authors/sabrina-farmer",{"layout":11},{"title":1120},"Sabrina Farmer",[1122,1129],{"componentName":558,"type":558,"componentContent":1123},{"name":1120,"role":1124,"bio":1125,"headshot":1126},"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":1120,"config":1127},{"src":1128},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463377/udmzbjjr5xrcrffdlphx.webp",{"componentName":569,"type":569},"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":1135,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1136,"seo":1137,"content":1139,"type":570,"slug":1149,"_id":1150,"_type":46,"title":1138,"_source":48,"_file":1151,"_stem":1152,"_extension":51},"/en-us/the-source/authors/sandra-gittlen",{"layout":11},{"title":1138},"Sandra Gittlen",[1140,1148],{"componentName":558,"type":558,"componentContent":1141},{"config":1142,"name":1138,"role":1144,"headshot":1145},{"gitlabHandle":1143},"sgittlen","Managing Editor, Blog",{"altText":1138,"config":1146},{"src":1147},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463466/r7ckb9h2zr4c2rsz3zlm.png",{"componentName":569,"type":569},"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":1154,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1155,"seo":1156,"content":1158,"type":570,"slug":1165,"_id":1166,"_type":46,"title":1157,"_source":48,"_file":1167,"_stem":1168,"_extension":51},"/en-us/the-source/authors/sharon-gaudin",{"layout":11},{"title":1157},"Sharon Gaudin",[1159,1164],{"componentName":558,"type":558,"componentContent":1160},{"name":1157,"headshot":1161},{"altText":1157,"config":1162},{"src":1163},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463475/h6j4nnvykzyfzgvl7txb.webp",{"componentName":569,"type":569},"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":1170,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1171,"seo":1172,"content":1174,"type":570,"slug":1186,"_id":1187,"_type":46,"title":1173,"_source":48,"_file":1188,"_stem":1189,"_extension":51},"/en-us/the-source/authors/stephen-walters",{"layout":11},{"title":1173},"Stephen Walters",[1175,1185],{"componentName":558,"type":558,"componentContent":1176},{"config":1177,"name":1173,"role":1180,"bio":1181,"headshot":1182},{"gitlabHandle":1178,"linkedInProfileUrl":1179},"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":1173,"config":1183},{"src":1184},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463392/g6ktk5qb4vcqc9wqjlf9.jpg",{"componentName":569,"type":569},"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":1191,"_dir":552,"_draft":6,"_partial":6,"_locale":7,"config":1192,"seo":1193,"content":1195,"type":570,"slug":1207,"_id":1208,"_type":46,"title":1209,"_source":48,"_file":1210,"_stem":1211,"_extension":51},"/en-us/the-source/authors/taylor-mccaslin",{"layout":11},{"title":1194},"Taylor McCaslin",[1196,1206],{"componentName":558,"type":558,"componentContent":1197},{"config":1198,"name":1194,"role":1201,"bio":1202,"headshot":1203},{"gitlabHandle":1199,"linkedInProfileUrl":1200},"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":1194,"config":1204},{"src":1205},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463427/trfasilaeasosxfcxmsm.jpg",{"componentName":569,"type":569},"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",1761814435831]