[{"data":1,"prerenderedAt":1210},["ShallowReactive",2],{"/en-us/the-source/ai/emerging-agentic-ai-trends-reshaping-software-development":3,"footer-en-us":50,"the-source-banner-en-us":393,"the-source-navigation-en-us":405,"the-source-newsletter-en-us":433,"footer-source-/en-us/the-source/ai/emerging-agentic-ai-trends-reshaping-software-development/":444,"article-site-categories-en-us":455,"emerging-agentic-ai-trends-reshaping-software-development-article-hero-category-en-us":457,"emerging-agentic-ai-trends-reshaping-software-development-the-source-source-cta-en-us":481,"emerging-agentic-ai-trends-reshaping-software-development-category-en-us":496,"emerging-agentic-ai-trends-reshaping-software-development-the-source-resources-en-us":508,"emerging-agentic-ai-trends-reshaping-software-development-article-hero-author-en-us":547},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"config":8,"seo":13,"content":17,"type":41,"slug":42,"category":5,"_id":43,"_type":44,"title":45,"_source":46,"_file":47,"_stem":48,"_extension":49},"/en-us/the-source/ai/emerging-agentic-ai-trends-reshaping-software-development","ai",false,"",{"layout":9,"template":10,"author":11,"featured":6,"sourceCTA":12},"the-source","TheSourceArticle","chandler-gibbons","source-lp-enterprise-guide-to-agentic-ai",{"title":14,"description":15,"ogImage":16},"Emerging agentic AI trends reshaping software development","Discover how agentic AI transforms development from isolated coding to intelligent workflows that enhance productivity while maintaining security.","https://res.cloudinary.com/about-gitlab-com/image/upload/v1751464050/us6fmbypxtbjxrzxsbqy.png",{"title":14,"date":18,"description":15,"timeToRead":19,"heroImage":16,"keyTakeaways":20,"articleBody":24,"faq":25},"2025-04-14","4 min read",[21,22,23],"Agentic AI systems are evolving from simple code completion tools to autonomous agents that understand entire codebases, orchestrate complex workflows, and take proactive actions across the development lifecycle with minimal human input.","Enterprise adoption of agentic AI requires robust security guardrails, including audit trails, infrastructure protection, and access controls, allowing organizations to gain efficiency without compromising governance or compliance standards.","Successful implementation of agentic AI tools depends on establishing clear human-AI partnership models that maintain human oversight for critical decisions while leveraging automation to address technical debt and modernize legacy codebases at scale.","The future of software development lies in the balance between human innovation and artificial intelligence (AI) capabilities. Simple AI-powered code completion tools are evolving into [sophisticated agentic AI systems](https://about.gitlab.com/the-source/ai/agentic-ai-unlocking-developer-potential-at-scale/) capable of understanding entire codebases and streamlining complex workflows across the development lifecycle. Unlike AI assistants that simply respond to commands, modern autonomous agents can proactively identify problems, suggest solutions, and implement changes with minimal human input - [freeing developers to focus on higher-level problem-solving](https://about.gitlab.com/blog/gitlab-duo-workflow-enterprise-visibility-and-control-for-agentic-ai/), innovation, and the creative aspects of software development.\n\nHowever, as these changes accelerate, business leaders face important strategic choices about implementing agentic AI tools within their organizations while staying ahead of potential risks. Let’s explore a few major agentic AI trends that will reshape how enterprises develop software.\n\n## AI agents will complement, not replace, other AI tools\nThe first wave of AI development tools focused primarily on isolated tasks like code completion. The shift to AI agents isn’t about replacing these valuable tools, but rather complementing them with agentic AI systems that coordinate across the entire development ecosystem.\n\n[GitLab research](https://about.gitlab.com/developer-survey/) found that 42% of respondents use 6-10 tools in their development tech stack, and 20% use over 11 tools. What’s more, organizations using AI for software development were more likely to want to consolidate their toolchain than those not using AI. It’s clear that AI-powered development tools have the potential to boost developer productivity and efficiency, but that can’t happen if AI adds to the context-switching problem.\n\nAI agents offer a solution. They provide a single entry point for everyone building software to write code, check for vulnerabilities, update documentation, and more. AI agents can actively orchestrate the entire software lifecycle, managing complex tasks that previously required a developer to interact with three or four different tools, including AI code assistants and chat interfaces. This represents a significant advancement in how developers interact with AI systems, dramatically reducing the productivity drain caused by [context switching between tasks and tools](https://about.gitlab.com/the-source/ai/devops-leaders-fix-this-productivity-blocker-before-adding-ai/).\n\nLooking ahead, we’ll continue to see the convergence of AI agents and other AI tools as they evolve. AI agents will essentially become an orchestration layer that manages specialized systems, such as AI code assistants and security scanners, throughout the development process. At the same time, code assistants will evolve to incorporate more advanced agent-like capabilities, such as increased autonomy and more proactive problem-solving.\n\n## Enterprise-grade, secure AI agents will be mandatory\nAs agentic AI becomes more integrated into development processes, robust guardrails - comprehensive frameworks of policies, controls, and monitoring mechanisms - are emerging as a business imperative. These guardrails should govern how autonomous agents interact with development environments while maintaining the agility that makes them valuable.\n\nIn regulated industries, comprehensive audit trails must capture both AI-initiated changes and human intervention points, creating clear accountability chains that satisfy compliance requirements. For example, financial institutions and healthcare organizations will need granular access controls to ensure AI-powered agents comply with data protection regulations when handling sensitive customer or patient data.\n\nWith the rise of AI-generated code, determining the origin of specific pieces of code will also become more difficult, creating challenges in maintaining clean intellectual property rights and regulatory compliance. Organizations will need guardrails to track and verify the origin of AI-generated code while ensuring compliance with open source licensing obligations. These safeguards will allow organizations to gain the efficiency benefits of AI agents without compromising governance, security, or compliance standards.\n\n> Learn more about [security guardrails for AI agents in DevSecOps](https://about.gitlab.com/the-source/ai/implementing-effective-guardrails-for-ai-agents/), from compliance controls and infrastructure protection to user access management.\n\n## Agents will be critical for addressing technical debt at scale\nMany organizations struggle with [legacy codebases](https://about.gitlab.com/the-source/security/why-legacy-code-is-a-security-risk-and-how-ai-can-help/) that constrain innovation and consume maintenance resources. [GitLab research](https://about.gitlab.com/developer-survey/2024/ai/) found that 34% of all respondents using AI across the software development lifecycle already use AI to modernize legacy code. This is even higher in the financial services industry (46%). However, even with support from AI, code modernization is a complex process: in addition to updating the code itself, it requires testing, root cause analysis, vulnerability scanning, and documentation updates.\n\nAgentic AI is poised to help organizations make the code modernization process more efficient and reduce technical debt at scale. Agents can automatically refactor code to improve quality and reduce complexity while simultaneously migrating legacy languages like COBOL to modern alternatives. Throughout this modernization process, intelligent agents can also automatically manage all downstream dependencies, such as testing, CI/CD, and documentation.\n\nThe business impact of modernization through AI-powered agents goes far beyond cleaner code. It’s about freeing resources for innovation and accelerating response to market changes, which can provide significant competitive advantages for organizations undergoing digital transformation.\n\n## Human-AI partnership will be key\nAs autonomous agents become more capable, the relationship between humans and AI is also evolving. Successful organizations are developing clear models for human-AI collaboration that maintain appropriate human intervention while maximizing the benefits of automation.\n\nEffective partnerships include:\n- Clear delineation of AI versus human responsibilities\n- Transparent processes for reviewing AI-generated work\n- Training programs that help teams adapt to new workflows\n- [Metrics](https://about.gitlab.com/the-source/ai/4-steps-for-measuring-the-impact-of-ai/) that capture the combined impact of human-AI collaboration\n\nSuccessful agentic AI implementations maintain humans at the center of critical decisions while leveraging automation for speed and consistency. Organizations that establish this balanced partnership approach - acknowledging both the capabilities of autonomous systems and the essential value of human judgment - will likely experience better adoption rates and greater satisfaction with their AI investments.\n\n## Preparing for an agentic future\nEmbracing agentic AI represents a strategic inflection point for software development. Forward-thinking organizations are already considering how to use AI agents to orchestrate complex workflows, tackle technical debt at scale, and establish productive human-AI partnerships. As these technologies mature, companies that thoughtfully integrate autonomous agents into their development ecosystems - maintaining human judgment for critical decisions while automating routine tasks - will dramatically accelerate innovation cycles, enhance code quality, and gain significant competitive advantages in an increasingly AI-powered world.",[26,29,32,35,38],{"header":27,"content":28},"What are the key differences between agentic AI and generative AI?","While both agentic AI and generative AI leverage large language models, their purposes and behaviors differ significantly. Generative AI tools are typically reactive, producing text or code in response to prompts. Agentic AI, on the other hand, is proactive, it understands broader contexts, can maintain memory across tasks, make decisions, and take autonomous actions across the software development lifecycle. Agentic AI acts more like a collaborator than a tool, working in tandem with other systems and agents to orchestrate entire workflows.",{"header":30,"content":31},"How can agentic AI reduce developer context switching?","Agentic AI helps reduce context switching by serving as a central orchestration layer across development tasks. Instead of jumping between multiple tools for coding, testing, documentation, and vulnerability checks, developers can rely on an AI agent to manage and integrate these workflows. This creates a smoother, more focused experience, improving productivity and reducing fatigue.",{"header":33,"content":34},"What security measures are required when using agentic AI in enterprise environments?","Enterprise-grade agentic AI must be deployed with robust guardrails to ensure compliance, data protection, and infrastructure safety. These include audit trails for AI actions, multi-stage reviews, access controls for sensitive data, and safeguards against unauthorized changes to production systems. These measures help maintain trust and accountability as AI agents take on greater responsibility.",{"header":36,"content":37},"Can agentic AI help modernize legacy code?","Yes, agentic AI is well-suited to tackling technical debt. It can automatically refactor legacy code, manage downstream dependencies like testing and CI/CD, and handle migration from outdated languages to modern alternatives. This helps accelerate modernization efforts while freeing developers to focus on innovation.",{"header":39,"content":40},"How should organizations structure human-AI collaboration for best results?","The most effective agentic AI strategies establish clear partnership models between humans and AI agents. These models include defined roles, transparent review processes, and metrics to measure joint performance. Organizations that maintain human oversight for high-risk decisions while leveraging automation for speed and efficiency tend to see higher adoption rates and better outcomes.","article","emerging-agentic-ai-trends-reshaping-software-development","content:en-us:the-source:ai:emerging-agentic-ai-trends-reshaping-software-development.yml","yaml","Emerging Agentic Ai Trends Reshaping Software Development","content","en-us/the-source/ai/emerging-agentic-ai-trends-reshaping-software-development.yml","en-us/the-source/ai/emerging-agentic-ai-trends-reshaping-software-development","yml",{"_path":51,"_dir":52,"_draft":6,"_partial":6,"_locale":7,"data":53,"_id":389,"_type":44,"title":390,"_source":46,"_file":391,"_stem":392,"_extension":49},"/shared/en-us/main-footer","en-us",{"text":54,"source":55,"edit":61,"contribute":66,"config":71,"items":76,"minimal":381},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":56,"config":57},"View page source",{"href":58,"dataGaName":59,"dataGaLocation":60},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":62,"config":63},"Edit this page",{"href":64,"dataGaName":65,"dataGaLocation":60},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":67,"config":68},"Please contribute",{"href":69,"dataGaName":70,"dataGaLocation":60},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":72,"facebook":73,"youtube":74,"linkedin":75},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[77,135,192,251,319],{"title":78,"links":79,"subMenu":95},"Pricing",[80,85,90],{"text":81,"config":82},"View plans",{"href":83,"dataGaName":84,"dataGaLocation":60},"/pricing/","view plans",{"text":86,"config":87},"Why Premium?",{"href":88,"dataGaName":89,"dataGaLocation":60},"/pricing/premium/","why premium",{"text":91,"config":92},"Why Ultimate?",{"href":93,"dataGaName":94,"dataGaLocation":60},"/pricing/ultimate/","why ultimate",[96],{"title":97,"links":98},"Contact Us",[99,104,109,114,119,124,129],{"text":100,"config":101},"Contact sales",{"href":102,"dataGaName":103,"dataGaLocation":60},"/sales/","sales",{"text":105,"config":106},"Support portal",{"href":107,"dataGaName":108,"dataGaLocation":60},"https://support.gitlab.com","support portal",{"text":110,"config":111},"Customer portal",{"href":112,"dataGaName":113,"dataGaLocation":60},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"text":115,"config":116},"Status",{"href":117,"dataGaName":118,"dataGaLocation":60},"https://status.gitlab.com/","status",{"text":120,"config":121},"Terms of use",{"href":122,"dataGaName":123,"dataGaLocation":60},"/terms/","terms of use",{"text":125,"config":126},"Privacy statement",{"href":127,"dataGaName":128,"dataGaLocation":60},"/privacy/","privacy statement",{"text":130,"config":131},"Cookie preferences",{"dataGaName":132,"dataGaLocation":60,"id":133,"isOneTrustButton":134},"cookie preferences","ot-sdk-btn",true,{"title":136,"links":137,"subMenu":148},"Product",[138,143],{"text":139,"config":140},"DevSecOps platform",{"href":141,"dataGaName":142,"dataGaLocation":60},"/platform/","devsecops platform",{"text":144,"config":145},"AI-Assisted Development",{"href":146,"dataGaName":147,"dataGaLocation":60},"/gitlab-duo/","ai-assisted development",[149],{"title":150,"links":151},"Topics",[152,157,162,167,172,177,182,187],{"text":153,"config":154},"CICD",{"href":155,"dataGaName":156,"dataGaLocation":60},"/topics/ci-cd/","cicd",{"text":158,"config":159},"GitOps",{"href":160,"dataGaName":161,"dataGaLocation":60},"/topics/gitops/","gitops",{"text":163,"config":164},"DevOps",{"href":165,"dataGaName":166,"dataGaLocation":60},"/topics/devops/","devops",{"text":168,"config":169},"Version Control",{"href":170,"dataGaName":171,"dataGaLocation":60},"/topics/version-control/","version control",{"text":173,"config":174},"DevSecOps",{"href":175,"dataGaName":176,"dataGaLocation":60},"/topics/devsecops/","devsecops",{"text":178,"config":179},"Cloud Native",{"href":180,"dataGaName":181,"dataGaLocation":60},"/topics/cloud-native/","cloud native",{"text":183,"config":184},"AI for Coding",{"href":185,"dataGaName":186,"dataGaLocation":60},"/topics/devops/ai-for-coding/","ai for coding",{"text":188,"config":189},"Agentic AI",{"href":190,"dataGaName":191,"dataGaLocation":60},"/topics/agentic-ai/","agentic ai",{"title":193,"links":194},"Solutions",[195,199,204,209,214,218,223,226,231,236,241,246],{"text":196,"config":197},"Application Security Testing",{"href":198,"dataGaName":196,"dataGaLocation":60},"/solutions/application-security-testing/",{"text":200,"config":201},"Automated software delivery",{"href":202,"dataGaName":203,"dataGaLocation":60},"/solutions/delivery-automation/","automated software delivery",{"text":205,"config":206},"Agile development",{"href":207,"dataGaName":208,"dataGaLocation":60},"/solutions/agile-delivery/","agile delivery",{"text":210,"config":211},"SCM",{"href":212,"dataGaName":213,"dataGaLocation":60},"/solutions/source-code-management/","source code management",{"text":153,"config":215},{"href":216,"dataGaName":217,"dataGaLocation":60},"/solutions/continuous-integration/","continuous integration & delivery",{"text":219,"config":220},"Value stream management",{"href":221,"dataGaName":222,"dataGaLocation":60},"/solutions/value-stream-management/","value stream management",{"text":158,"config":224},{"href":225,"dataGaName":161,"dataGaLocation":60},"/solutions/gitops/",{"text":227,"config":228},"Enterprise",{"href":229,"dataGaName":230,"dataGaLocation":60},"/enterprise/","enterprise",{"text":232,"config":233},"Small business",{"href":234,"dataGaName":235,"dataGaLocation":60},"/small-business/","small business",{"text":237,"config":238},"Public sector",{"href":239,"dataGaName":240,"dataGaLocation":60},"/solutions/public-sector/","public sector",{"text":242,"config":243},"Education",{"href":244,"dataGaName":245,"dataGaLocation":60},"/solutions/education/","education",{"text":247,"config":248},"Financial services",{"href":249,"dataGaName":250,"dataGaLocation":60},"/solutions/finance/","financial services",{"title":252,"links":253},"Resources",[254,259,264,269,274,279,284,289,294,299,304,309,314],{"text":255,"config":256},"Install",{"href":257,"dataGaName":258,"dataGaLocation":60},"/install/","install",{"text":260,"config":261},"Quick start guides",{"href":262,"dataGaName":263,"dataGaLocation":60},"/get-started/","quick setup checklists",{"text":265,"config":266},"Learn",{"href":267,"dataGaName":268,"dataGaLocation":60},"https://university.gitlab.com/","learn",{"text":270,"config":271},"Product documentation",{"href":272,"dataGaName":273,"dataGaLocation":60},"https://docs.gitlab.com/","docs",{"text":275,"config":276},"Blog",{"href":277,"dataGaName":278,"dataGaLocation":60},"/blog/","blog",{"text":280,"config":281},"Customer success stories",{"href":282,"dataGaName":283,"dataGaLocation":60},"/customers/","customer success stories",{"text":285,"config":286},"Remote",{"href":287,"dataGaName":288,"dataGaLocation":60},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"text":290,"config":291},"GitLab Services",{"href":292,"dataGaName":293,"dataGaLocation":60},"/services/","services",{"text":295,"config":296},"TeamOps",{"href":297,"dataGaName":298,"dataGaLocation":60},"/teamops/","teamops",{"text":300,"config":301},"Community",{"href":302,"dataGaName":303,"dataGaLocation":60},"/community/","community",{"text":305,"config":306},"Forum",{"href":307,"dataGaName":308,"dataGaLocation":60},"https://forum.gitlab.com/","forum",{"text":310,"config":311},"Events",{"href":312,"dataGaName":313,"dataGaLocation":60},"/events/","events",{"text":315,"config":316},"Partners",{"href":317,"dataGaName":318,"dataGaLocation":60},"/partners/","partners",{"title":320,"links":321},"Company",[322,327,332,337,342,347,352,356,361,366,371,376],{"text":323,"config":324},"About",{"href":325,"dataGaName":326,"dataGaLocation":60},"/company/","company",{"text":328,"config":329},"Jobs",{"href":330,"dataGaName":331,"dataGaLocation":60},"/jobs/","jobs",{"text":333,"config":334},"Leadership",{"href":335,"dataGaName":336,"dataGaLocation":60},"/company/team/e-group/","leadership",{"text":338,"config":339},"Team",{"href":340,"dataGaName":341,"dataGaLocation":60},"/company/team/","team",{"text":343,"config":344},"Handbook",{"href":345,"dataGaName":346,"dataGaLocation":60},"https://handbook.gitlab.com/","handbook",{"text":348,"config":349},"Investor relations",{"href":350,"dataGaName":351,"dataGaLocation":60},"https://ir.gitlab.com/","investor relations",{"text":353,"config":354},"Sustainability",{"href":355,"dataGaName":353,"dataGaLocation":60},"/sustainability/",{"text":357,"config":358},"Diversity, inclusion and belonging (DIB)",{"href":359,"dataGaName":360,"dataGaLocation":60},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":362,"config":363},"Trust Center",{"href":364,"dataGaName":365,"dataGaLocation":60},"/security/","trust center",{"text":367,"config":368},"Newsletter",{"href":369,"dataGaName":370,"dataGaLocation":60},"/company/contact/","newsletter",{"text":372,"config":373},"Press",{"href":374,"dataGaName":375,"dataGaLocation":60},"/press/","press",{"text":377,"config":378},"Modern Slavery Transparency Statement",{"href":379,"dataGaName":380,"dataGaLocation":60},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":382},[383,385,387],{"text":120,"config":384},{"href":122,"dataGaName":123,"dataGaLocation":60},{"text":125,"config":386},{"href":127,"dataGaName":128,"dataGaLocation":60},{"text":130,"config":388},{"dataGaName":132,"dataGaLocation":60,"id":133,"isOneTrustButton":134},"content:shared:en-us:main-footer.yml","Main Footer","shared/en-us/main-footer.yml","shared/en-us/main-footer",{"_path":394,"_dir":395,"_draft":6,"_partial":6,"_locale":7,"visibility":134,"id":396,"title":397,"button":398,"_id":402,"_type":44,"_source":46,"_file":403,"_stem":404,"_extension":49},"/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":399,"text":401},{"href":400},"/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":406,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"logo":407,"subscribeLink":412,"navItems":416,"_id":429,"_type":44,"title":430,"_source":46,"_file":431,"_stem":432,"_extension":49},"/shared/en-us/the-source/navigation",{"altText":408,"config":409},"the source logo",{"src":410,"href":411},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1750191004/t7wz1klfb2kxkezksv9t.svg","/the-source/",{"text":413,"config":414},"Subscribe",{"href":415},"#subscribe",[417,421,425],{"text":418,"config":419},"Artificial Intelligence",{"href":420},"/the-source/ai/",{"text":422,"config":423},"Security & Compliance",{"href":424},"/the-source/security/",{"text":426,"config":427},"Platform & Infrastructure",{"href":428},"/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":434,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"title":435,"description":436,"submitMessage":437,"formData":438,"_id":441,"_type":44,"_source":46,"_file":442,"_stem":443,"_extension":49},"/shared/en-us/the-source/newsletter","The Source Newsletter","Stay updated with insights for the future of software development.","You have successfully signed up for The Source’s newsletter.",{"config":439},{"formId":440,"formName":370,"hideRequiredLabel":134},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":445,"seo":446,"content":447,"type":41,"slug":42,"category":5,"_id":43,"_type":44,"title":45,"_source":46,"_file":47,"_stem":48,"_extension":49},{"layout":9,"template":10,"author":11,"featured":6,"sourceCTA":12},{"title":14,"description":15,"ogImage":16},{"title":14,"date":18,"description":15,"timeToRead":19,"heroImage":16,"keyTakeaways":448,"articleBody":24,"faq":449},[21,22,23],[450,451,452,453,454],{"header":27,"content":28},{"header":30,"content":31},{"header":33,"content":34},{"header":36,"content":37},{"header":39,"content":40},{"categoryNames":456},{"ai":418,"platform":426,"security":422},{"_path":458,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"type":459,"config":460,"seo":461,"content":464,"slug":5,"_id":478,"_type":44,"title":7,"_source":46,"_file":479,"_stem":480,"_extension":49},"/en-us/the-source/ai","category",{"layout":9},{"title":418,"description":462,"ogImage":463},"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",[465,470],{"componentName":466,"type":466,"componentContent":467},"TheSourceCategoryHero",{"title":418,"description":462,"image":468},{"config":469},{"src":463},{"componentName":471,"type":471,"componentContent":472},"TheSourceCategoryMainSection",{"config":473},{"sourceCTAs":474},[475,476,477],"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":482,"_dir":483,"_draft":6,"_partial":6,"_locale":7,"config":484,"title":485,"description":486,"link":487,"slug":492,"_id":493,"_type":44,"_source":46,"_file":494,"_stem":495,"_extension":49},"/shared/en-us/the-source/source-lp-ctas/source-lp-enterprise-guide-to-agentic-ai","source-lp-ctas",{"slug":12},"The enterprise guide to agentic AI","Discover how agentic AI revolutionizes enterprise software development. Learn to achieve 10x productivity gains while reducing costs and security risks.",{"text":488,"config":489},"Read the guide",{"href":490,"dataGaLocation":491,"dataGaName":485},"/the-source/ai/transform-development-with-agentic-ai-the-enterprise-guide/","thesource","the-enterprise-guide-to-agentic-ai","content:shared:en-us:the-source:source-lp-ctas:source-lp-enterprise-guide-to-agentic-ai.yml","shared/en-us/the-source/source-lp-ctas/source-lp-enterprise-guide-to-agentic-ai.yml","shared/en-us/the-source/source-lp-ctas/source-lp-enterprise-guide-to-agentic-ai",{"_path":458,"_dir":9,"_draft":6,"_partial":6,"_locale":7,"type":459,"config":497,"seo":498,"content":499,"slug":5,"_id":478,"_type":44,"title":7,"_source":46,"_file":479,"_stem":480,"_extension":49},{"layout":9},{"title":418,"description":462,"ogImage":463},[500,504],{"componentName":466,"type":466,"componentContent":501},{"title":418,"description":462,"image":502},{"config":503},{"src":463},{"componentName":471,"type":471,"componentContent":505},{"config":506},{"sourceCTAs":507},[475,476,477],[509,522,534],{"_path":510,"_dir":483,"_draft":6,"_partial":6,"_locale":7,"config":511,"title":512,"description":513,"link":514,"_id":519,"_type":44,"_source":46,"_file":520,"_stem":521,"_extension":49},"/shared/en-us/the-source/source-lp-ctas/navigating-ai-maturity-in-devsecops",{"slug":476},"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":515,"config":516},"Read the report",{"href":517,"dataGaName":518,"dataGaLocation":491},"/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":523,"_dir":483,"_draft":6,"_partial":6,"_locale":7,"config":524,"title":525,"description":526,"link":527,"_id":531,"_type":44,"_source":46,"_file":532,"_stem":533,"_extension":49},"/shared/en-us/the-source/source-lp-ctas/source-lp-ai-guide-for-enterprise-leaders-building-the-right-approach",{"slug":477},"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":488,"config":528},{"href":529,"dataGaName":530,"dataGaLocation":491},"/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":535,"_dir":483,"_draft":6,"_partial":6,"_locale":7,"config":536,"title":537,"description":538,"link":539,"_id":544,"_type":44,"_source":46,"_file":545,"_stem":546,"_extension":49},"/shared/en-us/the-source/source-lp-ctas/source-lp-how-to-get-started-using-ai-in-software-development",{"slug":475},"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":540,"config":541},"Download the guide",{"href":542,"dataGaName":543,"dataGaLocation":491},"/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",[548,573,589,607,623,643,664,686,701,720,742,760,781,797,816,833,851,871,889,907,927,946,967,988,1004,1020,1040,1058,1076,1093,1114,1132,1151,1167,1188],{"_path":549,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":551,"seo":552,"content":554,"type":568,"slug":569,"_id":570,"_type":44,"title":553,"_source":46,"_file":571,"_stem":572,"_extension":49},"/en-us/the-source/authors/amanda-rueda","authors",{"layout":9},{"title":553},"Amanda Rueda",[555,566],{"type":556,"componentName":556,"componentContent":557},"TheSourceAuthorHero",{"config":558,"name":553,"role":561,"bio":562,"headshot":563},{"gitlabHandle":559,"linkedInProfileUrl":560},"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":553,"config":564},{"src":565},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463383/osecw1pzbxvb7fhqhiky.png",{"componentName":567,"type":567},"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":574,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":575,"seo":576,"content":578,"type":568,"slug":585,"_id":586,"_type":44,"title":577,"_source":46,"_file":587,"_stem":588,"_extension":49},"/en-us/the-source/authors/andre-michael-braun",{"layout":9},{"title":577},"Andre Michael Braun",[579,584],{"type":556,"componentName":556,"componentContent":580},{"name":577,"headshot":581},{"altText":577,"config":582},{"src":583},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463336/yl27k7wdlnkzsizwknn1.jpg",{"componentName":567,"type":567},"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":590,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":591,"seo":592,"content":594,"type":568,"slug":603,"_id":604,"_type":44,"title":593,"_source":46,"_file":605,"_stem":606,"_extension":49},"/en-us/the-source/authors/andrew-haschka",{"layout":9},{"title":593},"Andrew Haschka",[595,602],{"type":556,"componentName":556,"componentContent":596},{"name":593,"role":597,"bio":598,"headshot":599},"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":593,"config":600},{"src":601},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463349/z1qnc4uxmqgg3hnm3da4.png",{"componentName":567,"type":567},"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":608,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":609,"seo":610,"content":612,"type":568,"slug":619,"_id":620,"_type":44,"title":611,"_source":46,"_file":621,"_stem":622,"_extension":49},"/en-us/the-source/authors/ayoub-fandi",{"layout":9},{"title":611},"Ayoub Fandi",[613,618],{"componentName":556,"type":556,"componentContent":614},{"name":611,"headshot":615},{"altText":611,"config":616},{"src":617},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463329/wyp554loeyoibx3ozren.jpg",{"componentName":567,"type":567},"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":624,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":625,"seo":626,"content":628,"type":568,"slug":639,"_id":640,"_type":44,"title":627,"_source":46,"_file":641,"_stem":642,"_extension":49},"/en-us/the-source/authors/bob-stevens",{"layout":9},{"title":627},"Bob Stevens",[629,638],{"componentName":556,"type":556,"componentContent":630},{"config":631,"name":627,"role":634,"headshot":635},{"gitlabHandle":632,"linkedInProfileUrl":633},"bstevens1","https://www.linkedin.com/in/bob-stevens-1237564/","Public Sector Area Vice President, GitLab",{"altText":627,"config":636},{"src":637},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1752687939/mv3lhtimdzr8jmfqmbk1.jpg",{"componentName":567,"type":567},"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":644,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":645,"seo":646,"content":648,"type":568,"slug":660,"_id":661,"_type":44,"title":647,"_source":46,"_file":662,"_stem":663,"_extension":49},"/en-us/the-source/authors/brian-wald",{"layout":9},{"title":647},"Brian Wald",[649,659],{"componentName":556,"type":556,"componentContent":650},{"config":651,"name":647,"role":654,"bio":655,"headshot":656},{"gitlabHandle":652,"linkedInProfileUrl":653},"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":647,"config":657},{"src":658},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463417/fugpbux9miqbdx3wewtu.jpg",{"componentName":567,"type":567},"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":665,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":666,"seo":667,"content":669,"type":568,"slug":682,"_id":683,"_type":44,"title":668,"_source":46,"_file":684,"_stem":685,"_extension":49},"/en-us/the-source/authors/bryan-ross",{"layout":9},{"title":668},"Bryan Ross",[670,681],{"componentName":556,"type":556,"componentContent":671},{"config":672,"name":668,"role":676,"bio":677,"headshot":678},{"gitlabHandle":673,"twitterXProfileUrl":674,"linkedInProfileUrl":675},"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":668,"config":679},{"src":680},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463324/mvdyvskii4hltdrgqxom.jpg",{"componentName":567,"type":567},"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":687,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":688,"seo":689,"content":691,"type":568,"slug":11,"_id":698,"_type":44,"title":690,"_source":46,"_file":699,"_stem":700,"_extension":49},"/en-us/the-source/authors/chandler-gibbons",{"layout":9},{"title":690},"Chandler Gibbons",[692,697],{"componentName":556,"type":556,"componentContent":693},{"name":690,"headshot":694},{"altText":690,"config":695},{"src":696},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463362/o7g9fqtqtjvegfwniuxh.jpg",{"componentName":567,"type":567},"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":702,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":703,"seo":704,"content":706,"type":568,"slug":716,"_id":717,"_type":44,"title":705,"_source":46,"_file":718,"_stem":719,"_extension":49},"/en-us/the-source/authors/dave-steer",{"layout":9},{"title":705},"Dave Steer",[707,715],{"componentName":556,"type":556,"componentContent":708},{"config":709,"name":705,"role":711,"headshot":712},{"gitlabHandle":710},"dsteer","Vice President, Product Marketing",{"altText":705,"config":713},{"src":714},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463457/zbtapdkglu3yb9suaq7w.png",{"componentName":567,"type":567},"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":721,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":722,"seo":723,"content":725,"type":568,"slug":737,"_id":738,"_type":44,"title":739,"_source":46,"_file":740,"_stem":741,"_extension":49},"/en-us/the-source/authors/ddesanto",{"layout":9},{"title":724},"David DeSanto",[726,736],{"componentName":556,"type":556,"componentContent":727},{"config":728,"name":724,"role":731,"bio":732,"headshot":733},{"gitlabHandle":729,"linkedInProfileUrl":730},"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":724,"config":734},{"src":735},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463446/bgnljs84zcsxj0t6nvix.png",{"componentName":567,"type":567},"ddesanto","content:en-us:the-source:authors:ddesanto.yml","Ddesanto","en-us/the-source/authors/ddesanto.yml","en-us/the-source/authors/ddesanto",{"_path":743,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":744,"seo":745,"content":747,"type":568,"slug":755,"_id":756,"_type":44,"title":757,"_source":46,"_file":758,"_stem":759,"_extension":49},"/en-us/the-source/authors/derek-debellis",{"layout":9},{"title":746},"Derek DeBellis",[748,754],{"componentName":556,"type":556,"componentContent":749},{"name":746,"role":750,"headshot":751},"Lead Researcher, Google's DORA team ",{"altText":746,"config":752},{"src":753},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463385/sbnjwfaguszi5g2smzr7.png",{"componentName":567,"type":567},"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":761,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":762,"seo":763,"content":765,"type":568,"slug":777,"_id":778,"_type":44,"title":764,"_source":46,"_file":779,"_stem":780,"_extension":49},"/en-us/the-source/authors/emilio-salvador",{"layout":9},{"title":764},"Emilio Salvador",[766,776],{"componentName":556,"type":556,"componentContent":767},{"config":768,"name":764,"role":771,"bio":772,"headshot":773},{"gitlabHandle":769,"linkedInProfileUrl":770},"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":764,"config":774},{"src":775},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463402/g0snp3uisjm4tj3pkqcw.jpg",{"componentName":567,"type":567},"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":782,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":783,"seo":784,"content":786,"type":568,"slug":793,"_id":794,"_type":44,"title":785,"_source":46,"_file":795,"_stem":796,"_extension":49},"/en-us/the-source/authors/erika-feldman",{"layout":9},{"title":785},"Erika Feldman",[787,792],{"componentName":556,"type":556,"componentContent":788},{"name":785,"headshot":789},{"altText":785,"config":790},{"src":791},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463354/d9quqvz7d2ayjwif7vdn.png",{"componentName":567,"type":567},"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":798,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":799,"seo":800,"content":802,"type":568,"slug":812,"_id":813,"_type":44,"title":801,"_source":46,"_file":814,"_stem":815,"_extension":49},"/en-us/the-source/authors/george-kichukov",{"layout":9},{"title":801},"George Kichukov",[803,811],{"componentName":556,"type":556,"componentContent":804},{"config":805,"name":801,"role":676,"bio":807,"headshot":808},{"gitlabHandle":806},"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":801,"config":809},{"src":810},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463366/dk2knfancgsxocjkmyoa.jpg",{"componentName":567,"type":567},"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":817,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":818,"seo":819,"content":821,"type":568,"slug":828,"_id":829,"_type":44,"title":830,"_source":46,"_file":831,"_stem":832,"_extension":49},"/en-us/the-source/authors/gitlab",{"layout":9},{"title":820},"GitLab",[822,827],{"componentName":556,"type":556,"componentContent":823},{"name":820,"headshot":824},{"altText":820,"config":825},{"src":826},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463461/ts7io0hgpdyqylbzfire.png",{"componentName":567,"type":567},"gitlab","content:en-us:the-source:authors:gitlab.yml","Gitlab","en-us/the-source/authors/gitlab.yml","en-us/the-source/authors/gitlab",{"_path":834,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":835,"seo":836,"content":838,"type":568,"slug":847,"_id":848,"_type":44,"title":837,"_source":46,"_file":849,"_stem":850,"_extension":49},"/en-us/the-source/authors/grant-hickman",{"layout":9},{"title":837},"Grant Hickman",[839,846],{"componentName":556,"type":556,"componentContent":840},{"config":841,"name":837,"headshot":843},{"gitlabHandle":842},"g.hickman",{"altText":837,"config":844},{"src":845},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463463/f3uqwtugqotyhwutz5gu.png",{"componentName":567,"type":567},"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":852,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":853,"seo":854,"content":856,"type":568,"slug":867,"_id":868,"_type":44,"title":855,"_source":46,"_file":869,"_stem":870,"_extension":49},"/en-us/the-source/authors/haim-snir",{"layout":9},{"title":855},"Haim Snir",[857,866],{"componentName":556,"type":556,"componentContent":858},{"config":859,"name":855,"role":862,"headshot":863},{"gitlabHandle":860,"linkedInProfileUrl":861},"hsnir1","https://www.linkedin.com/in/haimsnir/","Senior Product Manager, Dev & Analytics, GitLab",{"altText":855,"config":864},{"src":865},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463395/nubmshvaq8wpomopllni.png",{"componentName":567,"type":567},"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":872,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":873,"seo":874,"content":876,"type":568,"slug":880,"_id":885,"_type":44,"title":886,"_source":46,"_file":887,"_stem":888,"_extension":49},"/en-us/the-source/authors/iganbaruch",{"layout":9},{"title":875},"Itzik Gan Baruch",[877,884],{"componentName":556,"type":556,"componentContent":878},{"config":879,"name":875,"headshot":881},{"gitlabHandle":880},"iganbaruch",{"altText":875,"config":882},{"src":883},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463443/vibb2fkc0ojni2d1eqde.png",{"componentName":567,"type":567},"content:en-us:the-source:authors:iganbaruch.yml","Iganbaruch","en-us/the-source/authors/iganbaruch.yml","en-us/the-source/authors/iganbaruch",{"_path":890,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"type":568,"slug":891,"config":892,"seo":893,"content":896,"_id":904,"_type":44,"title":895,"_source":46,"_file":905,"_stem":906,"_extension":49},"/en-us/the-source/authors/jason-morgan","jason-morgan",{"layout":9},{"config":894,"title":895},{"noIndex":6},"Jason Morgan",[897,903],{"type":556,"componentName":556,"componentContent":898},{"name":895,"role":899,"headshot":900},"Staff Solutions Architect",{"altText":895,"config":901},{"src":902},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758808571/n1inburdbemlmpcg9atj.jpg",{"type":567,"componentName":567},"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":908,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"type":568,"slug":909,"config":910,"seo":911,"content":914,"_id":924,"_type":44,"title":913,"_source":46,"_file":925,"_stem":926,"_extension":49},"/en-us/the-source/authors/jessie-young","jessie-young",{"layout":9},{"config":912,"title":913},{"noIndex":6},"Jessie Young",[915,923],{"type":556,"componentName":556,"componentContent":916},{"name":913,"role":917,"headshot":918,"config":921},"Principal Engineer, AI Engineering, GitLab",{"altText":913,"config":919},{"src":920},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760537925/E03N1RJJX7C-U03NFV6N2PN-4d786e81137a-512_m62zso.png",{"gitlabHandle":922},"jessieay",{"type":567,"componentName":567},"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":928,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":929,"seo":930,"content":932,"type":568,"slug":941,"_id":942,"_type":44,"title":943,"_source":46,"_file":944,"_stem":945,"_extension":49},"/en-us/the-source/authors/jlongo",{"layout":9},{"title":931},"Joseph Longo",[933,940],{"componentName":556,"type":556,"componentContent":934},{"config":935,"name":931,"headshot":937},{"gitlabHandle":936},"jlongo_gitlab",{"altText":931,"config":938},{"src":939},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463434/uoxaknpmoposbbgzqji8.png",{"componentName":567,"type":567},"jlongo","content:en-us:the-source:authors:jlongo.yml","Jlongo","en-us/the-source/authors/jlongo.yml","en-us/the-source/authors/jlongo",{"_path":947,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":948,"seo":949,"content":951,"type":568,"slug":963,"_id":964,"_type":44,"title":950,"_source":46,"_file":965,"_stem":966,"_extension":49},"/en-us/the-source/authors/joel-krooswyk",{"layout":9},{"title":950},"Joel Krooswyk",[952,962],{"componentName":556,"type":556,"componentContent":953},{"config":954,"name":950,"role":957,"bio":958,"headshot":959},{"gitlabHandle":955,"linkedInProfileUrl":956},"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":950,"config":960},{"src":961},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463423/mkmdhuxsjggfvokdmdv7.jpg",{"componentName":567,"type":567},"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":968,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":969,"seo":970,"content":972,"type":568,"slug":984,"_id":985,"_type":44,"title":971,"_source":46,"_file":986,"_stem":987,"_extension":49},"/en-us/the-source/authors/josh-lemos",{"layout":9},{"title":971},"Josh Lemos",[973,983],{"componentName":556,"type":556,"componentContent":974},{"config":975,"name":971,"role":978,"bio":979,"headshot":980},{"gitlabHandle":976,"linkedInProfileUrl":977},"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":971,"config":981},{"src":982},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463405/f4rqtiecakrekvxfhqar.jpg",{"componentName":567,"type":567},"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":989,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":990,"seo":991,"content":993,"type":568,"slug":1000,"_id":1001,"_type":44,"title":992,"_source":46,"_file":1002,"_stem":1003,"_extension":49},"/en-us/the-source/authors/julie-griffin",{"layout":9},{"title":992},"Julie Griffin",[994,999],{"componentName":556,"type":556,"componentContent":995},{"name":992,"headshot":996},{"altText":992,"config":997},{"src":998},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463371/hqkbr3uk8hw2de7tltn4.webp",{"componentName":567,"type":567},"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":1005,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1006,"seo":1007,"content":1009,"type":568,"slug":1016,"_id":1017,"_type":44,"title":1008,"_source":46,"_file":1018,"_stem":1019,"_extension":49},"/en-us/the-source/authors/kristina-weis",{"layout":9},{"title":1008},"Kristina Weis",[1010,1015],{"componentName":556,"type":556,"componentContent":1011},{"name":1008,"headshot":1012},{"altText":1008,"config":1013},{"src":1014},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463469/eoolq6n6bs0zb8gmf0js.webp",{"componentName":567,"type":567},"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":1021,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1022,"seo":1023,"content":1025,"type":568,"slug":1036,"_id":1037,"_type":44,"title":1024,"_source":46,"_file":1038,"_stem":1039,"_extension":49},"/en-us/the-source/authors/lee-faus",{"layout":9},{"title":1024},"Lee Faus",[1026,1035],{"componentName":556,"type":556,"componentContent":1027},{"config":1028,"name":1024,"role":1030,"bio":1031,"headshot":1032},{"gitlabHandle":1029},"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":1024,"config":1033},{"src":1034},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463398/vivhlomglvnstamj54bo.jpg",{"componentName":567,"type":567},"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":1041,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"type":568,"slug":1042,"config":1043,"seo":1044,"content":1047,"_id":1055,"_type":44,"title":1046,"_source":46,"_file":1056,"_stem":1057,"_extension":49},"/en-us/the-source/authors/nathen-harvey","nathen-harvey",{"layout":9},{"config":1045,"title":1046},{"noIndex":6},"Nathen Harvey",[1048,1054],{"type":556,"componentName":556,"componentContent":1049},{"name":1046,"role":1050,"headshot":1051},"DORA Lead, Google Cloud",{"altText":1046,"config":1052},{"src":1053},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760537671/ls7apap7dorwaguxs4hh.webp",{"type":567,"componentName":567},"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":1059,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1060,"seo":1061,"content":1063,"type":568,"slug":1067,"_id":1072,"_type":44,"title":1073,"_source":46,"_file":1074,"_stem":1075,"_extension":49},"/en-us/the-source/authors/ncregan",{"layout":9},{"title":1062},"Niall Cregan",[1064,1071],{"componentName":556,"type":556,"componentContent":1065},{"config":1066,"name":1062,"headshot":1068},{"gitlabHandle":1067},"ncregan",{"altText":1062,"config":1069},{"src":1070},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463431/yrtwodocb4cu3j7lkhyo.png",{"componentName":567,"type":567},"content:en-us:the-source:authors:ncregan.yml","Ncregan","en-us/the-source/authors/ncregan.yml","en-us/the-source/authors/ncregan",{"_path":1077,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"type":568,"slug":1078,"config":1079,"seo":1080,"content":1083,"_id":1090,"_type":44,"title":1082,"_source":46,"_file":1091,"_stem":1092,"_extension":49},"/en-us/the-source/authors/rob-smith","rob-smith",{"layout":9},{"config":1081,"title":1082},{"noIndex":6},"Rob Smith",[1084,1089],{"type":556,"componentName":556,"componentContent":1085},{"name":1082,"role":634,"headshot":1086},{"altText":1082,"config":1087},{"src":1088},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1760625579/ndksqvsfysea4cnltb1r.jpg",{"type":567,"componentName":567},"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":1094,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1095,"seo":1096,"content":1098,"type":568,"slug":1109,"_id":1110,"_type":44,"title":1111,"_source":46,"_file":1112,"_stem":1113,"_extension":49},"/en-us/the-source/authors/rschulman",{"layout":9},{"title":1097},"Robin Schulman",[1099,1108],{"componentName":556,"type":556,"componentContent":1100},{"config":1101,"name":1097,"role":1103,"bio":1104,"headshot":1105},{"gitlabHandle":1102},"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":1097,"config":1106},{"src":1107},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463437/u2xfbudw1f8hhnkrgaoy.webp",{"componentName":567,"type":567},"rschulman","content:en-us:the-source:authors:rschulman.yml","Rschulman","en-us/the-source/authors/rschulman.yml","en-us/the-source/authors/rschulman",{"_path":1115,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1116,"seo":1117,"content":1119,"type":568,"slug":1128,"_id":1129,"_type":44,"title":1118,"_source":46,"_file":1130,"_stem":1131,"_extension":49},"/en-us/the-source/authors/sabrina-farmer",{"layout":9},{"title":1118},"Sabrina Farmer",[1120,1127],{"componentName":556,"type":556,"componentContent":1121},{"name":1118,"role":1122,"bio":1123,"headshot":1124},"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":1118,"config":1125},{"src":1126},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463377/udmzbjjr5xrcrffdlphx.webp",{"componentName":567,"type":567},"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":1133,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1134,"seo":1135,"content":1137,"type":568,"slug":1147,"_id":1148,"_type":44,"title":1136,"_source":46,"_file":1149,"_stem":1150,"_extension":49},"/en-us/the-source/authors/sandra-gittlen",{"layout":9},{"title":1136},"Sandra Gittlen",[1138,1146],{"componentName":556,"type":556,"componentContent":1139},{"config":1140,"name":1136,"role":1142,"headshot":1143},{"gitlabHandle":1141},"sgittlen","Managing Editor, Blog",{"altText":1136,"config":1144},{"src":1145},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463466/r7ckb9h2zr4c2rsz3zlm.png",{"componentName":567,"type":567},"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":1152,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1153,"seo":1154,"content":1156,"type":568,"slug":1163,"_id":1164,"_type":44,"title":1155,"_source":46,"_file":1165,"_stem":1166,"_extension":49},"/en-us/the-source/authors/sharon-gaudin",{"layout":9},{"title":1155},"Sharon Gaudin",[1157,1162],{"componentName":556,"type":556,"componentContent":1158},{"name":1155,"headshot":1159},{"altText":1155,"config":1160},{"src":1161},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463475/h6j4nnvykzyfzgvl7txb.webp",{"componentName":567,"type":567},"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":1168,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1169,"seo":1170,"content":1172,"type":568,"slug":1184,"_id":1185,"_type":44,"title":1171,"_source":46,"_file":1186,"_stem":1187,"_extension":49},"/en-us/the-source/authors/stephen-walters",{"layout":9},{"title":1171},"Stephen Walters",[1173,1183],{"componentName":556,"type":556,"componentContent":1174},{"config":1175,"name":1171,"role":1178,"bio":1179,"headshot":1180},{"gitlabHandle":1176,"linkedInProfileUrl":1177},"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":1171,"config":1181},{"src":1182},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463392/g6ktk5qb4vcqc9wqjlf9.jpg",{"componentName":567,"type":567},"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":1189,"_dir":550,"_draft":6,"_partial":6,"_locale":7,"config":1190,"seo":1191,"content":1193,"type":568,"slug":1205,"_id":1206,"_type":44,"title":1207,"_source":46,"_file":1208,"_stem":1209,"_extension":49},"/en-us/the-source/authors/taylor-mccaslin",{"layout":9},{"title":1192},"Taylor McCaslin",[1194,1204],{"componentName":556,"type":556,"componentContent":1195},{"config":1196,"name":1192,"role":1199,"bio":1200,"headshot":1201},{"gitlabHandle":1197,"linkedInProfileUrl":1198},"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":1192,"config":1202},{"src":1203},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1751463427/trfasilaeasosxfcxmsm.jpg",{"componentName":567,"type":567},"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",1761814446747]