[{"data":1,"prerenderedAt":792},["ShallowReactive",2],{"/en-us/blog/categories/devsecops":3,"navigation-en-us":21,"banner-en-us":432,"footer-en-us":442,"devsecops-category-page-total-items-en-us":682,"devsecops-category-page-featured-en-us":683,"devsecops-category-page-1-en-us":712},{"id":4,"title":5,"body":6,"category":6,"config":7,"content":11,"description":6,"extension":13,"meta":14,"navigation":15,"path":16,"seo":17,"slug":6,"stem":19,"testContent":6,"type":6,"__hash__":20},"blogCategories/en-us/blog/categories/devsecops.yml","Devsecops",null,{"template":8,"slug":9,"hide":10},"BlogCategory","devsecops",false,{"name":12},"DevSecOps","yml",{},true,"/en-us/blog/categories/devsecops",{"title":12,"description":18},"Browse articles related to DevSecOps on the GitLab Blog","en-us/blog/categories/devsecops","CMEA5RSEzkIxqsAQ42q3nyQxbB-scYg0tjsE5w5w19w",{"data":22},{"logo":23,"freeTrial":28,"sales":33,"login":38,"items":43,"search":352,"minimal":383,"duo":402,"switchNav":411,"pricingDeployment":422},{"config":24},{"href":25,"dataGaName":26,"dataGaLocation":27},"/","gitlab logo","header",{"text":29,"config":30},"Get free trial",{"href":31,"dataGaName":32,"dataGaLocation":27},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com&glm_content=default-saas-trial/","free trial",{"text":34,"config":35},"Talk to sales",{"href":36,"dataGaName":37,"dataGaLocation":27},"/sales/","sales",{"text":39,"config":40},"Sign in",{"href":41,"dataGaName":42,"dataGaLocation":27},"https://gitlab.com/users/sign_in/","sign in",[44,71,166,171,273,333],{"text":45,"config":46,"cards":48},"Platform",{"dataNavLevelOne":47},"platform",[49,55,63],{"title":45,"description":50,"link":51},"The intelligent orchestration platform for DevSecOps",{"text":52,"config":53},"Explore our Platform",{"href":54,"dataGaName":47,"dataGaLocation":27},"/platform/",{"title":56,"description":57,"link":58},"GitLab Duo Agent Platform","Agentic AI for the entire software lifecycle",{"text":59,"config":60},"Meet GitLab Duo",{"href":61,"dataGaName":62,"dataGaLocation":27},"/gitlab-duo-agent-platform/","gitlab duo agent platform",{"title":64,"description":65,"link":66},"Why GitLab","See the top reasons enterprises choose GitLab",{"text":67,"config":68},"Learn more",{"href":69,"dataGaName":70,"dataGaLocation":27},"/why-gitlab/","why gitlab",{"text":72,"left":15,"config":73,"link":75,"lists":79,"footer":148},"Product",{"dataNavLevelOne":74},"solutions",{"text":76,"config":77},"View all Solutions",{"href":78,"dataGaName":74,"dataGaLocation":27},"/solutions/",[80,104,127],{"title":81,"description":82,"link":83,"items":88},"Automation","CI/CD and automation to accelerate deployment",{"config":84},{"icon":85,"href":86,"dataGaName":87,"dataGaLocation":27},"AutomatedCodeAlt","/solutions/delivery-automation/","automated software delivery",[89,93,96,100],{"text":90,"config":91},"CI/CD",{"href":92,"dataGaLocation":27,"dataGaName":90},"/solutions/continuous-integration/",{"text":56,"config":94},{"href":61,"dataGaLocation":27,"dataGaName":95},"gitlab duo agent platform - product menu",{"text":97,"config":98},"Source Code Management",{"href":99,"dataGaLocation":27,"dataGaName":97},"/solutions/source-code-management/",{"text":101,"config":102},"Automated Software Delivery",{"href":86,"dataGaLocation":27,"dataGaName":103},"Automated software delivery",{"title":105,"description":106,"link":107,"items":112},"Security","Deliver code faster without compromising security",{"config":108},{"href":109,"dataGaName":110,"dataGaLocation":27,"icon":111},"/solutions/application-security-testing/","security and compliance","ShieldCheckLight",[113,117,122],{"text":114,"config":115},"Application Security Testing",{"href":109,"dataGaName":116,"dataGaLocation":27},"Application security testing",{"text":118,"config":119},"Software Supply Chain Security",{"href":120,"dataGaLocation":27,"dataGaName":121},"/solutions/supply-chain/","Software supply chain security",{"text":123,"config":124},"Software Compliance",{"href":125,"dataGaName":126,"dataGaLocation":27},"/solutions/software-compliance/","software compliance",{"title":128,"link":129,"items":134},"Measurement",{"config":130},{"icon":131,"href":132,"dataGaName":133,"dataGaLocation":27},"DigitalTransformation","/solutions/visibility-measurement/","visibility and measurement",[135,139,143],{"text":136,"config":137},"Visibility & Measurement",{"href":132,"dataGaLocation":27,"dataGaName":138},"Visibility and Measurement",{"text":140,"config":141},"Value Stream Management",{"href":142,"dataGaLocation":27,"dataGaName":140},"/solutions/value-stream-management/",{"text":144,"config":145},"Analytics & Insights",{"href":146,"dataGaLocation":27,"dataGaName":147},"/solutions/analytics-and-insights/","Analytics and insights",{"title":149,"items":150},"GitLab for",[151,156,161],{"text":152,"config":153},"Enterprise",{"href":154,"dataGaLocation":27,"dataGaName":155},"/enterprise/","enterprise",{"text":157,"config":158},"Small Business",{"href":159,"dataGaLocation":27,"dataGaName":160},"/small-business/","small business",{"text":162,"config":163},"Public Sector",{"href":164,"dataGaLocation":27,"dataGaName":165},"/solutions/public-sector/","public sector",{"text":167,"config":168},"Pricing",{"href":169,"dataGaName":170,"dataGaLocation":27,"dataNavLevelOne":170},"/pricing/","pricing",{"text":172,"config":173,"link":175,"lists":179,"feature":264},"Resources",{"dataNavLevelOne":174},"resources",{"text":176,"config":177},"View all resources",{"href":178,"dataGaName":174,"dataGaLocation":27},"/resources/",[180,213,236],{"title":181,"items":182},"Getting started",[183,188,193,198,203,208],{"text":184,"config":185},"Install",{"href":186,"dataGaName":187,"dataGaLocation":27},"/install/","install",{"text":189,"config":190},"Quick start guides",{"href":191,"dataGaName":192,"dataGaLocation":27},"/get-started/","quick setup checklists",{"text":194,"config":195},"Learn",{"href":196,"dataGaLocation":27,"dataGaName":197},"https://university.gitlab.com/","learn",{"text":199,"config":200},"Product documentation",{"href":201,"dataGaName":202,"dataGaLocation":27},"https://docs.gitlab.com/","product documentation",{"text":204,"config":205},"Best practice videos",{"href":206,"dataGaName":207,"dataGaLocation":27},"/getting-started-videos/","best practice videos",{"text":209,"config":210},"Integrations",{"href":211,"dataGaName":212,"dataGaLocation":27},"/integrations/","integrations",{"title":214,"items":215},"Discover",[216,221,226,231],{"text":217,"config":218},"Customer success stories",{"href":219,"dataGaName":220,"dataGaLocation":27},"/customers/","customer success stories",{"text":222,"config":223},"Blog",{"href":224,"dataGaName":225,"dataGaLocation":27},"/blog/","blog",{"text":227,"config":228},"The Source",{"href":229,"dataGaName":230,"dataGaLocation":27},"/the-source/","the source",{"text":232,"config":233},"Remote",{"href":234,"dataGaName":235,"dataGaLocation":27},"https://handbook.gitlab.com/handbook/company/culture/all-remote/","remote",{"title":237,"items":238},"Connect",[239,244,249,254,259],{"text":240,"config":241},"GitLab Services",{"href":242,"dataGaName":243,"dataGaLocation":27},"/services/","services",{"text":245,"config":246},"Community",{"href":247,"dataGaName":248,"dataGaLocation":27},"/community/","community",{"text":250,"config":251},"Forum",{"href":252,"dataGaName":253,"dataGaLocation":27},"https://forum.gitlab.com/","forum",{"text":255,"config":256},"Events",{"href":257,"dataGaName":258,"dataGaLocation":27},"/events/","events",{"text":260,"config":261},"Partners",{"href":262,"dataGaName":263,"dataGaLocation":27},"/partners/","partners",{"textColor":265,"title":266,"text":267,"link":268},"#000","What’s new in GitLab","Stay updated with our latest features and improvements.",{"text":269,"config":270},"Read the latest",{"href":271,"dataGaName":272,"dataGaLocation":27},"/releases/whats-new/","whats new",{"text":274,"config":275,"lists":277},"Company",{"dataNavLevelOne":276},"company",[278],{"items":279},[280,285,291,293,298,303,308,313,318,323,328],{"text":281,"config":282},"About",{"href":283,"dataGaName":284,"dataGaLocation":27},"/company/","about",{"text":286,"config":287,"footerGa":290},"Jobs",{"href":288,"dataGaName":289,"dataGaLocation":27},"/jobs/","jobs",{"dataGaName":289},{"text":255,"config":292},{"href":257,"dataGaName":258,"dataGaLocation":27},{"text":294,"config":295},"Leadership",{"href":296,"dataGaName":297,"dataGaLocation":27},"/company/team/e-group/","leadership",{"text":299,"config":300},"Team",{"href":301,"dataGaName":302,"dataGaLocation":27},"/company/team/","team",{"text":304,"config":305},"Handbook",{"href":306,"dataGaName":307,"dataGaLocation":27},"https://handbook.gitlab.com/","handbook",{"text":309,"config":310},"Investor relations",{"href":311,"dataGaName":312,"dataGaLocation":27},"https://ir.gitlab.com/","investor relations",{"text":314,"config":315},"Trust Center",{"href":316,"dataGaName":317,"dataGaLocation":27},"/security/","trust center",{"text":319,"config":320},"AI Transparency Center",{"href":321,"dataGaName":322,"dataGaLocation":27},"/ai-transparency-center/","ai transparency center",{"text":324,"config":325},"Newsletter",{"href":326,"dataGaName":327,"dataGaLocation":27},"/company/contact/#contact-forms","newsletter",{"text":329,"config":330},"Press",{"href":331,"dataGaName":332,"dataGaLocation":27},"/press/","press",{"text":334,"config":335,"lists":336},"Contact us",{"dataNavLevelOne":276},[337],{"items":338},[339,342,347],{"text":34,"config":340},{"href":36,"dataGaName":341,"dataGaLocation":27},"talk to sales",{"text":343,"config":344},"Support portal",{"href":345,"dataGaName":346,"dataGaLocation":27},"https://support.gitlab.com","support portal",{"text":348,"config":349},"Customer portal",{"href":350,"dataGaName":351,"dataGaLocation":27},"https://customers.gitlab.com/customers/sign_in/","customer portal",{"close":353,"login":354,"suggestions":361},"Close",{"text":355,"link":356},"To search repositories and projects, login to",{"text":357,"config":358},"gitlab.com",{"href":41,"dataGaName":359,"dataGaLocation":360},"search login","search",{"text":362,"default":363},"Suggestions",[364,366,370,372,376,380],{"text":56,"config":365},{"href":61,"dataGaName":56,"dataGaLocation":360},{"text":367,"config":368},"Code Suggestions (AI)",{"href":369,"dataGaName":367,"dataGaLocation":360},"/solutions/code-suggestions/",{"text":90,"config":371},{"href":92,"dataGaName":90,"dataGaLocation":360},{"text":373,"config":374},"GitLab on AWS",{"href":375,"dataGaName":373,"dataGaLocation":360},"/partners/technology-partners/aws/",{"text":377,"config":378},"GitLab on Google Cloud",{"href":379,"dataGaName":377,"dataGaLocation":360},"/partners/technology-partners/google-cloud-platform/",{"text":381,"config":382},"Why GitLab?",{"href":69,"dataGaName":381,"dataGaLocation":360},{"freeTrial":384,"mobileIcon":389,"desktopIcon":394,"secondaryButton":397},{"text":385,"config":386},"Start free trial",{"href":387,"dataGaName":32,"dataGaLocation":388},"https://gitlab.com/-/trials/new/","nav",{"altText":390,"config":391},"Gitlab Icon",{"src":392,"dataGaName":393,"dataGaLocation":388},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203874/jypbw1jx72aexsoohd7x.svg","gitlab icon",{"altText":390,"config":395},{"src":396,"dataGaName":393,"dataGaLocation":388},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1758203875/gs4c8p8opsgvflgkswz9.svg",{"text":398,"config":399},"Get Started",{"href":400,"dataGaName":401,"dataGaLocation":388},"https://gitlab.com/-/trial_registrations/new?glm_source=about.gitlab.com/get-started/","get started",{"freeTrial":403,"mobileIcon":407,"desktopIcon":409},{"text":404,"config":405},"Learn more about GitLab Duo",{"href":61,"dataGaName":406,"dataGaLocation":388},"gitlab duo",{"altText":390,"config":408},{"src":392,"dataGaName":393,"dataGaLocation":388},{"altText":390,"config":410},{"src":396,"dataGaName":393,"dataGaLocation":388},{"button":412,"mobileIcon":417,"desktopIcon":419},{"text":413,"config":414},"/switch",{"href":415,"dataGaName":416,"dataGaLocation":388},"#contact","switch",{"altText":390,"config":418},{"src":392,"dataGaName":393,"dataGaLocation":388},{"altText":390,"config":420},{"src":421,"dataGaName":393,"dataGaLocation":388},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1773335277/ohhpiuoxoldryzrnhfrh.png",{"freeTrial":423,"mobileIcon":428,"desktopIcon":430},{"text":424,"config":425},"Back to pricing",{"href":169,"dataGaName":426,"dataGaLocation":388,"icon":427},"back to pricing","GoBack",{"altText":390,"config":429},{"src":392,"dataGaName":393,"dataGaLocation":388},{"altText":390,"config":431},{"src":396,"dataGaName":393,"dataGaLocation":388},{"title":433,"button":434,"config":439},"See how agentic AI transforms software delivery",{"text":435,"config":436},"Watch GitLab Transcend now",{"href":437,"dataGaName":438,"dataGaLocation":27},"/events/transcend/virtual/","transcend event",{"layout":440,"icon":441,"disabled":15},"release","AiStar",{"data":443},{"text":444,"source":445,"edit":451,"contribute":456,"config":461,"items":466,"minimal":671},"Git is a trademark of Software Freedom Conservancy and our use of 'GitLab' is under license",{"text":446,"config":447},"View page source",{"href":448,"dataGaName":449,"dataGaLocation":450},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/","page source","footer",{"text":452,"config":453},"Edit this page",{"href":454,"dataGaName":455,"dataGaLocation":450},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/content/","web ide",{"text":457,"config":458},"Please contribute",{"href":459,"dataGaName":460,"dataGaLocation":450},"https://gitlab.com/gitlab-com/marketing/digital-experience/about-gitlab-com/-/blob/main/CONTRIBUTING.md/","please contribute",{"twitter":462,"facebook":463,"youtube":464,"linkedin":465},"https://twitter.com/gitlab","https://www.facebook.com/gitlab","https://www.youtube.com/channel/UCnMGQ8QHMAnVIsI3xJrihhg","https://www.linkedin.com/company/gitlab-com",[467,514,566,610,637],{"title":167,"links":468,"subMenu":483},[469,473,478],{"text":470,"config":471},"View plans",{"href":169,"dataGaName":472,"dataGaLocation":450},"view plans",{"text":474,"config":475},"Why Premium?",{"href":476,"dataGaName":477,"dataGaLocation":450},"/pricing/premium/","why premium",{"text":479,"config":480},"Why Ultimate?",{"href":481,"dataGaName":482,"dataGaLocation":450},"/pricing/ultimate/","why ultimate",[484],{"title":485,"links":486},"Contact Us",[487,490,492,494,499,504,509],{"text":488,"config":489},"Contact sales",{"href":36,"dataGaName":37,"dataGaLocation":450},{"text":343,"config":491},{"href":345,"dataGaName":346,"dataGaLocation":450},{"text":348,"config":493},{"href":350,"dataGaName":351,"dataGaLocation":450},{"text":495,"config":496},"Status",{"href":497,"dataGaName":498,"dataGaLocation":450},"https://status.gitlab.com/","status",{"text":500,"config":501},"Terms of use",{"href":502,"dataGaName":503,"dataGaLocation":450},"/terms/","terms of use",{"text":505,"config":506},"Privacy statement",{"href":507,"dataGaName":508,"dataGaLocation":450},"/privacy/","privacy statement",{"text":510,"config":511},"Cookie preferences",{"dataGaName":512,"dataGaLocation":450,"id":513,"isOneTrustButton":15},"cookie preferences","ot-sdk-btn",{"title":72,"links":515,"subMenu":524},[516,520],{"text":517,"config":518},"DevSecOps platform",{"href":54,"dataGaName":519,"dataGaLocation":450},"devsecops platform",{"text":521,"config":522},"AI-Assisted Development",{"href":61,"dataGaName":523,"dataGaLocation":450},"ai-assisted development",[525],{"title":526,"links":527},"Topics",[528,533,538,543,548,551,556,561],{"text":529,"config":530},"CICD",{"href":531,"dataGaName":532,"dataGaLocation":450},"/topics/ci-cd/","cicd",{"text":534,"config":535},"GitOps",{"href":536,"dataGaName":537,"dataGaLocation":450},"/topics/gitops/","gitops",{"text":539,"config":540},"DevOps",{"href":541,"dataGaName":542,"dataGaLocation":450},"/topics/devops/","devops",{"text":544,"config":545},"Version Control",{"href":546,"dataGaName":547,"dataGaLocation":450},"/topics/version-control/","version control",{"text":12,"config":549},{"href":550,"dataGaName":9,"dataGaLocation":450},"/topics/devsecops/",{"text":552,"config":553},"Cloud Native",{"href":554,"dataGaName":555,"dataGaLocation":450},"/topics/cloud-native/","cloud native",{"text":557,"config":558},"AI for Coding",{"href":559,"dataGaName":560,"dataGaLocation":450},"/topics/devops/ai-for-coding/","ai for coding",{"text":562,"config":563},"Agentic AI",{"href":564,"dataGaName":565,"dataGaLocation":450},"/topics/agentic-ai/","agentic ai",{"title":567,"links":568},"Solutions",[569,571,573,578,582,585,589,592,594,597,600,605],{"text":114,"config":570},{"href":109,"dataGaName":114,"dataGaLocation":450},{"text":103,"config":572},{"href":86,"dataGaName":87,"dataGaLocation":450},{"text":574,"config":575},"Agile development",{"href":576,"dataGaName":577,"dataGaLocation":450},"/solutions/agile-delivery/","agile delivery",{"text":579,"config":580},"SCM",{"href":99,"dataGaName":581,"dataGaLocation":450},"source code management",{"text":529,"config":583},{"href":92,"dataGaName":584,"dataGaLocation":450},"continuous integration & delivery",{"text":586,"config":587},"Value stream management",{"href":142,"dataGaName":588,"dataGaLocation":450},"value stream management",{"text":534,"config":590},{"href":591,"dataGaName":537,"dataGaLocation":450},"/solutions/gitops/",{"text":152,"config":593},{"href":154,"dataGaName":155,"dataGaLocation":450},{"text":595,"config":596},"Small business",{"href":159,"dataGaName":160,"dataGaLocation":450},{"text":598,"config":599},"Public sector",{"href":164,"dataGaName":165,"dataGaLocation":450},{"text":601,"config":602},"Education",{"href":603,"dataGaName":604,"dataGaLocation":450},"/solutions/education/","education",{"text":606,"config":607},"Financial services",{"href":608,"dataGaName":609,"dataGaLocation":450},"/solutions/finance/","financial services",{"title":172,"links":611},[612,614,616,618,621,623,625,627,629,631,633,635],{"text":184,"config":613},{"href":186,"dataGaName":187,"dataGaLocation":450},{"text":189,"config":615},{"href":191,"dataGaName":192,"dataGaLocation":450},{"text":194,"config":617},{"href":196,"dataGaName":197,"dataGaLocation":450},{"text":199,"config":619},{"href":201,"dataGaName":620,"dataGaLocation":450},"docs",{"text":222,"config":622},{"href":224,"dataGaName":225,"dataGaLocation":450},{"text":217,"config":624},{"href":219,"dataGaName":220,"dataGaLocation":450},{"text":232,"config":626},{"href":234,"dataGaName":235,"dataGaLocation":450},{"text":240,"config":628},{"href":242,"dataGaName":243,"dataGaLocation":450},{"text":245,"config":630},{"href":247,"dataGaName":248,"dataGaLocation":450},{"text":250,"config":632},{"href":252,"dataGaName":253,"dataGaLocation":450},{"text":255,"config":634},{"href":257,"dataGaName":258,"dataGaLocation":450},{"text":260,"config":636},{"href":262,"dataGaName":263,"dataGaLocation":450},{"title":274,"links":638},[639,641,643,645,647,649,651,655,660,662,664,666],{"text":281,"config":640},{"href":283,"dataGaName":276,"dataGaLocation":450},{"text":286,"config":642},{"href":288,"dataGaName":289,"dataGaLocation":450},{"text":294,"config":644},{"href":296,"dataGaName":297,"dataGaLocation":450},{"text":299,"config":646},{"href":301,"dataGaName":302,"dataGaLocation":450},{"text":304,"config":648},{"href":306,"dataGaName":307,"dataGaLocation":450},{"text":309,"config":650},{"href":311,"dataGaName":312,"dataGaLocation":450},{"text":652,"config":653},"Sustainability",{"href":654,"dataGaName":652,"dataGaLocation":450},"/sustainability/",{"text":656,"config":657},"Diversity, inclusion and belonging (DIB)",{"href":658,"dataGaName":659,"dataGaLocation":450},"/diversity-inclusion-belonging/","Diversity, inclusion and belonging",{"text":314,"config":661},{"href":316,"dataGaName":317,"dataGaLocation":450},{"text":324,"config":663},{"href":326,"dataGaName":327,"dataGaLocation":450},{"text":329,"config":665},{"href":331,"dataGaName":332,"dataGaLocation":450},{"text":667,"config":668},"Modern Slavery Transparency Statement",{"href":669,"dataGaName":670,"dataGaLocation":450},"https://handbook.gitlab.com/handbook/legal/modern-slavery-act-transparency-statement/","modern slavery transparency statement",{"items":672},[673,676,679],{"text":674,"config":675},"Terms",{"href":502,"dataGaName":503,"dataGaLocation":450},{"text":677,"config":678},"Cookies",{"dataGaName":512,"dataGaLocation":450,"id":513,"isOneTrustButton":15},{"text":680,"config":681},"Privacy",{"href":507,"dataGaName":508,"dataGaLocation":450},161,{"id":684,"title":685,"authorSlugs":686,"authors":688,"body":690,"category":9,"categorySlug":9,"config":691,"content":694,"date":698,"description":695,"extension":13,"externalUrl":6,"featured":10,"heroImage":697,"isFeatured":10,"meta":701,"navigation":15,"path":702,"publishedDate":698,"rawbody":703,"seo":704,"slug":693,"stem":707,"tagSlugs":708,"tags":710,"template":692,"updatedDate":6,"__hash__":711},"blogPosts/en-us/blog/teaching-software-development-the-easy-way-using-gitlab.yml","Teaching software development the easy way using GitLab",[687],"rod-burns",[689],"Rod Burns","For instructors teaching software development, one of the biggest logistical challenges is assignment distribution and feedback at scale. How do you give large groups of students access to course materials, keep solution code private, and still deliver meaningful, contextual feedback without lots of administrative overhead?\n\nThe **[GitLab for Education program](https://about.gitlab.com/solutions/education/)** provides qualifying institutions with free access to **GitLab Ultimate**, enabling instructors to build professional-grade workflows that mirror real-world software development environments. In this article, you'll learn how Stephen G. Dame, a lecturer in the Computing and Software Systems department at the University of Washington, Bothell, uses simple workflows in GitLab to manage everything from course materials to student feedback across multiple classes.\n\n## From aerospace to academia: Bringing GitLab to the classroom\n\nDame came to academia with years of experience as a chief software engineer at Boeing Commercial Airplanes, where GitLab was used for aerospace projects. As an adjunct professor, he became an early advocate for GitLab within the university, joining the GitLab for Education program to access the full feature set needed to run structured, scalable course workflows.\n\n> **\"GitLab provides the greatest way to organize multiple classes, student assignments, lectures, and code samples through the use of Groups and Subgroups, which I found to be unique to GitLab compared to other repository platforms.\"**\n>\n> - Stephen G. Dame, University of Washington, Bothell\n\n## Set up groups: Build the right structure before writing a line of code\n\nThe foundation of an effective GitLab-based course is a well-planned group hierarchy. GitLab's **[Groups and Subgroups](https://docs.gitlab.com/tutorials/manage_user/#create-the-organization-parent-group-and-subgroups)** allow instructors to model the natural structure of a university department institution, course, and role with precise, inheritable permissions at every level.\n\nDame's structure places the university at the root (`UWTeaching`), with each course occupying its own subgroup (e.g. `css430`). Within each course sit repositories for `lecture-materials` and `code`, alongside dedicated Subgroups for `students` and `graders`. Instructor materials remain private, while student and grader subgroups are configured with controlled permissions so that assignment briefs and solutions are visible only to the right people.\n\n![Screenshot of GitLab group hierarchy — institution, course subgroup, and per-student subgroups](https://res.cloudinary.com/about-gitlab-com/image/upload/v1777463673/dpxfnitv76pdmvcqtgag.png)\n\nPermissions cascade downward through the hierarchy via **Manage > Members**, allowing Dame to add students to a course's `students` subgroup with `Reporter` access and an expiration date tied to the end of the academic quarter. Students can clone and pull from assignment repositories but cannot push — keeping solution code firmly under instructor control.\n\nStudents are guided to set up SSH keys across all their working environments (local machines, cloud shells, virtual machines) so they can clone repositories and receive weekly updates via `git pull`. They copy relevant code into their own private repositories to manage their own version history.\n\n**Tip for large classes:** For larger cohorts, adding students by hand is impractical. GitLab's REST API lets you automate subgroup creation and membership from a list of usernames. Below is a sample Python script that handles this:\n\n```python\n    import gitlab\n    from datetime import datetime\n\n    # Connect to your GitLab instance\n    gl = gitlab.Gitlab('https://gitlab.com', private_token='YOUR_PRIVATE_TOKEN')\n\n    # Target parent group ID (e.g., the ID for \"css430 > students\")\n    parent_group_id = 12345678\n\n    # Set expiration: typically the beginning of the next month after quarter end\n    expiry_date = '2025-01-01'\n\n    # List of collected student usernames\n    student_list = ['alice_css430', 'bob_css430', 'carol_css430', 'dave_css430', 'eve_css430']\n\n    for username in student_list:\n        try:\n            # 1. Create a personal subgroup for the student\n            subgroup = gl.groups.create({\n                'name': username,\n                'path': username,\n                'parent_id': parent_group_id,\n                'visibility': 'private'\n            })\n\n            # 2. Add student to the new subgroup with Expiration\n            user = gl.users.list(username=username)[0]\n            subgroup.members.create({\n                'user_id': user.id,\n                'access_level': gitlab.const.REPORTER_ACCESS,\n                'expires_at': expiry_date\n            })\n            print(f\"Success: Subgroup created and student added for {username}\")\n        except Exception as e:\n            print(f\"Error processing {username}: {e}\")\n```\nThere is also an [open source project that automates class management](https://gitlab.com/edu-docs/class-management-automation) published by GitLab that provides additional tooling for this workflow.\n## Give feedback where the work actually lives\n\nOnce the structure is in place, the feedback workflow is where GitLab's value becomes most apparent to students. Dame asks students to submit assignments by opening a **[merge request](https://docs.gitlab.com/user/project/merge_requests/)** in their repository. This gives instructors an immediate, clean diff of everything the student has written.\n![A GitLab merge request showing inline code comment function for an instructor](https://res.cloudinary.com/about-gitlab-com/image/upload/v1777467468/icclzyglbkwlvfysggbi.png)\nInstructors can click any line of code and leave an **inline comment** — not just flagging what is wrong, but explaining why, and pointing to what to look at next. Students receive this feedback in direct context with their code, which is far more actionable than a comment at the bottom of a submitted document.\n\n## Join GitLab for Education\n\nSetting up your first GitLab assignment takes some initial effort, but once the structure is in place it largely runs itself. The real payoff goes beyond organization: Students graduate having worked daily in an environment that mirrors professional software development, building habits around [version control](https://about.gitlab.com/topics/version-control/) and [code review](https://docs.gitlab.com/development/code_review/) rather than learning them as abstract concepts.\n\nIf you are just getting started, keep it simple. Begin with a single course group, one assignment template, and a basic pipeline. The structure will grow naturally alongside your confidence with the platform.\n\nMake sure to **[sign up for GitLab for Education](https://about.gitlab.com/solutions/education/join/)** so that you and your students can access all top-tier features, including unlimited reviewers on merge requests, additional compute minutes, and expanded storage.\n\n> [Apply to the GitLab for Education program today](https://about.gitlab.com/solutions/education/join/).",{"featured":10,"template":692,"slug":693},"BlogPost","teaching-software-development-the-easy-way-using-gitlab",{"title":685,"description":695,"authors":696,"heroImage":697,"date":698,"body":690,"category":9,"tags":699},"Learn how University of Washington lecturer Stephen G. Dame uses GitLab for Education to manage student assignments, distribute course materials, and provide inline code feedback at scale.\n",[689],"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659537/Blog/Hero%20Images/display-article-image-0679-1800x945-fy26.png","2026-04-29",[604,700],"open source",{},"/en-us/blog/teaching-software-development-the-easy-way-using-gitlab","seo:\n  config:\n    noIndex: false\n  description: Learn how to use GitLab for Education to manage student\n    assignments, distribute course materials, and provide inline code feedback\n    at scale.\n  title: Teaching software development the easy way using GitLab\ncontent:\n  title: Teaching software development the easy way using GitLab\n  description: >\n    Learn how University of Washington lecturer Stephen G. Dame uses GitLab for\n    Education to manage student assignments, distribute course materials, and\n    provide inline code feedback at scale.\n  authors:\n    - Rod Burns\n  heroImage: https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659537/Blog/Hero%20Images/display-article-image-0679-1800x945-fy26.png\n  date: 2026-04-29\n  body: >-\n    For instructors teaching software development, one of the biggest logistical\n    challenges is assignment distribution and feedback at scale. How do you give\n    large groups of students access to course materials, keep solution code\n    private, and still deliver meaningful, contextual feedback without lots of\n    administrative overhead?\n\n\n    The **[GitLab for Education program](https://about.gitlab.com/solutions/education/)** provides qualifying institutions with free access to **GitLab Ultimate**, enabling instructors to build professional-grade workflows that mirror real-world software development environments. In this article, you'll learn how Stephen G. Dame, a lecturer in the Computing and Software Systems department at the University of Washington, Bothell, uses simple workflows in GitLab to manage everything from course materials to student feedback across multiple classes.\n\n\n    ## From aerospace to academia: Bringing GitLab to the classroom\n\n\n    Dame came to academia with years of experience as a chief software engineer at Boeing Commercial Airplanes, where GitLab was used for aerospace projects. As an adjunct professor, he became an early advocate for GitLab within the university, joining the GitLab for Education program to access the full feature set needed to run structured, scalable course workflows.\n\n\n    > **\"GitLab provides the greatest way to organize multiple classes, student assignments, lectures, and code samples through the use of Groups and Subgroups, which I found to be unique to GitLab compared to other repository platforms.\"**\n\n    >\n\n    > - Stephen G. Dame, University of Washington, Bothell\n\n\n    ## Set up groups: Build the right structure before writing a line of code\n\n\n    The foundation of an effective GitLab-based course is a well-planned group hierarchy. GitLab's **[Groups and Subgroups](https://docs.gitlab.com/tutorials/manage_user/#create-the-organization-parent-group-and-subgroups)** allow instructors to model the natural structure of a university department institution, course, and role with precise, inheritable permissions at every level.\n\n\n    Dame's structure places the university at the root (`UWTeaching`), with each course occupying its own subgroup (e.g. `css430`). Within each course sit repositories for `lecture-materials` and `code`, alongside dedicated Subgroups for `students` and `graders`. Instructor materials remain private, while student and grader subgroups are configured with controlled permissions so that assignment briefs and solutions are visible only to the right people.\n\n\n    ![Screenshot of GitLab group hierarchy — institution, course subgroup, and per-student subgroups](https://res.cloudinary.com/about-gitlab-com/image/upload/v1777463673/dpxfnitv76pdmvcqtgag.png)\n\n\n    Permissions cascade downward through the hierarchy via **Manage > Members**, allowing Dame to add students to a course's `students` subgroup with `Reporter` access and an expiration date tied to the end of the academic quarter. Students can clone and pull from assignment repositories but cannot push — keeping solution code firmly under instructor control.\n\n\n    Students are guided to set up SSH keys across all their working environments (local machines, cloud shells, virtual machines) so they can clone repositories and receive weekly updates via `git pull`. They copy relevant code into their own private repositories to manage their own version history.\n\n\n    **Tip for large classes:** For larger cohorts, adding students by hand is impractical. GitLab's REST API lets you automate subgroup creation and membership from a list of usernames. Below is a sample Python script that handles this:\n\n\n    ```python\n        import gitlab\n        from datetime import datetime\n\n        # Connect to your GitLab instance\n        gl = gitlab.Gitlab('https://gitlab.com', private_token='YOUR_PRIVATE_TOKEN')\n\n        # Target parent group ID (e.g., the ID for \"css430 > students\")\n        parent_group_id = 12345678\n\n        # Set expiration: typically the beginning of the next month after quarter end\n        expiry_date = '2025-01-01'\n\n        # List of collected student usernames\n        student_list = ['alice_css430', 'bob_css430', 'carol_css430', 'dave_css430', 'eve_css430']\n\n        for username in student_list:\n            try:\n                # 1. Create a personal subgroup for the student\n                subgroup = gl.groups.create({\n                    'name': username,\n                    'path': username,\n                    'parent_id': parent_group_id,\n                    'visibility': 'private'\n                })\n\n                # 2. Add student to the new subgroup with Expiration\n                user = gl.users.list(username=username)[0]\n                subgroup.members.create({\n                    'user_id': user.id,\n                    'access_level': gitlab.const.REPORTER_ACCESS,\n                    'expires_at': expiry_date\n                })\n                print(f\"Success: Subgroup created and student added for {username}\")\n            except Exception as e:\n                print(f\"Error processing {username}: {e}\")\n    ```\n\n    There is also an [open source project that automates class management](https://gitlab.com/edu-docs/class-management-automation) published by GitLab that provides additional tooling for this workflow.\n\n    ## Give feedback where the work actually lives\n\n\n    Once the structure is in place, the feedback workflow is where GitLab's value becomes most apparent to students. Dame asks students to submit assignments by opening a **[merge request](https://docs.gitlab.com/user/project/merge_requests/)** in their repository. This gives instructors an immediate, clean diff of everything the student has written.\n\n    ![A GitLab merge request showing inline code comment function for an instructor](https://res.cloudinary.com/about-gitlab-com/image/upload/v1777467468/icclzyglbkwlvfysggbi.png)\n\n    Instructors can click any line of code and leave an **inline comment** — not just flagging what is wrong, but explaining why, and pointing to what to look at next. Students receive this feedback in direct context with their code, which is far more actionable than a comment at the bottom of a submitted document.\n\n\n    ## Join GitLab for Education\n\n\n    Setting up your first GitLab assignment takes some initial effort, but once the structure is in place it largely runs itself. The real payoff goes beyond organization: Students graduate having worked daily in an environment that mirrors professional software development, building habits around [version control](https://about.gitlab.com/topics/version-control/) and [code review](https://docs.gitlab.com/development/code_review/) rather than learning them as abstract concepts.\n\n\n    If you are just getting started, keep it simple. Begin with a single course group, one assignment template, and a basic pipeline. The structure will grow naturally alongside your confidence with the platform.\n\n\n    Make sure to **[sign up for GitLab for Education](https://about.gitlab.com/solutions/education/join/)** so that you and your students can access all top-tier features, including unlimited reviewers on merge requests, additional compute minutes, and expanded storage.\n\n\n    > [Apply to the GitLab for Education program today](https://about.gitlab.com/solutions/education/join/).\n  category: devsecops\n  tags:\n    - education\n    - open source\nconfig:\n  featured: false\n  template: BlogPost\n  slug: teaching-software-development-the-easy-way-using-gitlab\n",{"config":705,"description":706,"title":685},{"noIndex":10},"Learn how to use GitLab for Education to manage student assignments, distribute course materials, and provide inline code feedback at scale.","en-us/blog/teaching-software-development-the-easy-way-using-gitlab",[604,709],"open-source",[604,700],"_4IAmnvdYRxeHnGsdo1k1p0BfWw8FnQloNnJx7nt_Os",[713,722,731,741,750,759,768,775,784],{"content":714,"config":720},{"title":715,"heroImage":716,"category":9,"description":717,"authors":718},"AI is reshaping DevSecOps: Attend GitLab Transcend to see what’s next","https://res.cloudinary.com/about-gitlab-com/image/upload/v1767982271/e9ogyosmuummq7j65zqg.png","AI-generated code is 34% of development work. Discover how to balance productivity gains with quality, reliability, and security.",[719],"Manav Khurana",{"externalUrl":-1,"slug":721},"ai-is-reshaping-devsecops-attend-gitlab-transcend-to-see-whats-next",{"content":723,"config":729},{"title":724,"heroImage":725,"category":9,"description":726,"authors":727},"Atlassian ending Data Center as GitLab maintains deployment choice","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098354/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%281%29_5XrohmuWBNuqL89BxVUzWm_1750098354056.png","As Atlassian transitions Data Center customers to cloud-only, GitLab presents a menu of deployment choices that map to business needs.",[728],"Emilio Salvador",{"externalUrl":-1,"slug":730},"atlassian-ending-data-center-as-gitlab-maintains-deployment-choice",{"content":732,"config":739},{"title":733,"heroImage":734,"category":9,"description":735,"authors":736},"Why financial services choose single-tenant SaaS","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749662023/Blog/Hero%20Images/display-dedicated-for-government-article-image-0679-1800x945-fy26.png","Discover how GitLab Dedicated can help financial services organizations achieve compliant DevSecOps without compromising performance.",[737,738],"George Kichukov","Allie Holland",{"externalUrl":-1,"slug":740},"why-financial-services-choose-single-tenant-saas",{"content":742,"config":748},{"title":743,"heroImage":744,"category":9,"description":745,"authors":746},"Why now is the time for embedded DevSecOps","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659978/Blog/Hero%20Images/automation.png","Learn how embedded development teams address long feedback cycles, manual compliance, and isolated development with DevSecOps.",[747],"Matt DeLaney",{"externalUrl":-1,"slug":749},"why-now-is-the-time-for-embedded-devsecops",{"content":751,"config":757},{"title":752,"heroImage":753,"category":9,"description":754,"authors":755},"Why are organizations moving to a unified DevSecOps platform?","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750097063/Blog/Hero%20Images/Blog/Hero%20Images/securitylifecycle-light_securitylifecycle-light.png_1750097063583.png","Learn about GitLab's comprehensive, unified DevSecOps platform, which integrates tools, enhances security, and leverages AI for efficient software development.",[756],"Itzik Gan Baruch",{"externalUrl":-1,"slug":758},"why-are-organizations-moving-to-a-unified-devsecops-platform",{"content":760,"config":766},{"title":761,"heroImage":762,"category":9,"description":763,"authors":764},"Ultimate guide to CI/CD: Fundamentals to advanced implementation","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749660151/Blog/Hero%20Images/blog-image-template-1800x945__26_.png","Learn how to modernize continuous integration/continuous deployment, including automating the development, delivery, and security of pipelines.",[765],"Sandra Gittlen",{"externalUrl":-1,"slug":767},"ultimate-guide-to-ci-cd-fundamentals-to-advanced-implementation",{"content":769,"config":773},{"title":770,"heroImage":771,"category":9,"description":772,"authors":-1},"Overcome AI sprawl with a Value Stream Management approach","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749665000/Blog/Hero%20Images/display-the-source-article-overcome-ai-sprawl-image-0492-1800x945-fy25.png","From The Source: Learn how an AI strategy based on Value Stream Management can stop AI sprawl and supply chain constraints and drive ROI.",{"externalUrl":774,"slug":-1},"https://about.gitlab.com/the-source/ai/overcome-ai-sprawl-with-a-value-stream-management-approach/",{"content":776,"config":782},{"title":777,"heroImage":778,"category":9,"description":779,"authors":780},"ICYMI: Key AI and security insights from our developer community","https://res.cloudinary.com/about-gitlab-com/image/upload/v1750098331/Blog/Hero%20Images/Blog/Hero%20Images/blog-image-template-1800x945%20%286%29_55zMmdJIUpfh5qaPW9dtVA_1750098331584.png","Our latest LinkedIn Live highlights the hottest trends in AI, security, DevSecOps, and more. Also get a taste of the GitLab community contributions that are making an impact.",[781],"Fatima Sarah Khalid",{"externalUrl":-1,"slug":783},"icymi-key-ai-and-security-insights-from-our-developer-community",{"content":785,"config":790},{"title":786,"heroImage":787,"category":9,"description":788,"authors":789},"Develop C++ unit testing with Catch2, JUnit, and GitLab CI","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659684/Blog/Hero%20Images/AdobeStock_479904468__1_.jpg","Learn how to set up, write, and automate C++ unit tests using Catch2 with GitLab CI/CD. See examples from a working air quality app project and AI-powered help from GitLab Duo.",[781],{"externalUrl":-1,"slug":791},"develop-c-unit-testing-with-catch2-junit-and-gitlab-ci",1777493617860]