[{"data":1,"prerenderedAt":819},["ShallowReactive",2],{"/en-us/blog/developing-a-successful-devops-strategy":3,"navigation-en-us":40,"banner-en-us":451,"footer-en-us":461,"blog-post-authors-en-us-GitLab":700,"blog-related-posts-en-us-developing-a-successful-devops-strategy":714,"blog-promotions-en-us":757,"next-steps-en-us":809},{"id":4,"title":5,"authorSlugs":6,"authors":8,"body":10,"category":11,"categorySlug":11,"config":12,"content":16,"date":20,"description":17,"extension":25,"externalUrl":26,"featured":14,"heroImage":19,"isFeatured":14,"meta":27,"navigation":28,"path":29,"publishedDate":20,"rawbody":30,"seo":31,"slug":13,"stem":35,"tagSlugs":36,"tags":38,"template":15,"updatedDate":26,"__hash__":39},"blogPosts/en-us/blog/developing-a-successful-devops-strategy.yml","Developing a successful DevOps strategy",[7],"gitlab",[9],"GitLab","Some 60% of developers are releasing code 2x faster than before, [thanks to DevOps](https://learn.gitlab.com/c/2021-devsecops-report?x=u5RjB), and a majority of respondents to our 2021 Global DevSecOps Survey said their teams develop software using DevOps or DevSecOps.\n\n[DevOps](/topics/devops/) has had a direct impact on many businesses. Here’s what it takes to develop a successful DevOps strategy.\n\n## What is DevOps?\n\nDevOps is a set of practices that combines dev and ops to create safer software faster.\n\nThe main DevOps principles are automation, [continuous integration and delivery](/topics/ci-cd/) and responding quickly to feedback. Others are agile planning, infrastructure as code (IaC), containerization and microservices. Also, building in quality assurance and security with development and operations through the application lifecycle is important. Incorporating security into a DevOps team is referred to as [DevSecOps](https://about.gitlab.com/topics/devsecops/).\n\nEnabling the speed of delivery while maintaining high software quality requires an [organizational culture shift](https://www.ibm.com/cloud/learn/devops-a-complete-guide) that automates and integrates the efforts of the development and ops teams – two groups that traditionally practiced separately from each other, or in silos.\nBut the best DevOps processes and cultures extend beyond development and operations to incorporate input from all application stakeholders – including platform and infrastructure engineering, security, compliance, governance, risk management, line-of-business, end users and customers – into the software development lifecycle. \n\n## What are the benefits of a successful DevOps strategy?\n\nA successful DevOps strategy puts the focus on the customer. It’s not enough to focus on developing good software because this approach justifies prolonged development and release deadlines. It also overlooks the most critical factor: the consumer of the software. Your customer doesn’t care much about the process – they just want a quality product that will address their problem.  A successful DevOps strategy puts the team in the consumer’s shoes.\n\nAnother benefit of DevOps is that it allows a variety of teams, such as operations, security or project management, to work in an [Agile](/topics/agile-delivery/) setting. While development teams have become more Agile over the years, this occurred in isolation; operations teams have found it challenging to keep up and cannot release software at the same rate. DevOps brings these teams together and accelerates the delivery of software, while keeping the quality high.\n\nShorter development cycles with DevOps produce more frequent code releases, which in turn, makes it easier to spot code defects.\n\n## What key elements make DevOps successful?\n\nLike in most situations, **communication** is key to making a DevOps strategy successful. No business team can function without it, and that goes for a DevOps team. A good DevOps strategy incorporates feedback from developers, co-workers, and key stakeholders when building new systems.\nIT roles used to be more structured and defined, and as mentioned, professionals became used to working in silos. But DevOps has changed that model and work has become more **collaborative**. Teams now need to clearly communicate expectations, requirements and deadlines.\n\nDevOps is about a willingness to **change**. Teams must let go of some of their traditional practices and be open-minded to shifting their focus away from one deliverable and onto the next as business needs and capabilities evolve and change.\n\nTeams must also **accept failure** but not get discouraged by it. Some failure is to be expected, and the concept of [“fail fast”](https://docs.gitlab.com/ci/testing/fail_fast_testing/) (so you know there’s a problem soon enough to fix it easily) is at the heart of DevOps. They should embrace the possibilities that come from trying new techniques, and not be afraid to get creative. The top teams are those that work together, exchange ideas and push the boundaries of how they work and write more creative code.\n\n## Tips for creating a DevOps roadmap\n\nHaving a standard roadmap provides a DevOps team with a high-level, strategic blueprint of what the company envisions for the product. It’s a valuable reference point for any stakeholder during the software lifecycle. A roadmap also lets ops know when the development team will have a piece of code ready for testing.\n\nWhen creating a DevOps roadmap, make sure to clearly define the objectives and goals. Ask the team what [the collective purpose is for the roadmap](https://www.productplan.com/learn/create-a-devops-roadmap/). Objectives might include:\n\n- Improving engineering and ops teams coordination\n- Creating a single source of truth\n- Building an archive of development and release practices that people can refer to over time that are based on the most effective processes. This will help improve DevOps efforts going forward.\n\nFocused, short-term goals and plans should be established. Organizations typically plan their product roadmaps between 2 and 6 months out.\n\nA common mistake businesses make when building roadmaps is to use text only. By just using word processing documents or spreadsheets, stakeholders won’t get a clear understanding of what’s a high priority, which initiatives are dependent on others and who’s responsible for what.\n\nVisual roadmaps, complete with color-coding and bars, helps stakeholders more easily understand product plans. Roadmaps should also be kept current to reflect changes within the company’s culture and business model.\n\n## What are some common challenges associated with DevOps?\n\nChange isn’t easy and the merging of development and operations may cause a few clashes, but those involved must keep in mind that building a successful DevOps team requires this integration and collaboration between both sides. \nMake a gradual move into DevOps by starting with a small product or component and build from there.\n\nThere can also be challenges with deciding what tools to use, since there are so many available. This makes selecting a tool hard, especially if there’s a lack of knowledge about the technology behind it. Using a [DevOps platform](/topics/devops-platform/) can streamline all these choices as all of the moving parts of DevOps will be available and integrated in one single offering. \n\n[Momentum for DevOps](/blog/a-snapshot-of-modern-devops-practices-today/) is clearly growing because organizations are eager to take advantage of delivering software in shorter development cycles, while enhancing innovation in more stable operating environments and with performance-driven employee teams.","devsecops",{"slug":13,"featured":14,"template":15},"developing-a-successful-devops-strategy",false,"BlogPost",{"title":5,"description":17,"authors":18,"heroImage":19,"date":20,"body":10,"category":11,"tags":21},"Here's what it takes to build a DevOps practice that works for everyone on the team.",[9],"https://res.cloudinary.com/about-gitlab-com/image/upload/v1749667540/Blog/Hero%20Images/devops-team-structure.jpg","2022-03-09",[22,23,24],"DevOps","collaboration","agile","yml",null,{},true,"/en-us/blog/developing-a-successful-devops-strategy","seo:\n  title: Developing a successful DevOps strategy\n  description: >-\n    Here's what it takes to build a DevOps practice that works for everyone on\n    the team.\n  ogTitle: Developing a successful DevOps strategy\n  ogDescription: >-\n    Here's what it takes to build a DevOps practice that works for everyone on\n    the team.\n  noIndex: false\n  ogImage: >-\n    https://res.cloudinary.com/about-gitlab-com/image/upload/v1749667540/Blog/Hero%20Images/devops-team-structure.jpg\n  ogUrl: https://about.gitlab.com/blog/developing-a-successful-devops-strategy\n  ogSiteName: https://about.gitlab.com\n  ogType: article\n  canonicalUrls: https://about.gitlab.com/blog/developing-a-successful-devops-strategy\ncontent:\n  title: Developing a successful DevOps strategy\n  description: >-\n    Here's what it takes to build a DevOps practice that works for everyone on\n    the team.\n  authors:\n    - GitLab\n  heroImage: >-\n    https://res.cloudinary.com/about-gitlab-com/image/upload/v1749667540/Blog/Hero%20Images/devops-team-structure.jpg\n  date: '2022-03-09'\n  body: >-\n    Some 60% of developers are releasing code 2x faster than before, [thanks to\n    DevOps](https://learn.gitlab.com/c/2021-devsecops-report?x=u5RjB), and a\n    majority of respondents to our 2021 Global DevSecOps Survey said their teams\n    develop software using DevOps or DevSecOps.\n\n\n    [DevOps](/topics/devops/) has had a direct impact on many businesses. Here’s\n    what it takes to develop a successful DevOps strategy.\n\n\n    ## What is DevOps?\n\n\n    DevOps is a set of practices that combines dev and ops to create safer\n    software faster.\n\n\n    The main DevOps principles are automation, [continuous integration and\n    delivery](/topics/ci-cd/) and responding quickly to feedback. Others are\n    agile planning, infrastructure as code (IaC), containerization and\n    microservices. Also, building in quality assurance and security with\n    development and operations through the application lifecycle is important.\n    Incorporating security into a DevOps team is referred to as\n    [DevSecOps](https://about.gitlab.com/topics/devsecops/).\n\n\n    Enabling the speed of delivery while maintaining high software quality\n    requires an [organizational culture\n    shift](https://www.ibm.com/cloud/learn/devops-a-complete-guide) that\n    automates and integrates the efforts of the development and ops teams – two\n    groups that traditionally practiced separately from each other, or in silos.\n\n    But the best DevOps processes and cultures extend beyond development and\n    operations to incorporate input from all application stakeholders –\n    including platform and infrastructure engineering, security, compliance,\n    governance, risk management, line-of-business, end users and customers –\n    into the software development lifecycle. \n\n\n    ## What are the benefits of a successful DevOps strategy?\n\n\n    A successful DevOps strategy puts the focus on the customer. It’s not enough\n    to focus on developing good software because this approach justifies\n    prolonged development and release deadlines. It also overlooks the most\n    critical factor: the consumer of the software. Your customer doesn’t care\n    much about the process – they just want a quality product that will address\n    their problem.  A successful DevOps strategy puts the team in the consumer’s\n    shoes.\n\n\n    Another benefit of DevOps is that it allows a variety of teams, such as\n    operations, security or project management, to work in an\n    [Agile](/topics/agile-delivery/) setting. While development teams have\n    become more Agile over the years, this occurred in isolation; operations\n    teams have found it challenging to keep up and cannot release software at\n    the same rate. DevOps brings these teams together and accelerates the\n    delivery of software, while keeping the quality high.\n\n\n    Shorter development cycles with DevOps produce more frequent code releases,\n    which in turn, makes it easier to spot code defects.\n\n\n    ## What key elements make DevOps successful?\n\n\n    Like in most situations, **communication** is key to making a DevOps\n    strategy successful. No business team can function without it, and that goes\n    for a DevOps team. A good DevOps strategy incorporates feedback from\n    developers, co-workers, and key stakeholders when building new systems.\n\n    IT roles used to be more structured and defined, and as mentioned,\n    professionals became used to working in silos. But DevOps has changed that\n    model and work has become more **collaborative**. Teams now need to clearly\n    communicate expectations, requirements and deadlines.\n\n\n    DevOps is about a willingness to **change**. Teams must let go of some of\n    their traditional practices and be open-minded to shifting their focus away\n    from one deliverable and onto the next as business needs and capabilities\n    evolve and change.\n\n\n    Teams must also **accept failure** but not get discouraged by it. Some\n    failure is to be expected, and the concept of [“fail\n    fast”](https://docs.gitlab.com/ci/testing/fail_fast_testing/) (so you\n    know there’s a problem soon enough to fix it easily) is at the heart of\n    DevOps. They should embrace the possibilities that come from trying new\n    techniques, and not be afraid to get creative. The top teams are those that\n    work together, exchange ideas and push the boundaries of how they work and\n    write more creative code.\n\n\n    ## Tips for creating a DevOps roadmap\n\n\n    Having a standard roadmap provides a DevOps team with a high-level,\n    strategic blueprint of what the company envisions for the product. It’s a\n    valuable reference point for any stakeholder during the software lifecycle.\n    A roadmap also lets ops know when the development team will have a piece of\n    code ready for testing.\n\n\n    When creating a DevOps roadmap, make sure to clearly define the objectives\n    and goals. Ask the team what [the collective purpose is for the\n    roadmap](https://www.productplan.com/learn/create-a-devops-roadmap/).\n    Objectives might include:\n\n\n    - Improving engineering and ops teams coordination\n\n    - Creating a single source of truth\n\n    - Building an archive of development and release practices that people can\n    refer to over time that are based on the most effective processes. This will\n    help improve DevOps efforts going forward.\n\n\n    Focused, short-term goals and plans should be established. Organizations\n    typically plan their product roadmaps between 2 and 6 months out.\n\n\n    A common mistake businesses make when building roadmaps is to use text only.\n    By just using word processing documents or spreadsheets, stakeholders won’t\n    get a clear understanding of what’s a high priority, which initiatives are\n    dependent on others and who’s responsible for what.\n\n\n    Visual roadmaps, complete with color-coding and bars, helps stakeholders\n    more easily understand product plans. Roadmaps should also be kept current\n    to reflect changes within the company’s culture and business model.\n\n\n    ## What are some common challenges associated with DevOps?\n\n\n    Change isn’t easy and the merging of development and operations may cause a\n    few clashes, but those involved must keep in mind that building a successful\n    DevOps team requires this integration and collaboration between both sides. \n\n    Make a gradual move into DevOps by starting with a small product or\n    component and build from there.\n\n\n    There can also be challenges with deciding what tools to use, since there\n    are so many available. This makes selecting a tool hard, especially if\n    there’s a lack of knowledge about the technology behind it. Using a [DevOps\n    platform](/topics/devops-platform/) can streamline all these choices as all\n    of the moving parts of DevOps will be available and integrated in one single\n    offering. \n\n\n    [Momentum for DevOps](/blog/a-snapshot-of-modern-devops-practices-today/) is\n    clearly growing because organizations are eager to take advantage of\n    delivering software in shorter development cycles, while enhancing\n    innovation in more stable operating environments and with performance-driven\n    employee teams.\n  category: devsecops\n  tags:\n    - DevOps\n    - collaboration\n    - agile\nconfig:\n  slug: developing-a-successful-devops-strategy\n  featured: false\n  template: 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software development the easy way using GitLab","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",[720],"Rod Burns","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749659537/Blog/Hero%20Images/display-article-image-0679-1800x945-fy26.png","2026-04-29","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/).",[622,725],"open source",{"featured":14,"template":15,"slug":727},"teaching-software-development-the-easy-way-using-gitlab",{"content":729,"config":741},{"description":730,"authors":731,"heroImage":733,"date":734,"title":735,"body":736,"category":11,"tags":737},"AI-generated code is 34% of development work. Discover how to balance productivity gains with quality, reliability, and security.",[732],"Manav Khurana","https://res.cloudinary.com/about-gitlab-com/image/upload/v1767982271/e9ogyosmuummq7j65zqg.png","2026-01-08","AI is reshaping DevSecOps: Attend GitLab Transcend to see what’s next","AI promises a step change in innovation velocity, but most software teams are hitting a wall. According to our latest [Global DevSecOps Report](https://about.gitlab.com/developer-survey/), AI-generated code now accounts for 34% of all development work. Yet 70% of DevSecOps professionals report that AI is making compliance management more difficult, and 76% say agentic AI will create unprecedented security challenges.\n\nThis is the AI paradox: AI accelerates coding, but software delivery slows down as teams struggle to test, secure, and deploy all that code.\n\n## Productivity gains meet workflow bottlenecks\nThe problem isn't AI itself. It's how software gets built today. The traditional DevSecOps lifecycle contains hundreds of small tasks that developers must navigate manually: updating tickets, running tests, requesting reviews, waiting for approvals, fixing merge conflicts, addressing security findings. These tasks drain an average of seven hours per week from every team member, according to our research.\n\nDevelopment teams are producing code faster than ever, but that code still crawls through fragmented toolchains, manual handoffs, and disconnected processes. In fact, 60% of DevSecOps teams use more than five tools for software development overall, and 49% use more than five AI tools. This fragmentation creates collaboration barriers, with 94% of DevSecOps professionals experiencing factors that limit collaboration in the software development lifecycle.\n\nThe answer isn't more tools. It's intelligent orchestration that brings software teams and their AI agents together across projects and release cycles, with enterprise-grade security, governance, and compliance built in.\n\n## Seeking deeper human-AI partnerships\nDevSecOps professionals don't want AI to take over — they want reliable partnerships. The vast majority (82%) say using agentic AI would increase their job satisfaction, and 43% envision an ideal future with a 50/50 split between human and AI contributions. They're ready to trust AI with 37% of their daily tasks without human review, particularly for documentation, test writing, and code reviews.\n\nWhat we heard resoundingly from DevSecOps professionals is that AI won't replace them; rather, it will fundamentally reshape their roles. 83% of DevSecOps professionals believe AI will significantly change their work within five years, and notably, 76% think this will create more engineering jobs, not fewer. As coding becomes easier with AI, engineers who can architect systems, ensure quality, and apply business context will be in high demand.\n\nCritically, 88% agree there are essential human qualities that AI will never fully replace, including creativity, innovation, collaboration, and strategic vision.\n\nSo how can organizations bridge the gap between AI’s promise and the reality of fragmented workflows?\n\n## Join us at GitLab Transcend: Explore how to drive real value with agentic AI\nOn February 10, 2026, GitLab will be hosting Transcend, where we'll reveal how intelligent orchestration transforms AI-powered software development. You'll get a first look at GitLab's upcoming product roadmap and learn how teams are solving real-world challenges by modernizing development workflows with AI.\n\nOrganizations winning in this new era balance AI adoption with security, compliance, and platform consolidation. AI offers genuine productivity gains when implemented thoughtfully — not by replacing human developers, but by freeing DevSecOps professionals to focus on strategic thinking and creative innovation.\n\n[Register for Transcend today](https://about.gitlab.com/events/transcend/virtual/) to secure your spot and discover how intelligent orchestration can help your software teams stay in flow.",[738,739,740],"AI/ML","DevOps platform","security",{"featured":28,"template":15,"slug":742},"ai-is-reshaping-devsecops-attend-gitlab-transcend-to-see-whats-next",{"content":744,"config":755},{"title":745,"description":746,"authors":747,"heroImage":749,"date":750,"body":751,"category":11,"tags":752},"Atlassian ending Data Center as GitLab maintains deployment choice","As Atlassian transitions Data Center customers to cloud-only, GitLab presents a menu of deployment choices that map to business needs.",[748],"Emilio Salvador","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","2025-10-07","Change is never easy, especially when it's not your choice. Atlassian's announcement that [all Data Center products will reach end-of-life by March 28, 2029](https://www.atlassian.com/blog/announcements/atlassian-ascend), means thousands of organizations must now reconsider their DevSecOps deployment and infrastructure. But you don't have to settle for deployment options that don't fit your needs. GitLab maintains your freedom to choose — whether you need self-managed for compliance, cloud for convenience, or hybrid for flexibility — all within a single AI-powered DevSecOps platform that respects your requirements.\n\nWhile other vendors force migrations to cloud-only architectures, GitLab remains committed to supporting the deployment choices that match your business needs. Whether you're managing sensitive government data, operating in air-gapped environments, or simply prefer the control of self-managed deployments, we understand that one size doesn't fit all.\n\n## The cloud isn't the answer for everyone\n\nFor the many companies that invested millions of dollars in Data Center deployments, including those that migrated to Data Center [after its Server products were discontinued](https://about.gitlab.com/blog/atlassian-server-ending-move-to-a-single-devsecops-platform/), this announcement represents more than a product sunset. It signals a fundamental shift away from customer-centric architecture choices, forcing enterprises into difficult positions: accept a deployment model that doesn't fit their needs, or find a vendor that respects their requirements.\n\nMany of the organizations requiring self-managed deployments represent some of the world's most important organizations: healthcare systems protecting patient data, financial institutions managing trillions in assets, government agencies safeguarding national security, and defense contractors operating in air-gapped environments.\n\nThese organizations don't choose self-managed deployments for convenience; they choose them for compliance, security, and sovereignty requirements that cloud-only architectures simply cannot meet. Organizations operating in closed environments with restricted or no internet access aren't exceptions — they represent a significant portion of enterprise customers across various industries.\n\n![GitLab vs. Atlassian comparison table](https://res.cloudinary.com/about-gitlab-com/image/upload/v1759928476/ynl7wwmkh5xyqhszv46m.jpg)\n\n## The real cost of forced cloud migration goes beyond dollars\n\nWhile cloud-only vendors frame mandatory migrations as \"upgrades,\" organizations face substantial challenges beyond simple financial costs:\n\n* **Lost integration capabilities:** Years of custom integrations with legacy systems, carefully crafted workflows, and enterprise-specific automations become obsolete. Organizations with deep integrations to legacy systems often find cloud migration technically infeasible.\n\n* **Regulatory constraints:** For organizations in regulated industries, cloud migration isn't just complex — it's often not permitted. Data residency requirements, air-gapped environments, and strict regulatory frameworks don't bend to vendor preferences. The absence of single-tenant solutions in many cloud-only approaches creates insurmountable compliance barriers.\n\n* **Productivity impacts:** Cloud-only architectures often require juggling multiple products: separate tools for planning, code management, CI/CD, and documentation. Each tool means another context switch, another integration to maintain, another potential point of failure. GitLab research shows [30% of developers spend at least 50% of their job maintaining and/or integrating their DevSecOps toolchain](https://about.gitlab.com/developer-survey/). Fragmented architectures exacerbate this challenge rather than solving it.\n\n## GitLab offers choice, commitment, and consolidation\n\nEnterprise customers deserve a trustworthy technology partner. That's why we've committed to supporting a range of deployment options — whether you need on-premises for compliance, hybrid for flexibility, or cloud for convenience, the choice remains yours. That commitment continues with [GitLab Duo](https://about.gitlab.com/gitlab-duo-agent-platform/), our AI solution that supports developers at every stage of their workflow.\n\nBut we offer more than just deployment flexibility. While other vendors might force you to cobble together their products into a fragmented toolchain, GitLab provides everything in a **comprehensive AI-native DevSecOps platform**. Source code management, CI/CD, security scanning, Agile planning, and documentation are all managed within a single application and a single vendor relationship.\n\nThis isn't theoretical. When Airbus and [Iron Mountain](https://about.gitlab.com/customers/iron-mountain/) evaluated their existing fragmented toolchains, they consistently identified challenges: poor user experience, missing functionalities like built-in security scanning and review apps, and management complexity from plugin troubleshooting. **These aren't minor challenges; they're major blockers for modern software delivery.**\n\n## Your migration path: Simpler than you think\n\nWe've helped thousands of organizations migrate from other vendors, and we've built the tools and expertise to make your transition smooth:\n\n* **Automated migration tools:** Our [Bitbucket Server importer](https://docs.gitlab.com/user/import/bitbucket_server/) brings over repositories, pull requests, comments, and even Large File Storage (LFS) objects. For Jira, our [built-in importer](https://docs.gitlab.com/user/project/import/jira/) handles issues, descriptions, and labels, with professional services available for complex migrations.\n\n* **Proven at scale:** A 500 GiB repository with 13,000 pull requests, 10,000 branches, and 7,000 tags is likely to [take just 8 hours to migrate](https://docs.gitlab.com/user/import/bitbucket_server/) from Bitbucket to GitLab using parallel processing.\n\n* **Immediate ROI:** A [Forrester Consulting Total Economic Impact™ study commissioned by GitLab](https://about.gitlab.com/resources/study-forrester-tei-gitlab-ultimate/) found that investing in GitLab Ultimate confirms these benefits translate to real bottom-line impact, with a three-year 483% ROI, 5x time saved in security related activities, and 25% savings in software toolchain costs.\n\n## Start your journey to a unified DevSecOps platform\n\nForward-thinking organizations aren't waiting for vendor-mandated deadlines. They're evaluating alternatives now, while they have time to migrate thoughtfully to platforms that protect their investments and deliver on promises.\n\nOrganizations invest in self-managed deployments because they need control, compliance, and customization. When vendors deprecate these capabilities, they remove not just features but the fundamental ability to choose environments matching business requirements.\n\nModern DevSecOps platforms should offer complete functionality that respects deployment needs, consolidates toolchains, and accelerates software delivery, without forcing compromises on security or data sovereignty.\n\n[Talk to our sales team](https://about.gitlab.com/sales/) today about your migration options, or explore our [comprehensive migration resources](https://about.gitlab.com/move-to-gitlab-from-atlassian/) to see how thousands of organizations have already made the switch.\n\nYou also can [try GitLab Ultimate with GitLab Duo Enterprise](https://about.gitlab.com/free-trial/devsecops/) for free for 30 days to see what a unified DevSecOps platform can do for your organization.",[573,566,753,754],"product","features",{"featured":28,"template":15,"slug":756},"atlassian-ending-data-center-as-gitlab-maintains-deployment-choice",{"promotions":758},[759,773,784,795],{"id":760,"categories":761,"header":763,"text":764,"button":765,"image":770},"ai-modernization",[762],"ai-ml","Is AI achieving its promise at scale?","Quiz will take 5 minutes or less",{"text":766,"config":767},"Get your AI maturity score",{"href":768,"dataGaName":769,"dataGaLocation":244},"/assessments/ai-modernization-assessment/","modernization assessment",{"config":771},{"src":772},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/qix0m7kwnd8x2fh1zq49.png",{"id":774,"categories":775,"header":776,"text":764,"button":777,"image":781},"devops-modernization",[753,11],"Are you just managing tools or shipping innovation?",{"text":778,"config":779},"Get your DevOps maturity score",{"href":780,"dataGaName":769,"dataGaLocation":244},"/assessments/devops-modernization-assessment/",{"config":782},{"src":783},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138785/eg818fmakweyuznttgid.png",{"id":785,"categories":786,"header":787,"text":764,"button":788,"image":792},"security-modernization",[740],"Are you trading speed for security?",{"text":789,"config":790},"Get your security maturity score",{"href":791,"dataGaName":769,"dataGaLocation":244},"/assessments/security-modernization-assessment/",{"config":793},{"src":794},"https://res.cloudinary.com/about-gitlab-com/image/upload/v1772138786/p4pbqd9nnjejg5ds6mdk.png",{"id":796,"paths":797,"header":800,"text":801,"button":802,"image":807},"github-azure-migration",[798,799],"migration-from-azure-devops-to-gitlab","integrating-azure-devops-scm-and-gitlab","Is your team ready for GitHub's Azure move?","GitHub is already rebuilding around Azure. Find out what it means for you.",{"text":803,"config":804},"See how GitLab compares to GitHub",{"href":805,"dataGaName":806,"dataGaLocation":244},"/compare/gitlab-vs-github/github-azure-migration/","github azure migration",{"config":808},{"src":783},{"header":810,"blurb":811,"button":812,"secondaryButton":817},"Start building faster today","See what your team can do with the intelligent orchestration platform for DevSecOps.\n",{"text":813,"config":814},"Get your free trial",{"href":815,"dataGaName":51,"dataGaLocation":816},"https://gitlab.com/-/trial_registrations/new?glm_content=default-saas-trial&glm_source=about.gitlab.com/","feature",{"text":507,"config":818},{"href":55,"dataGaName":56,"dataGaLocation":816},1777493569440]