Centralized automation has transformed our devops workflow and now delivers faster reliable releases
What is our primary use case?
I have been using GitLab since I started my journey in IT because GitLab is important for all software developers, DevOps, and SREs in all fields in IT. I have been using it for a long time.
My main use case for GitLab is source code management combined with CI/CD automation. I use GitLab to host application and infrastructure code, manage branches, and merge requests, and run automated CI/CD pipelines that build, test, and deploy applications across every environment. As an SRE-focused DevOps professional, I primarily use GitLab for end-to-end DevOps workflows from version control to automated CI/CD, triggering pipelines on every commit, running tests and security scans, building Docker images, and deploying to cloud or Kubernetes environments using GitLab Runners. This is how I use it day-to-day.
Using GitLab for this DevOps workflow has significantly improved my efficiency and my team's efficiency by centralizing the entire DevOps workflow, code, CI/CDs, reviews, and deployments in one platform. This reduces tool hopping and makes collaboration much smoother. First, GitLab enables faster and safer deployments. Standardized pipelines and approval-based merge requests ensure consistent deployments across environments, reducing production issues. Secondly, quick issue detection and rollback are facilitated through pipeline failures and job logs, which help identify problems early, and version releases make rollbacks faster and safer. Automation reduces manual work as CI/CD pipelines automatically build, test, scan, and deploy on every commit, saving hours of manual effort and eliminating human errors. The fourth point is infrastructure as code at scale; managing Terraform and Ansible code in GitLab allows repeatable, auditable infrastructure changes with clear history. Finally, improved reliability and confidence arise because automated testing and security scans increase confidence in releases and reduce post-deployment incidents.
Another valuable aspect is better collaboration and visibility, which comes with merge requests, inline reviews, and pipeline status checks, making it easy for the team and me to review changes and catch issues early.
How has it helped my organization?
GitLab has had a significant overall positive impact on my organization by standardizing and automating how we build, test, and deploy software. Having code management, CI/CD, security, and collaboration in a single platform improves speed, reliability, and transparency across teams.
The improvements have resulted in faster and more reliable releases. We replaced manual deployments with automated CI/CD pipelines, which have made releases predictable and repeatable, with deployment time reduced from hours to minutes. Another improvement is reduced production incidents; mandatory pipeline tests and approvals before merges and early failure detection through automated checks lead to standardized deployment processes across environments.
Additional improvement comes through shift-left security, where security scanning built directly into pipelines detects vulnerabilities early rather than in production, eliminating the need for separate security tools for basic scanning. Finally, better onboarding and knowledge sharing occur through standardized CI/CD templates and documented pipelines, allowing new team members to become productive faster while reducing dependency on tribal knowledge.
What is most valuable?
In my view, the best features GitLab offers include integrated CI/CD, which is one of GitLab's strongest capabilities. We define pipelines in a .gitlab-ci.yml file and runners execute them automatically on commits and merge requests. It automates building, testing, and deploying, eliminates manual release steps, and includes quality, security, and compliance stages, while also being easy to scale with GitLab Runners, leading to faster feedback loops, fewer human errors, and consistent deployments.
The second feature I would mention is merge requests, which combine collaboration, review, and automation in one place. This impacts better code quality, cleaner history, and structured team collaboration. The third point is built-in security scanning, as GitLab offers automatic scanning integrated into pipelines including SAST, DAST, and dependency scanning, making security a part of our CI/CD pipeline rather than an afterthought.
Lastly, pipeline visualization and insights help us understand delays or failures with graphical pipeline views, job logs, and metrics such as pipeline duration and failure rates.
What needs improvement?
A pain point I have encountered with GitLab is that large GitLab-ci.yml files become hard to read and maintain. YAML syntax is strict, and errors are easy to make, while debugging pipeline logic can sometimes take time, leading to slower iteration when the pipeline grows complex. I propose an improvement idea of better visual pipeline editors and stronger validations and linting before a commit.
Regarding runner management and scaling, managing self-hosted runners requires effort and scaling runners during peak usage can be challenging, which leads to pipeline delays during high load. An expected improvement here is smarter auto-scaling by default, along with better runner health visibility and alerts.
Concerning security features, advanced security scans are locked behind paid tiers, limiting coverage for smaller teams unless the budget allows. I suggest introducing more basic security features in the free tier and clearer guidance on prioritizing vulnerabilities.
Another area for improvement is UI performance and navigation. Finding older pipelines or logs or settings sometimes takes extra clicks, leading to small but noticeable productivity loss. An improvement would be a faster UI for large repositories and enhanced global search and filtering.
For how long have I used the solution?
I started my journey in 2021, and since my first organization, I have been working in my current field as a Site Reliability Engineer for nearly five years.
What do I think about the stability of the solution?
GitLab is pretty stable in my experience. I have not experienced any downtime or reliability issues so far.
What do I think about the scalability of the solution?
GitLab's scalability is really great, and it handles growth in users, projects, or workloads effectively, helping us in every aspect.
How are customer service and support?
I have not interacted with GitLab's customer support because I have not faced downtime or any significant issues while using GitLab. Therefore, my experience is great since I have not encountered any issues requiring support.
How would you rate customer service and support?
Which solution did I use previously and why did I switch?
I have not used any other solution before GitLab, as I started using GitLab right from the beginning of my career in IT.
How was the initial setup?
My experience with GitLab's pricing, setup cost, and licensing is very positive. GitLab follows a tier-based licensing model that includes free, premium, and ultimate options. I have experience with the free tier and later evaluated the paid tiers mainly for advanced security, compliance, and governance features. I found pricing reasonable for the value, especially when compared to buying separate tools for CI/CD, security, and repo management.
What about the implementation team?
I can share concrete ROI metrics and examples that focus on time saved, costs avoided, and risks reduced. For instance, with deployment automation, before GitLab, it took two engineers one to two hours per deployment, but after implementing GitLab CI/CD, it only needs one engineer and takes 10 to 15 minutes, resulting in a 70 to 85% reduction in deployment effort and saving dozens of engineering hours per month. Additionally, we see cost avoidance from reduced production incidents, so automated tests, approvals, and pipelines minimize human error, showing a 30 to 40% reduction in deployment-related incidents, which results in less downtime and fewer after-hours escalations.
What was our ROI?
After adopting GitLab, I can share some measurable outcomes. Before GitLab, deployment time took one to two hours for manual steps and coordination, and now it is down to 10 to 15 minutes, reflecting a 75 to 85% reduction in deployment time. Regarding release frequency, previously we had one to two releases per week, but now we achieve daily or on-demand releases, resulting in a three to five-fold increase in release frequency. In terms of production incidents, we faced frequent post-deployment issues before GitLab, but we now see a noticeable drop due to automated tests and approvals, with a 30 to 40% reduction in deployment-related incidents.
What's my experience with pricing, setup cost, and licensing?
The setup cost was moderate and not very high. For GitLab SaaS, the initial setup cost was minimal, while self-managed GitLab involved infrastructure, VM storage backups, runner configuration, and integrations, which I also found moderate.
Which other solutions did I evaluate?
Before choosing GitLab, I did evaluate other options, specifically Bitbucket in combination with Jenkins. We started exploring Bitbucket, but after weighing the pros and cons, I decided to move to GitLab.
What other advice do I have?
I would advise others looking into using GitLab to definitely go for it because it has really good features. Start simple, then scale by not building complex pipelines from day one; instead, begin with basic build, test, and deploy stages, adding security scans, approvals, and optimizations gradually. This keeps pipelines readable and reduces early frustrations.
Use reusable CI/CD templates to create organization-wide pipeline standards, which improves consistency, decreases duplication, and speeds up onboarding. Additionally, invest early in a runner strategy to decide between SaaS runners and self-hosted runners, planning for auto-scaling and isolation to prevent runner bottlenecks. Finally, monitor and optimize pipelines by tracking duration and failure rates, removing slow or flaky jobs to ensure fast feedback that keeps developers engaged and productive.
The reviews I provided are genuinely positive because I find GitLab to be an excellent product for us in IT. Honestly, there are other products in the market that serve as alternatives to GitLab, but I cannot envision working in IT, especially in servers, deployment, or CI/CD, without GitLab. I am a huge fan of GitLab, and my experience working with it has been wonderful; it has greatly aided our teams by reducing human errors and the number of personnel required. My overall review rating for GitLab is 9 out of 10.
Which deployment model are you using for this solution?
Public Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
A great enterprise repository solution
What do you like best about the product?
The user interface is excellent. It makes tasks like viewing and searching code, opening and reviewing merge requests, as well as creating tags and managing pipelines, all very straightforward and accessible.
What do you dislike about the product?
There are some useful features, but for instance, the ability to add two reviewers to a merge request is restricted by a paywall. This limitation is disappointing, especially for a self-hosted solution where you would expect more flexibility.
What problems is the product solving and how is that benefiting you?
We rely on GitLab to host our version control, with our entire monorepo managed there. All of our upgrades are handled through merge requests, which streamlines our workflow. Additionally, we have an extensive network of pipelines in place to ensure that our code consistently functions as intended.
One tool to Plan, Build and Deliver faster.
What do you like best about the product?
The best thing about GitLab is that you do not need to use multiple tools. It covers git repo, ci/cd, sprint planning, tracing issues,and deployment. It comes with built in ci/cd which works out of the box. By just adding .xml file, we can set up ci/cd easily, no third party integration needed. So for any project easy to build, test and deploy. We're using GitLab frequently and it helps everyone from developers to project manager.
What do you dislike about the product?
Sprint planning is simpler compared to other tools.
What problems is the product solving and how is that benefiting you?
GitLab removes chaos from software development because it's all in one platform and helps teams deliver better work, faster, with more transparency.
Powerful Group Structure and Seamless CI/CD Integration, but can be a bit complicated at first
What do you like best about the product?
I love the group structure and how I am able to control the granularity of organization. I also really like Gitlab's CI/CD integration, making it very easy to run it with Gitlab Runner.
What do you dislike about the product?
The group structure is sometimes a double edged sword as different organizations have different ways of structuring their group, and the learning curve may be a bit high if you are just joining, as it is different than what they might be used to.
What problems is the product solving and how is that benefiting you?
We needed an easy way of doing CI/CD as well as managing security clearance per project, Gitlab's features made it very easy.
Unified DevSecOps with Strong CI/CD Pipelines
What do you like best about the product?
I appreciate how GitLab brings the entire DevSecOps lifecycle into a single unified platform, reducing tools sprawl and making my workflow more efficient. GitLab's built-in CI/CD pipelines are one of its strongest features. They are easy to configure using .gitlab-ci.yml, provide powerful automation, and eliminate the need for separate CI tools, making environment deployment easy. The initial setup was moderately easy, and I found GitLab's documentation very helpful in making the installation straightforward.
What do you dislike about the product?
While GitLab is a powerful and unified DevSecOps platform, there are areas where usability and performance could be improved, specifically the user interface complexity and pipeline speed and resource consumption.
What problems is the product solving and how is that benefiting you?
I use GitLab to create tasks and issues for employees, get updates from assignees, and prioritize issues. It unifies my DevSecOps processes, reduces tool sprawl, and enhances efficiency with its strong built-in CI/CD pipelines, automation, and no need for separate CI tools.
Gitlab Review
What do you like best about the product?
GitLab brings source control, CI pipelines, security scanning, and deployment automation into a single place, which makes daily development a lot smoother. The consistency across the platform reduces the mental overhead of switching between tools. I like that everything feels unified rather than bolted together. The integrated CI system is especially helpful because it requires almost no external setup, and merge requests tie directly into automated tests, security scans, and approvals. The platform scales well for both solo projects and enterprise work, and it stays reliable even with heavy pipeline workloads.
What do you dislike about the product?
The main drawback is that GitLab can feel slow at times, especially with large repositories or when pipeline queues are busy. Some advanced features sit behind higher-tier pricing, which makes the free tier feel limited compared to competitors. The UI can be overwhelming because there are so many features packed into the navigation, and it sometimes takes longer than expected to find the setting you want. Integration with third-party services is good but not always as smooth as GitHub.
What problems is the product solving and how is that benefiting you?
GitLab consolidates version control, CI/CD, security checks, and infrastructure workflows into one ecosystem, which eliminates the need to maintain separate tools for pipelines, ticketing, and code review. The platform helps enforce security policies during development instead of after deployment. Automated testing reduces production defects, and the integrated scanning tools catch vulnerable dependencies early. This improves release consistency and saves time across the entire development cycle.
Supports daily deployments with streamlined workflows and could improve pipeline startup time
What is our primary use case?
GitLab serves as my main DevOps platform for managing our repository and code base, as well as for pipeline integration of our system.
We maintain all our projects in GitLab with separate folders for project files, and we use GitLab to manage our projects. We also use GitLab pipeline to deploy in our dev environment, QA environment, and production, as well as for creating patches.
How has it helped my organization?
GitLab has positively impacted my organization by being faster than other platforms and providing the best user interface and features. Creating merge requests is easy, and it makes it simple to use for new joiners.
What is most valuable?
GitLab's best features are its built-in CI/CD and pipeline integration, which can be easily connected to AWS or other deployment platforms. The CI/CD pipeline integration is the most valuable aspect for me, and it also provides an easy user interface to create merge requests, merge, and create branches.
The CI/CD pipeline integration has helped my workflow by allowing us to use the .gitlab-ci.yml file to integrate and write our pipeline codes, where we include build jobs, test jobs, and deploy jobs directly with our AWS for S3 using CI/CD variables for push.
In GitLab pipelines, both manual and automatic integration are offered for the pipeline runner, and pipeline logs are provided, which are very useful for DevOps engineers and developers for debugging.
What needs improvement?
GitLab can be improved by being more responsive in the UI and offering better pricing for premium features, which would be useful for small startups. While GitLab's CI/CD is powerful, it is somewhat complex in certain aspects.
It would be better if the GitLab and Jira integration were more flexible and easier to integrate with Jira for task management in the future.
For how long have I used the solution?
Since I joined my company, we have been using GitLab for our repo maintenance, so I have been using it for more than two years.
What do I think about the stability of the solution?
In my experience, GitLab is stable; however, sometimes it takes much time to start the runner and gets stuck in a pending situation, possibly due to traffic issues.
What do I think about the scalability of the solution?
GitLab handles growing workloads and users well, and its scalability is good, but the downtime issue is a concern because it sometimes takes too long to start the runner.
Which solution did I use previously and why did I switch?
Earlier, I did my personal projects using GitHub before I joined my current organization, which uses GitLab, and that is the reason for switching. I personally prefer GitLab over GitHub because it is user-friendly and easy to work with.
My current organization started with GitLab.
What other advice do I have?
I would advise others looking into using GitLab that it is a perfect platform for organization-level repository management and pipeline CI/CD features are very useful and easy to use.
I have shared everything I feel and noted the pros and cons of GitLab as a user. Overall, I rate GitLab positively, giving it a seven out of ten because I have been using GitLab for more than two and a half years and have not faced many difficulties. However, in some cases, I got stuck with runners getting delayed to run, which can be annoying.
Which deployment model are you using for this solution?
Private Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Amazon Web Services (AWS)