AWS CodeArtifact vs. GitLab

We have a small team with limited resources and it worked well for us. Hence I can conclude that AWS Code Artifact are well suited for organizations which have limited resources in terms of hardware and access to administrators for setting up artifact repository in-house. AWS Code Artifact is also suited particularly well for organization(s) which are already using AWS Services/Infrastructure (eg. EC2) . It works quite well with existing AWS services and completes the gap which existed in AWS offering for quite some time. Organizations can move their entire DevOps toolchain and infrastructure to Amazon. It is less appropriate for organization(s) which rely on artifacts like Debian, C/C++, Go etc as AWS does not support those fully.

Incentivized

In general it's a good product with a huge number of features. It can do CI/CD checks, deployment, repo hosting, integrations etc. A lot of it can be managed from just the UI but also has an ok API. It does tend to release new features semi-often too which is nice. It can have a steep learning curve for certain features so not a starter-friendly vendor, but great for most businesses.

Incentivized

• Code Artifact is a cloud based artifact repository so there is no installation required.
• Code Artifact comes with out of the box security. Using RBAC and encryption
• Total cost of usage is less than setting up in-house servers
• It is accessible from any where.. so no additional network setup is required.

Incentivized

• GitLab excels in managing code versions, allowing easy tracking of changes, branch management, and merging contributions.
• It helps maintain code stability and reliability, saving time and effort in the development or research workflow.
• Powerful code review features, enabling collaboration and feedback among team members.
• Robust project management features, including issue tracking, kanban boards, and milestones.

Incentivized

• CodeArtifact does not support packages like debian. It will be nice to see them support that.
• Does not provide security scanning of the packages
• Lacks support for third party CI/CD toolchain like Jenkins

Incentivized

• CI variables management is sometimes hard to use, for example, with File type variables. The scope of each variable is also hard to guess.
• Access Token: there are too many types (Personal, Project, global..), and it is hard to identify the scope and where it comes from once created.
• Runners: auto-scaled runners are for the moment hard to put in place, and monitoring is not easy.

Incentivized

I really feel the platform has matured quite faster than others, and it is always at the top of its game compared to the different vendors like GitHub, Azure pipelines, CircleCI, Travis, Jenkins. Since it provides, agents, CI/CD, repository hosting, Secrets management, user management, and Single Sign on; among other features

Incentivized

- As a combination of features and products, GitLab is a really great tool for developers. - Also, it comes with both light and quick changes in a web browser version, as well as pro work in VS Code mode. However, in certain areas, such as large-scale issues/incidents, management can be improved.

Incentivized

I've never had experienced outages from GItlab itself, but regarding the code I have deployed to Gitlab, the history helps a lot to trace the cause of the issue or performing a rollback to go back to a working version

Incentivized

GItlab reponsiveness is amazing, has never left me IDLE. I've never had issues even with complex projects. I have not experienced any issues when integrating it with agents for example or SSO

Incentivized

At this point, I do not have much experience with Gitlab support as I have never had to engage them. They have documentation that is helpful, not quite as extensive as other documentation, but helpful nonetheless. They also seem to be relatively responsive on social media platforms (twitter) and really thrived when GitHub was acquired by Microsoft

Incentivized

AWS CodeArtifact is an excellent choice for organization(s) which are looking to move their infrastructure and devops toolchain to Amazon. It is very useful for teams/organizations on limited budget or do not want to take on infrastructure and maintenance costs associated with the artifact repository. Other software solutions require resources for setting up and need ongoing maintenance.

Incentivized

GitHub is an inferior product from most points of view. We had to use it and the teams finds no positives about it. Everything is a downgrade from our previous GitLab solution. GitLab CI\CD is vastly superior to workflows, for example doing a manual node is just "when : manual" in GitLab while you have to do clickops in GitHub to achieve the same. No overview of code in branches is a minus when we tried to figure out what our colleagues are trying to merge as it looked off.

Incentivized

I think is very well designed, and like any VCS it works as intended

Incentivized

• Overall CodeArtifact has positive ROI on the our team. We had limited budget for procurement of server/administrators. With CodeArtifact we were able to get some savings.
• We were able to deliver faster hence customers were quite happy. That led to customer satisfaction
• We didnt have to invest on maintaining network infrastructure/uptime and security. That saved us quite a bit of hassle and funds.

Incentivized

• GitLab cut down our spent on container, package and infrastructure registry
• Best thing is we can now have everything in single platform which cost effective too
• Quality of support is really good and they do have emergency support team as well which is great

Incentivized