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AWS CodePipeline

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AWS CodePipeline vs GitLab: What are the differences?

AWS CodePipeline and GitLab are both popular tools used for continuous integration/continuous deployment (CI/CD) in software development. However, there are several key differences between the two platforms.

  1. Pricing Model: AWS CodePipeline follows a pay-as-you-go pricing model, where users are charged based on the number of active pipelines and minutes used. On the other hand, GitLab offers a tiered pricing model based on the number of users and features required.

  2. Deployment Flexibility: CodePipeline is predominantly focused on AWS cloud services and is tightly integrated with other AWS tools, offering seamless deployment to AWS resources. GitLab, on the other hand, provides more flexibility in the deployment process, allowing users to deploy applications to various cloud providers or even on-premises servers.

  3. Version Control: GitLab is built around Git version control system, providing comprehensive versioning capabilities and allowing developers to easily collaborate on codebases. While CodePipeline integrates with version control systems like AWS CodeCommit, it does not offer the same level of built-in version control functionality as GitLab.

  4. Extensibility: CodePipeline offers a wide range of integrations with other AWS services, enabling users to extend the capabilities of their CI/CD pipelines with AWS-specific features. GitLab, on the other hand, provides a rich set of plugins and the ability to create custom CI/CD scripts, allowing for more flexibility and extensibility in the development process.

  5. Visibility and Monitoring: CodePipeline provides detailed visibility into each stage of the CI/CD process, with built-in monitoring and logging capabilities. GitLab also offers similar monitoring capabilities, but it goes beyond CI/CD and provides a comprehensive DevOps platform with features like issue tracking, project management, and collaboration tools.

  6. Community and Support: GitLab has a large and active open-source community, which contributes to the platform's development and provides support through forums and documentation. CodePipeline, being an AWS tool, has the advantage of receiving direct support from AWS, with access to their extensive support resources and enterprise-level customer service.

In Summary, AWS CodePipeline has a strong focus on AWS integration and seamless deployment to AWS resources, while GitLab provides more flexibility, features, and extensibility options for a wider range of deployment targets. The choice between the two depends on specific requirements, cloud preferences, and the need for additional DevOps functionalities beyond CI/CD.

Decisions about AWS CodePipeline and GitLab
Weverton Timoteo

Do you review your Pull/Merge Request before assigning Reviewers?

If you work in a team opening a Pull Request (or Merge Request) looks appropriate. However, have you ever thought about opening a Pull/Merge Request when working by yourself? Here's a checklist of things you can review in your own:

  • Pick the correct target branch
  • Make Drafts explicit
  • Name things properly
  • Ask help for tools
  • Remove the noise
  • Fetch necessary data
  • Understand Mergeability
  • Pass the message
  • Add screenshots
  • Be found in the future
  • Comment inline in your changes

Read the blog post for more detailed explanation for each item :D

What else do you review before asking for code review?

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Weverton Timoteo

Using an inclusive language is crucial for fostering a diverse culture. Git has changed the naming conventions to be more language-inclusive, and so you should change. Our development tools, like GitHub and GitLab, already supports the change.

SourceLevel deals very nicely with repositories that changed the master branch to a more appropriate word. Besides, you can use the grep linter the look for exclusive terms contained in the source code.

As the inclusive language gap may happen in other aspects of our lives, have you already thought about them?

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Weverton Timoteo

One of the magic tricks git performs is the ability to rewrite log history. You can do it in many ways, but git rebase -i is the one I most use. With this command, It’s possible to switch commits order, remove a commit, squash two or more commits, or edit, for instance.

It’s particularly useful to run it before opening a pull request. It allows developers to “clean up” the mess and organize commits before submitting to review. If you follow the practice 3 and 4, then the list of commits should look very similar to a task list. It should reveal the rationale you had, telling the story of how you end up with that final code.

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Kamaleshwar BN
Senior Software Engineer at Pulley · | 8 upvotes · 658.1K views

Out of most of the VCS solutions out there, we found Gitlab was the most feature complete with a free community edition. Their DevSecops offering is also a very robust solution. Gitlab CI/CD was quite easy to setup and the direct integration with your VCS + CI/CD is also a bonus. Out of the box integration with major cloud providers, alerting through instant messages etc. are all extremely convenient. We push our CI/CD updates to MS Teams.

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Gitlab as A LOT of features that GitHub and Azure DevOps are missing. Even if both GH and Azure are backed by Microsoft, GitLab being open source has a faster upgrade rate and the hosted by gitlab.com solution seems more appealing than anything else! Quick win: the UI is way better and the Pipeline is way easier to setup on GitLab!

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Nazar Atamaniuk
Shared insights
on
DeployPlaceDeployPlaceGitHubGitHubGitLabGitLab

At DeployPlace we use self-hosted GitLab, we have chosen GitLab as most of us are familiar with it. We are happy with all features GitLab provides, I can’t imagine our life without integrated GitLab CI. Another important feature for us is integrated code review tool, we use it every day, we use merge requests, code reviews, branching. To be honest, most of us have GitHub accounts as well, we like to contribute in open source, and we want to be a part of the tech community, but lack of solutions from GitHub in the area of CI doesn’t let us chose it for our projects.

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Pros of AWS CodePipeline
Pros of GitLab
  • 13
    Simple to set up
  • 8
    Managed service
  • 4
    GitHub integration
  • 3
    Parallel Execution
  • 2
    Automatic deployment
  • 0
    Manual Steps Available
  • 508
    Self hosted
  • 430
    Free
  • 339
    Has community edition
  • 242
    Easy setup
  • 240
    Familiar interface
  • 137
    Includes many features, including ci
  • 113
    Nice UI
  • 84
    Good integration with gitlabci
  • 57
    Simple setup
  • 34
    Free private repository
  • 34
    Has an official mobile app
  • 31
    Continuous Integration
  • 22
    Open source, great ui (like github)
  • 18
    Slack Integration
  • 14
    Full CI flow
  • 11
    Free and unlimited private git repos
  • 10
    User, group, and project access management is simple
  • 9
    All in one (Git, CI, Agile..)
  • 8
    Built-in CI
  • 8
    Intuitive UI
  • 6
    Both public and private Repositories
  • 6
    Full DevOps suite with Git
  • 5
    Build/pipeline definition alongside code
  • 5
    CI
  • 5
    So easy to use
  • 5
    Integrated Docker Registry
  • 5
    It's powerful source code management tool
  • 4
    Issue system
  • 4
    Dockerized
  • 4
    Unlimited free repos & collaborators
  • 4
    Security and Stable
  • 4
    On-premises
  • 4
    It's fully integrated
  • 4
    Mattermost Chat client
  • 4
    Excellent
  • 3
    Great for team collaboration
  • 3
    Built-in Docker Registry
  • 3
    Low maintenance cost due omnibus-deployment
  • 3
    I like the its runners and executors feature
  • 3
    Free private repos
  • 3
    Because is the best remote host for git repositories
  • 3
    Not Microsoft Owned
  • 3
    Opensource
  • 2
    Groups of groups
  • 2
    Powerful software planning and maintaining tools
  • 2
    Review Apps feature
  • 2
    Kubernetes integration with GitLab CI
  • 2
    It includes everything I need, all packaged with docker
  • 2
    Multilingual interface
  • 2
    HipChat intergration
  • 2
    Powerful Continuous Integration System
  • 2
    One-click install through DigitalOcean
  • 2
    The dashboard with deployed environments
  • 2
    Native CI
  • 2
    Many private repo
  • 2
    Kubernetes Integration
  • 2
    Published IP list for whitelisting (gl-infra#434)
  • 2
    Wounderful
  • 2
    Beautiful
  • 1
    Supports Radius/Ldap & Browser Code Edits

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Cons of AWS CodePipeline
Cons of GitLab
  • 2
    No project boards
  • 1
    No integration with "Power" 365 tools
  • 28
    Slow ui performance
  • 8
    Introduce breaking bugs every release
  • 6
    Insecure (no published IP list for whitelisting)
  • 2
    Built-in Docker Registry
  • 1
    Review Apps feature

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What companies use AWS CodePipeline?
What companies use GitLab?
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What tools integrate with AWS CodePipeline?
What tools integrate with GitLab?

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What are some alternatives to AWS CodePipeline and GitLab?
AWS CodeDeploy
AWS CodeDeploy is a service that automates code deployments to Amazon EC2 instances. AWS CodeDeploy makes it easier for you to rapidly release new features, helps you avoid downtime during deployment, and handles the complexity of updating your applications.
Jenkins
In a nutshell Jenkins CI is the leading open-source continuous integration server. Built with Java, it provides over 300 plugins to support building and testing virtually any project.
AWS CodeBuild
AWS CodeBuild is a fully managed build service that compiles source code, runs tests, and produces software packages that are ready to deploy. With CodeBuild, you don’t need to provision, manage, and scale your own build servers.
TeamCity
TeamCity is a user-friendly continuous integration (CI) server for professional developers, build engineers, and DevOps. It is trivial to setup and absolutely free for small teams and open source projects.
Bamboo
Focus on coding and count on Bamboo as your CI and build server! Create multi-stage build plans, set up triggers to start builds upon commits, and assign agents to your critical builds and deployments.
See all alternatives