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Docker vs TeamCity: What are the differences?

Introduction

Docker and TeamCity are both popular tools in the field of software development and deployment. While both tools serve different purposes, they have some key differences that set them apart. In this article, we will explore these differences in detail.

  1. Containerization vs Continuous Integration: The fundamental difference between Docker and TeamCity lies in their main functionalities. Docker is primarily a containerization platform that allows developers to package and distribute applications along with their dependencies. On the other hand, TeamCity is a Continuous Integration (CI) server that enables teams to automate the process of building, testing, and deploying code changes.

  2. Infrastructure vs Process: Another significant difference is the focus of the two tools. Docker primarily focuses on managing infrastructure by enabling the creation and management of containers. It allows developers to build and deploy applications consistently across different environments. In contrast, TeamCity focuses on managing the entire development process by automating tasks such as code building, testing, and deployment.

  3. Stand-alone vs Collaborative: Docker can be used as a stand-alone tool, allowing developers to package and distribute applications independently. It provides an isolated environment for running applications, ensuring that they work consistently across different machines. TeamCity, on the other hand, is designed for collaboration within a development team. It facilitates communication and coordination among team members by providing integration with version control systems and project management tools.

  4. Development vs Operations: Docker primarily targets developers, providing them with a consistent environment for building and running applications. It helps to eliminate the "it works on my machine" problem by ensuring that applications work consistently across different environments. In contrast, TeamCity targets operations teams by automating the build, test, and deployment process. It enables continuous integration and delivery, ensuring that code changes are thoroughly tested and deployed in a controlled manner.

  5. Container Management vs Task Management: Docker focuses on container management, allowing developers to create, manage, and distribute containers. It provides features such as container orchestration and clustering for managing containerized applications in production. TeamCity, on the other hand, focuses on task management by providing a centralized platform for automating various tasks in the development process, including building, testing, and deploying code changes.

In Summary, while Docker focuses on containerization and infrastructure management, TeamCity is a CI server that focuses on automating the development process. Docker targets developers, providing consistent environments for building and running applications, while TeamCity targets operations teams, automating tasks such as code building, testing, and deployment.

Decisions about Docker and TeamCity
Florian Sager
IT DevOp at Agitos GmbH · | 3 upvotes · 466.7K views
Chose
LXDLXD
over
DockerDocker

lxd/lxc and Docker aren't congruent so this comparison needs a more detailed look; but in short I can say: the lxd-integrated administration of storage including zfs with its snapshot capabilities as well as the system container (multi-process) approach of lxc vs. the limited single-process container approach of Docker is the main reason I chose lxd over Docker.

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Pros of Docker
Pros of TeamCity
  • 823
    Rapid integration and build up
  • 692
    Isolation
  • 521
    Open source
  • 505
    Testa­bil­i­ty and re­pro­ducibil­i­ty
  • 460
    Lightweight
  • 218
    Standardization
  • 185
    Scalable
  • 106
    Upgrading / down­grad­ing / ap­pli­ca­tion versions
  • 88
    Security
  • 85
    Private paas environments
  • 34
    Portability
  • 26
    Limit resource usage
  • 17
    Game changer
  • 16
    I love the way docker has changed virtualization
  • 14
    Fast
  • 12
    Concurrency
  • 8
    Docker's Compose tools
  • 6
    Easy setup
  • 6
    Fast and Portable
  • 5
    Because its fun
  • 4
    Makes shipping to production very simple
  • 3
    Highly useful
  • 3
    It's dope
  • 2
    Package the environment with the application
  • 2
    Super
  • 2
    Open source and highly configurable
  • 2
    Simplicity, isolation, resource effective
  • 2
    MacOS support FAKE
  • 2
    Its cool
  • 2
    Does a nice job hogging memory
  • 2
    Docker hub for the FTW
  • 2
    HIgh Throughput
  • 2
    Very easy to setup integrate and build
  • 0
    Asdfd
  • 61
    Easy to configure
  • 37
    Reliable and high-quality
  • 32
    User friendly
  • 32
    On premise
  • 32
    Github integration
  • 18
    Great UI
  • 16
    Smart
  • 12
    Free for open source
  • 12
    Can run jobs in parallel
  • 8
    Crossplatform
  • 5
    Chain dependencies
  • 5
    Fully-functional out of the box
  • 4
    Great support by jetbrains
  • 4
    REST API
  • 4
    Projects hierarchy
  • 4
    100+ plugins
  • 3
    Personal notifications
  • 3
    Free for small teams
  • 3
    Build templates
  • 3
    Per-project permissions
  • 2
    Upload build artifacts
  • 2
    Smart build failure analysis and tracking
  • 2
    Ide plugins
  • 2
    GitLab integration
  • 2
    Artifact dependencies
  • 2
    Official reliable support
  • 2
    Build progress messages promoting from running process
  • 1
    Repository-stored, full settings dsl with ide support
  • 1
    Built-in artifacts repository
  • 1
    Powerful build chains / pipelines
  • 1
    TeamCity Professional is FREE
  • 0
    High-Availability
  • 0
    Hosted internally

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Cons of Docker
Cons of TeamCity
  • 8
    New versions == broken features
  • 6
    Unreliable networking
  • 6
    Documentation not always in sync
  • 4
    Moves quickly
  • 3
    Not Secure
  • 3
    High costs for more than three build agents
  • 2
    Proprietary
  • 2
    User-friendly
  • 2
    User friendly

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What is Docker?

The Docker Platform is the industry-leading container platform for continuous, high-velocity innovation, enabling organizations to seamlessly build and share any application — from legacy to what comes next — and securely run them anywhere

What is 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.

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What are some alternatives to Docker and TeamCity?
LXC
LXC is a userspace interface for the Linux kernel containment features. Through a powerful API and simple tools, it lets Linux users easily create and manage system or application containers.
rkt
Rocket is a cli for running App Containers. The goal of rocket is to be composable, secure, and fast.
Kubernetes
Kubernetes is an open source orchestration system for Docker containers. It handles scheduling onto nodes in a compute cluster and actively manages workloads to ensure that their state matches the users declared intentions.
Cloud Foundry
Cloud Foundry is an open platform as a service (PaaS) that provides a choice of clouds, developer frameworks, and application services. Cloud Foundry makes it faster and easier to build, test, deploy, and scale applications.
Vagrant
Vagrant provides the framework and configuration format to create and manage complete portable development environments. These development environments can live on your computer or in the cloud, and are portable between Windows, Mac OS X, and Linux.
See all alternatives