Most of the tools present a toolset to track logs and run automated code tests. Orchestrators are the tools used to monitor and configure all the existing containers put on product or that are in the staging area. Most often they come built into CI/CD pipelines as default tools or can be plugged in as extensions. The pipeline uses declarative methods, as the scripts are written in Kotlin DSL. But while servers can use one operating system, the agents can run on different OSs. The capacity of such infrastructure is allocated dynamically, depending on the needs of the application.

ci cd pipeline monitoring tools

Unlocking GitLab’s more advanced CI/CD features comes at a premium, which may put it out of reach for smaller software development teams. Working with larger projects and scaling can become complex, and the user interface can also seem sluggish at times. The ChatOps feature lets developers collaborate with one another, see job output, run CI/CD jobs and more via Slack and other popular chat services. Review Apps, meanwhile, also promote team collaboration by providing an environment for previewing code changes. The Auto DevOps feature supports software delivery through pre-configured integrations and functionalities. You can connect to external repositories like Bitbucket Cloud, GitHub, etc. to avoid moving your entire project to GitLab.


If you are implementing CI/CD for the first time, you might want to consider doing a smaller implementation with one or two tasks to test it out before expanding it to include all tasks. However, anyone working to safeguard the pipeline must view the goal as a journey rather than the destination. Even doing everything mentioned above is not enough to guarantee security. People must continually monitor the current situation and examine the best ways to reduce weaknesses.

Validating a CI/CD pipeline involves numerous challenges and considerations from testing software features. Unlike software features, a CI/CD pipeline consists of various interconnected stages, each with unique requirements. The pipeline is often a mix of multiple tools, from version control systems to build and deployment tools, each with specific nuances and potential pitfalls. Furthermore, numbers like deployment speed or build failure rates can mislead users if they don’t account for other factors like code quality or security vulnerabilities. To deliver the greatest level of visibility, these metrics should be correlated with other data, including log analytics and traces from your application environment.

Performance and Speed

Integrating automated service health checks in deployment pipelines is critical for end-to-end deployment automation, which crucially enables deployment frequency to be increased. Where DevOps breaks down communication barriers between engineering and operations teams, CI/CD are crucial to deploying software to production. DevOps focuses on people, and CI/CD organizes the technology execution. This list includes the best 14 CI/CD tools that are currently the most popular in the market. We hope this list has provided the sufficient information you need to choose software that best fits your specification. The CI/CD tools mentioned in this list are the matured ones with the essential capabilities for your projects.

  • Ansible is capable of controlling the infrastructure without agent software, requiring only SSH keys to start managing the system.
  • It acts as the circulatory system that allows data to flow securely between various components, from code repositories to build servers and from testing environments to deployment platforms.
  • CI’s mission is to provide an artifact at some point in time of the application that satisfies customer expectations—in other words, that has good quality built in.
  • GitLab, on the other hand, has an extension that provides developers complete control over their code and is the best in class for CI/CD pipelines.
  • Defines how the application and its resources should run in a Kubernetes cluster, and are applied to the cluster.

GitLab is a suite of tools for managing different aspects of the software development lifecycle. The core product is a web-based Git repository manager with features such as issue tracking, analytics, and a Wiki. TeamCity is a continuous integration tool that helps build and deploy different types of projects.

Change failure rate dashboards

That said, Chef is considered to be suitable for the teams dominated by developers, as they are more familiar with imperative languages, like Ruby. This solution helps DevOps leaders measure the impact of their DevOps initiatives and make data-driven decisions to drive continuous improvement in their development teams. A CI/CD pipeline is a runnable specification of the steps that any developer should perform to deliver a new version of any software. Failure in each and every stage triggers a notification via email, Slack, or other communication platforms. It governs not just code but also configuration changes and dependencies, with diverse impacts on functionality, performance, and security.

ci cd pipeline monitoring tools

Your choice should align with your project’s tech stack, the desired level of automation, and scalability requirements. We believe that the success of CI/CD lies in incorporating collaboration, continuous improvement, and automation. Our experts work closely with your team to implement processes that streamline development, accelerate deliveries, and improve software quality. Evaluating the velocity and efficacy of the CI/CD tool is important, as it bears substantial influence on the progress of your development cycle. Enhancing the promptness of builds and deployments holds the potential to bolster developer productivity and overall efficiency. Considering that OpenShift uses the Kubernetes engine, it seems like a good alternative for the project with open-source code.

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Therefore, everything that happens in the CI platform is also shown in the traces. GitLab allows you to trigger builds, run tests, and deploy code with each commit or push. You can build jobs in a virtual machine, Docker container, or on another server. Jenkins is an open-source Continuous Integration server that helps to achieve the Continuous Integration process (and not only) in an automated fashion.

In an era where DevOps practices are becoming integral to organizational success, the adoption of CI/CD processes is rising. According to a Puppet report, almost 8 out of 10 organizations are in the middle of DevOps implementation. This is a guest blog post from Chris Tozzi, Senior Editor of content and a DevOps Analyst at Fixate IO.

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Otel-cli is a command-line tool for sending OpenTelemetry
traces, which is useful if instrumenting your scripts explicitly when no other implicit
integration is in place. This blog post provides a great
overview of how all of these pieces work together. The OpenTelemetry plugin needs to be configured ci cd pipeline monitoring to report data to an OpenTelemetry service. In addition, you will need the endpoint of the OpenTelemetry service, the type of authentication,
and the access credentials. The APM Service view in Elastic Observability provides a view of all your instrumented CI/CD
servers with insights on their KPIs.

You should ensure the CI/CD tool you choose supports the required build and deployment environments if your project is designed for multiple platforms such as web, mobile, and desktop. The cloud build platform offered by Google Cloud is a highly efficient and serverless CI/CD solution. BitBucket Pipelines is an innovative cloud-based service offered by Atlassian, that enables users to effortlessly initiate automated build, test, and deployment tasks with every commit, push, or pull request. Seamlessly integrating with the entire Atlassian suite, including Jira and Trello, Bitbucket Pipelines offers an unrivaled level of efficiency and convenience.

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SonarQube offers the same functionality with 27 programming languages available. It integrates with most CI/CD tools and ensures continuous code testing for the team. There are three other bundles for companies of different sizes, priced accordingly. Codacy is a static analysis tool that runs code checks and helps developers spot style violations, duplications, and other anomalies that impact code security. With 30+ programming languages supported, Codacy is priced at $15 per month, when deployed in the cloud. Nagios is also an agent-based monitoring tool that runs on a server as a service.

Azure Pipelines

Engaging with an active community can yield a plethora of valuable resources, plugins, and timely support for needs. Examine its functionalities such as pipeline as code, enabling the definition and version control of pipelines. To effectively monitor your precise project needs and workflow, it is important to consider the programming language, frameworks, and platforms that your teams employ. Along with the free tier, Cloud build charges based on the number of build minutes and the type of machine used for builds.

This approach allows developers to detect errors early in the development process and fix them quickly, resulting in higher-quality code and faster time-to-market. This is particularly significant for businesses that need to continuously update their software to remain competitive and meet evolving user needs. Some machines may experience sluggish performance since TeamCity tends to use a lot of resources.