DevOps Metrics for Optimizing CI CD Pipelines BMC Software Blogs

Instead of the old testing method where testing occurs at the end of the software development cycle, CT occurs at multiple stages, including development, integration, pre-release, and in production. It is done to ensure that bugs are caught and fixed at the earlier stages in the development process, saving a significant amount of time and money. CI/CD stands for Continuous Integration/Continuous Delivery (or Continuous Deployment). It’s a set of software development practices that enable frequent and efficient delivery of software updates to users by automating the entire software delivery process. CI/CD is often visualized as a pipeline that involves adding a high degree of ongoing automation and continuous monitoring to app development.

ci cd pipeline monitoring

In CD, production is not a special environment; it’s just another stage in the pipeline. We achieve all this by ensuring our code is always in a deployable state, even in the face of teams of thousands of developers making changes on a daily basis. One of the most useful CI/CD pipeline security best practices is creating a dedicated DevSecOps team to design security controls that support developer workflows. This team can work with developers to design processes that maintain efficiency while limiting access and enforcing the principle of least privilege. Companies should also introduce additional security controls throughout the development process.

Challenges of managing CI/CD pipelines

There are plenty of other ways to do it, but using Prometheus is certainly the path of least resistance. This may simply be because it helps you monitor other workloads running in your Kubernetes clusters. You can also aggregate metrics from Prometheus instances running in different clusters by using Thanos.

Deploying and managing a CI/CD platform can result in big expenses if they are not kept in check. To determine how they will set their prices, cloud providers will consider what the cost is of network hardware, infrastructure maintenance, and labor. Monitoring CI/CD operations is a key factor in optimizing the total app performance.

Adding CI/CD Monitoring to Application Performance Monitoring

When someone says CI/CD, the “CD” they’re referring to is usually continuous delivery, not continuous deployment. In a CI/CD pipeline that uses continuous delivery, automation pauses when developers push to production. A human—your operations, security, or compliance team—still needs to manually sign off before final release, adding more delays.

Additionally, teams can collaborate on problems via chat integrations and alert routing through mobile and web interfaces, and post-incident reports mean teams’ services improve over time. Enable your DevOps teams to perform the frequent code pushes needed to stay agile with real-time monitoring of your CI/CD delivery pipeline. For IT teams adopting DevOps, Splunk software helps improve the velocity, quality and business impact of app delivery.

How to setup GitLab Runner on Kubernetes Cluster

The Errors overview screen provides a high-level view of the exceptions that CI builds catch. Similar errors are grouped to quickly see which ones are affecting your ci cd pipeline monitoring services
and allow you to take action to rectify them. This is a guest blog post from Chris Tozzi, Senior Editor of content and a DevOps Analyst at Fixate IO.

But if you already have an existing application with customers you should slow things down and start with continuous integration and continuous delivery. Start by implementing basic unit tests that get executed automatically — there’s no need to focus yet on running complex end-to-end tests. Instead, you should try automating your deployments as soon as possible and get to a stage where deployments to your staging environments are done automatically. The reason is, if you have automatic deployments, you can focus your energy on improving your tests rather than periodically stopping things to coordinate a release.

Jira Product Discovery

If there is an error at any stage of the CI/CD pipeline, feedback will be sent to the development team so that issues are addressed immediately. CI begins in shared repositories, where teams collaborate on code using version control systems (VCS) like Git. A VCS keeps track of code changes and makes them easy to revert if something breaks.

ci cd pipeline monitoring

Continuous integration (CI) is a software development practice where developers frequently make changes in the code and add it to the central repository after which automated tests are run. CI is the integration stage of the software release process which depends on automation and constant integration. The main goal is to find the bugs and resolve the issue quickly to improve the software quality and reduce the time to market.

Kubernetes Monitoring: A Comprehensive Guide

Many DevOps teams prioritize speed over security, which leaves many companies wondering about how to secure the CI/CD pipeline. Continuous integration security is important to have in place to reduce the risk of supply chain attacks. In 2022, supply chain attacks increased 633% year over year, accounting for more than 88,000 breaches.

  • Teams make CI/CD part of their development workflow with a combination of automated process, steps, and tools.
  • In this lesson, we’ll get hands-on and execute CI pipelines and workflows, to build toward deployment using GitHub Actions.
  • Resolving security threats depends on having full visibility into who uses which resources within your DevOps environment.
  • You’re delivering changes of all types into a live environment all the time; you can ship configuration changes, infrastructure changes—everything!
  • Application performance monitoring has traditionally focused on monitoring and analyzing just applications and the infrastructure that hosts them.
  • Continuous integration/continuous delivery, known as CI/CD, is a set of processes that help software development teams deliver code changes more frequently and reliably.

Continuous integration allows multiple developers to work together on improving an application while maintaining a clean code base. Meanwhile, continuous delivery helps companies quickly and reliably deliver new, secure software versions. With this practice, every change that passes all stages of your production pipeline is released to your customers.


Also, teams need automation to deploy solutions so that they can eliminate the need for time-consuming manual deployment. While CI/CD tools can grant organizations increased control and auditability of their build processes, teams must be aware of the risks as well. Malicious code injection, secrets leakage, and outdated components are all threats that can have serious business impacts, and it is important to strengthen your CI/CD pipelines against such threats. Snyk helps security teams shift left earlier into the CI/CD process, allowing for risk to be discovered and remediated earlier in the build process and before reaching production.