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Home AI

CI/CD Pipeline: Best Practices

by msz991
January 23, 2025
in AI
3 min read
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Continuous Integration (CI) and Continuous Delivery/Deployment (CD) aren’t something you can skip by – they’re essential. You can’t deliver quality software without it. These methods make it easier for teams to identify bugs rapidly, prevent failures, and release software faster.

Still, is implementing a successful CI/CD software easy? Absolutely not. Is it easier if you follow the best practices? Absolutely. Below, we’ll explore how you can optimize CICD workflows for maximum effect and dependability.

Table of Contents

  • Commit Frequently and Incrementally
  • Automate and Optimize Testing
  • Implement Shared Pipelines for Efficiency
  • The Takeaway 

Commit Frequently and Incrementally

One of the foundational principles of a CI/CD pipeline is to commit code often and in small, manageable pieces. Atomics commits, as it’s known, enable testing, validating changes, and undoing changes that aren’t necessary. This helps developers by providing feedback quickly through the pipeline so that problems can be addressed early on before they become major stumbling blocks. And trust us, they can become major stumbling blocks.

It also fosters collaboration. Frequent updates shared among developers help avoid working in isolation. This practice is particularly beneficial in environments where platform engineering and DevOps intersect, as it ensures that integration conflicts are minimized while promoting seamless communication across teams. By making frequent commits, progress tracking becomes easier, and transparency and accountability are maintained throughout the development cycle.

Automate and Optimize Testing

Automated testing is at the core of any successful CI/CD pipeline. It is through automated tests that are performed on levels such as unit, integration, and functional tests that the reliability of code changes is ascertainable. The idea is to ensure that upon every commit, these tests run and developers get immediate feedback. The aim here is to take a proactive approach to minimize the possibility of introducing regressions into the code base.

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Equally important is optimizing the test suite. Concentrate on running applicable tests depending on what was changed about an application. For example, if database functionality has been modified, only execute database-related tests. That focus on essential ones and caching dependencies means teams can significantly reduce pipeline execution time, making it possible for developers to avoid long build cycles.

Implement Shared Pipelines for Efficiency

Another important best practice involves shared pipelines designed using the “Don’t Repeat Yourself” (DRY) principle. Instead of maintaining separate pipelines for each application or microservice, shared pipelines allow teams to utilize a common framework with dynamic configurations. That means management becomes easier, and there will be no duplication regarding efforts made in this context.

Using shared pipelines improves scalability, especially when there are many microservices in play. In this sense, they make sure that all services follow a common process during deployment. Centralizing pipeline management helps build expertise within the team since developers have to grapple with only one type of pipeline and not several other tailor-made models for their software development.

The Takeaway 

An effective CI/CD pipeline changes the game for software teams. For organizations to maximize the value of their CI/CD workflows, they should commit frequently, automate as much as possible about testing, and employ shared pipelines. It really isn’t that tricky, and following the CI/CD best practices will maximize the efficiency of the entire development process.

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