Wire and Logic
Hourly · Synthesized · Opinionated
engineeringSunday, June 7, 2026·2 min read

CI/CD fundamentals: pipelines, stages, and deployment strategies

Learn about CI/CD pipelines, their benefits, and best practices for automating the delivery lifecycle.

.@Ju_Stroh will demonstrate using Jenkins and a CI/CD pipeline! #MesosCon #DevOps
Photo: PLeia2

The software delivery process has a bottleneck - safely shipping code. Despite increased developer velocity, delivery throughput and deployment stability have not kept pace. CI/CD pipelines automate the entire journey from pull request to production, addressing this issue.

What happened

A CI/CD pipeline consists of several stages, including build, test, security scanning, promotion through environments, deployment, and post-deploy verification. Continuous Integration handles code integration, builds, and early validation, while Continuous Delivery extends that automation with testing environments, artifact promotion, and controlled release into production.

The DORA report has consistently shown that elite software delivery performance is associated with lead times under one hour, frequent production deployments, low change failure rates, and fast recovery from incidents. AI-assisted verification and auto-rollback make high deployment frequency sustainable.

Why it matters

CI/CD pipelines matter because they enable teams to ship code predictably and reliably. Without a pipeline, the delivery process is manual, slow, and prone to errors. Bugs show up late, when they're expensive, and every release is a bet.

Pros and Cons

+ Pros
  • Automated testing and validation
  • Faster time-to-market
  • Improved deployment stability
  • Increased productivity
  • Better collaboration
Cons
  • Initial setup and configuration
  • Requires cultural and process changes
  • May require additional tools and infrastructure

How to think about it

When implementing a CI/CD pipeline, consider the types of tests to map to each pipeline stage. Unit tests should run on every commit, integration tests on post-build, load tests on pre-production only, and DAST on nightly builds. AI-assisted verification and auto-rollback can make high deployment frequency sustainable.

FAQ

What is a CI/CD pipeline?+

A CI/CD pipeline automates the entire journey from pull request to production, including build, test, security scanning, promotion through environments, deployment, and post-deploy verification.

What are the benefits of CI/CD pipelines?+

The benefits of CI/CD pipelines include automated testing and validation, faster time-to-market, improved deployment stability, increased productivity, and better collaboration.

How do I implement a CI/CD pipeline?+

To implement a CI/CD pipeline, consider the types of tests to map to each pipeline stage, and use tools and infrastructure that support automation and continuous delivery.

Sources
  1. 01CI/CD fundamentals: pipelines, stages, and deployment strategies
  2. 02CI/CD Pipeline: All You Need to Know | Harness
  3. 03What Is a CI/CD Pipeline? Benefits and Best Practices
  4. 04CI/CD Pipeline Explained: Stages, Tools & Examples (2026)
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