Continuous Integration and Continuous Delivery are the foundation of modern software delivery. Practical best practices for pipeline design, testing strategy, and safe deployment.
CI/CD as a Competitive Advantage¶
The ability to deliver software to production quickly and safely is a key competitive advantage. Companies with a mature CI/CD pipeline deploy tens to hundreds of times a day with minimal risk.
CI (Continuous Integration) = automatic build and test on every commit. CD (Continuous Delivery) = an automated path from commit to production, where deployment requires manual approval. Continuous Deployment = a fully automatic deployment with no human intervention.
Pipeline Design¶
An effective CI/CD pipeline has clear stages:
# Example Jenkins/GitLab CI pipeline
stages:
- build
- unit-tests
- integration-tests
- security-scan
- deploy-staging
- smoke-tests
- deploy-production
build:
script:
- docker build -t app:${CI_COMMIT_SHA} .
- docker push registry.company.com/app:${CI_COMMIT_SHA}
unit-tests:
script:
- docker run app:${CI_COMMIT_SHA} npm test
deploy-production:
script:
- helm upgrade app ./chart --set image.tag=${CI_COMMIT_SHA}
when: manual # Manual gate for production
Every stage is a gate — a failure stops the pipeline. Fast feedback: unit tests run first (fast), integration tests later (slow).
Testing Strategy¶
The testing pyramid defines the proportion of tests:
- Unit tests (70%) — fast, isolated, thousands of tests per second
- Integration tests (20%) — test collaboration of components, databases, APIs
- E2E tests (10%) — the full system, slow but important for critical flows
Additional layers:
- Static analysis — linting, type checking (ESLint, TypeScript)
- Security scanning — dependency vulnerability checking (Snyk, npm audit)
- Performance tests — load testing in the staging environment
Deployment Strategies¶
Safe deployment strategies:
- Rolling update — gradual replacement of instances, zero-downtime
- Blue/Green — two identical environments, switch at the load-balancer level
- Canary — new version for a small percentage of traffic, progressive rollout
- Feature flags — deploying code does not mean releasing functionality
A rollback plan is mandatory — automatic rollback on health-check failure. Monitoring and alerting must be part of the deployment process.
Conclusion: The Pipeline is a Product¶
A CI/CD pipeline is a product that requires maintenance and iteration. Invest in a reliable, fast pipeline — every minute spent waiting for a build costs developer productivity. Measure deployment frequency, lead time, and change failure rate. Goal: from commit to production in minutes, not days.
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