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Practical guide

CI/CD Deploy

Automation of API deployment using CI/CD: testing, assembly, display and quality control at each stage of code delivery.
Expert Stanislav Anisimov

Fast and reliable integrations are impossible without automation.

We implement CI/CD processes for APIs that include:
  • automatic code checking, - running tests, - assembling artifacts, - laying out on staging/production, - rollbacks and monitoring after release.

This allows you to deploy updates without failures, manually and at any time, regardless of load and team composition.

What our CI/CD process involves

Stage What's going on
Code check & lint Code Style Validation, Formatting, Static Analysis
Unit & integration tests Running Tests and Testing Stability
Assembling artifacts Formation of Docker images, builds, dependencies
Deploy Auto-laying on staging or production by git trigger or schedule
Rollback Rollback on error or alert
Monitoring Logging and alerts after release via Prometheus/Datadog/Sentry

Tools used

GitHub Actions, GitLab CI/CD, Bitbucket Pipelines

Docker, Kubernetes, Helm

AWS, GCP, DigitalOcean, Cloudflare Pages

Prometheus, Grafana, Sentry, Datadog

Terraform and Ansible for Infrastructure as Code

Business benefits

Fast time-to-market: releases in minutes, not days

Fewer human errors

Easy re-deployment and scaling

Support for multiple environments (dev, staging, prod)

Rollback and rollout capability (canary, blue/green)

Where especially important

Products with frequent releases and updates

APIs in critical areas (finance, logistics, e-commerce)

Commands Running in a Distributed Environment

Architectures with microservices and multiple dependencies


CI/CD is the heart of modern API integration. We will introduce a pipeline that will provide fast delivery, testing and dumping without risk - from the first commit to production.