About Deployment Patterns

Purpose

Deployment Patterns is a reference encyclopedia for engineering teams who deploy software to production. It covers the core deployment strategies -- blue-green, canary, rolling updates, and feature flags -- along with supporting techniques like zero-downtime migrations and rollback procedures.

Every guide includes concrete implementation details: Kubernetes manifests, load balancer configurations, database migration patterns, and cloud provider comparisons. The goal is to provide actionable reference material, not abstract theory.

What This Covers

  • Deployment strategies -- Blue-green, canary, rolling updates, and feature flag deployments with step-by-step implementation guides.
  • Cloud provider details -- AWS, GCP, Azure, and Kubernetes-native approaches compared side by side.
  • Zero-downtime techniques -- Database migration patterns, connection draining, health checks, and readiness probes.
  • Rollback procedures -- Decision matrices and concrete steps for every rollback scenario.
  • Strategy comparison -- Structured tables comparing downtime risk, resource overhead, complexity, and suitability by use case.

Intended Audience

This resource is intended for platform engineers, SREs, DevOps engineers, and backend developers who are responsible for production deployments. It assumes familiarity with containerized applications, orchestration platforms, and basic networking concepts.

All content is reference material for engineering decisions. Always test deployment strategies in staging environments before applying them to production workloads.