deployment-patterns

Set up a CI/CD pipeline for Dockerized Python apps by using GitHub Actions workflows and Dockerfile guidance to automate releases. This ensures safe deployments through health checks and production readiness checklists.

The best way to choose between Rolling, Blue-Green, and Canary deployments is evaluating their specific guidance on when to use each pattern. This standardizes reliable Python deployments and reduces rollback risk based on your traffic needs.

Yes, this deployment pattern guidance works with FastAPI and Django frameworks. It applies to CI/CD pipelines, Dockerized services, and health-check driven releases across these and other Python frameworks.

Add health checks and readiness probes to Python Docker containers using provided Dockerization strategies. This integrates directly with your CI/CD pipelines to enable safe, health-check driven releases.

Use a canary deployment pattern for Python services when you need to reduce rollback risk and validate stability gradually. The guidance helps align teams around best practices for safely rolling out changes.