# Staging vs Production ## Staging Environment Purpose: - Testing before release. - Validate new features. - Detect bugs. - Verify Docker images. - Run integration tests. Characteristics: - Mirrors production. - Uses test data. - Safe for experimentation. - Developers and QA have access. --- ## Production Environment Purpose: - Serve real users. - Provide stable services. - High availability. - Performance optimized. Characteristics: - Uses real data. - Restricted access. - Monitored continuously. - Requires approval before deployment.