Skip to content

πŸš€ Deployment ​

πŸ“‹ Overview ​

The LIPAIX platform uses a modern deployment strategy with Railway for cloud hosting, trunk-based development for version control, and automated CI/CD pipelines for seamless deployments.

πŸ—οΈ Architecture Overview ​

Our deployment strategy follows these principles:

  • πŸš€ Cloud-First - Railway for scalable cloud hosting
  • πŸ”„ Trunk-Based Development - Main branch as the source of truth
  • πŸ€– Automated Deployments - CI/CD pipelines for zero-downtime updates
  • πŸ“Š Monitoring & Observability - Health checks, metrics, and logging
  • πŸ”’ Security First - Environment variables, secrets management

Deployment Architecture Diagram ​

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ Developer   │───▢│Feature Branch│───▢│Pull Request β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                           β”‚                   β”‚
                           β–Ό                   β–Ό
                    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                    β”‚Code Review  β”‚    β”‚CI/CD Pipelineβ”‚
                    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                           β”‚                   β”‚
                           β–Ό                   β–Ό
                    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                    β”‚   Merge     │───▢│   Deploy    β”‚
                    β”‚   to Main   β”‚    β”‚  to Railway β”‚
                    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                              β”‚
                                              β–Ό
                                       β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                                       β”‚Production   β”‚
                                       β”‚Environment  β”‚
                                       β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                              β”‚
                                              β–Ό
                                       β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
                                       β”‚Health Checksβ”‚
                                       β”‚& Monitoring β”‚
                                       β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ› οΈ Technology Stack ​

Our deployment technology stack:

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”    β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   GitHub    │───▢│GitHub Actions│───▢│  Railway    β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜    β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                                              β”‚
                                              β”œβ”€β”€β”€β–Ά PostgreSQL
                                              β”œβ”€β”€β”€β–Ά Redis
                                              β”œβ”€β”€β”€β–Ά Next.js App
                                              β”œβ”€β”€β”€β–Ά Discord Bot
                                              └───▢ Documentation

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   Sentry    │───▢ Error Monitoring
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ”„ Deployment Workflow ​

⚠️ IMPORTANT: Deployment is MANUAL, not automatic!

Our deployment process follows a manual workflow using GitHub Actions:

Manual Deployment Process ​

  1. πŸš€ Developer creates feature branch from main
  2. πŸ“ Code changes and commits on feature branch
  3. πŸ”€ Pull Request to main branch
  4. βœ… Code review and approval by team members
  5. πŸ”„ Merge to main (does NOT trigger deployment)
  6. πŸ‘€ Manual deployment trigger via GitHub Actions
  7. πŸš‚ Railway deployment from deployment branches

Key Points ​

  • ❌ Merging to main does NOT deploy automatically
  • βœ… Deployment requires manual action via GitHub Actions
  • πŸ”§ Separate deployment branches for staging and production
  • πŸ“‹ Manual approval for each deployment

Deployment Branches ​

main (source of truth)
β”œβ”€β”€ deploy/web (production deployment)
└── deploy/staging/web (staging deployment)

These branches are updated manually when deploying, not automatically on merge.

πŸ“ Getting Started ​

πŸ”§ Environment Management ​

Environment Variables ​

We use Railway's environment variable management for:

  • Database connections - PostgreSQL credentials
  • API keys - External service integrations
  • Feature flags - A/B testing and gradual rollouts
  • Secrets - Sensitive configuration data

Environment Types ​

  • Development - Local development environment
  • Staging - Pre-production testing environment
  • Production - Live production environment

πŸ“Š Monitoring & Observability ​

Health Checks ​

  • Application Health - /api/health endpoint
  • Database Connectivity - Connection pool monitoring
  • External Services - API dependency checks
  • Performance Metrics - Response time monitoring

Logging & Metrics ​

  • Structured Logging - JSON format for easy parsing
  • Performance Metrics - Core Web Vitals tracking
  • Error Tracking - Sentry integration for crash reporting
  • Business Metrics - User engagement and conversion tracking

🚨 Incident Response ​

Automated Alerts ​

  • Performance Degradation - Response time thresholds
  • Error Rate Spikes - Exception monitoring
  • Service Unavailability - Health check failures
  • Resource Exhaustion - Memory and CPU monitoring

Rollback Strategy ​

  • Quick Rollback - Revert to previous deployment
  • Feature Flags - Disable problematic features
  • Database Rollback - Point-in-time recovery
  • Communication - Stakeholder notification process

Released under the MIT License.