1. Infrastructure and Deployment
I chose a self hosted approach using Coolify for specialized DevOps management on a VPS. The application was containerized with Docker to ensure environment consistency and easy scaling.
2. Backend Architecture
To handle the demands of multi platform automation, I implemented a layered stack:
- Temporal for managing complex, long running background workflows and retries.
- Redis for high speed caching and session management.
- PostgreSQL for relational data storage and user management.
- Elasticsearch to enable fast searching through large content archives.
3. Integration and Automation
The system was configured to connect with various social media APIs. Because the platform is self hosted, I have the flexibility to integrate any third party tools or custom webhooks required for specific client needs.
4. Optimization and Maintenance
By running the entire stack on a single VPS, I consolidated the footprint while ensuring each service (Redis, DB, Search) had appropriate resource limits. This setup provides the performance of a premium SaaS at the cost of basic server hosting.