Production Deployment Guide
🚧 Draft document — Will be expanded with CI/CD pipelines, infra as code, and monitoring setup.
Goals
- Deploy Soul Kernel services with high availability
- Provide secure endpoints for sync & analytics
- Scale to thousands of digital twins
Stack
- Kubernetes (GKE Autopilot)
- Postgres + Qdrant Cloud
- Grafana + Prometheus
- Cloud Build + GitHub Actions
Steps (Outline)
- Containerize kernel & sync service
- Write Helm chart with HPA & resource limits
- Configure TLS & OAuth proxy
- Set up Prometheus scraping & Grafana dashboards
- Enable CI/CD pipeline with blue/green rollout