Built to ship safely from campus pilot to global network.
The production path for BatchMates needs automated delivery, observability, disaster recovery, and separate scaling profiles for product, realtime, recommendation, and analytics workloads.
Commit
Build
Scan
Deploy
Containerized Delivery
Docker images for frontend, API gateway, services, workers, and realtime nodes with immutable versioned releases.
Kubernetes Operations
Separate deployments for API, recommendation workers, WebSocket gateways, background jobs, and admin services.
CI/CD Pipeline
GitHub Actions for linting, tests, type checks, image builds, security scans, preview deploys, and production promotion.
Observability
Metrics, traces, logs, uptime checks, error tracking, product analytics, SLO dashboards, and incident alerts.
Reliability
Database backups, point-in-time recovery, queue replay, disaster recovery runbooks, and zero-downtime migrations.
Global Scale
CDN caching, edge delivery, multi-region read replicas, horizontal services, autoscaling, and event-stream backpressure.