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Deployment & Operations Guide

Deployment Model

Declarative Kubernetes manifests
Applied via kubectl or Argo CD
No Helm dependency

General Rules

Stateless apps by default
PVCs required for state
Secrets via Kubernetes Secrets
Config via environment variables

Deployment Order (Recommended)

Networking (Cilium, Ingress)
cert-manager
Storage (PVs)
Databases (Postgres, Redis, Kafka)
Observability stack
ML tooling
Automation tools
Custom applications

Operations

Monitor via Grafana
Debug via logs & traces
Upgrade via Git commits
Rollback via Argo CD

Backup Strategy

MinIO buckets versioned
Database snapshots
Git repositories mirrored