Docker Compose
Perfect for local development and simple multi-container apps on a single host.
Kubernetes
Built for scaling, self-healing and multi-node production workloads.
Rule of thumb
Start with Compose while learning and prototyping. Move to Kubernetes when you need resilience, scale and orchestration across machines.