Kubernetes is how we run portable, self-healing workloads at scale, with GitOps delivery, autoscaling and observability wired in. It is real operational overhead, though, so we only recommend it when the workload earns it.
When to Choose Kubernetes
Adopt Kubernetes when you run many services, need to move between clouds, or your deployment needs have outgrown a handful of VMs or a PaaS.
Core Technical Strengths
- Self-healing workloads and rolling deployments
- Horizontal autoscaling under variable load
- Cloud portability and consistent local parity
- Rich ecosystem for GitOps, service mesh and policy
Common Enterprise Use Cases
- Microservice platforms
- Multi-tenant SaaS hosting
- Batch and ML training workloads
- Hybrid and multi-cloud deployments