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Kubernetes

FlowLayer and Kubernetes operate at very different scales and goals.

What this tool is good at​

Kubernetes is designed for production-grade cluster orchestration:

  • scheduling workloads across multiple nodes
  • service discovery and cluster networking
  • self-healing and rolling deployment primitives
  • operating large, multi-team production platforms

Where FlowLayer differs​

FlowLayer is a lightweight runtime orchestrator for development sessions, not a cluster control plane.

It focuses on:

  • local or single-host multi-service runtime orchestration
  • explicit service ordering with dependencies and readiness
  • interactive runtime control and logs via flowlayer-client-tui
  • practical distributed-system simulation during development

FlowLayer does not provide Kubernetes-level scheduling, cluster networking, or multi-node production operations.

When to choose FlowLayer​

Choose FlowLayer when:

  • you need fast local distributed simulations before cluster deployment
  • your team wants to iterate on service interactions from one session
  • a lightweight orchestration loop is enough for development and testing

When not to choose FlowLayer​

Kubernetes is required when:

  • workloads must run reliably across a cluster in production
  • you need advanced scheduling, high availability, and autoscaling
  • network policies, ingress, and cluster-level operational controls are mandatory

Honest summary​

FlowLayer is not an alternative to Kubernetes for production orchestration.

Use FlowLayer for development-time runtime coordination and simulation, then use Kubernetes when cluster-level production requirements apply.