3.10 Scalability Model

Orbnetes deployment and release orchestration documentation for operators and platform teams.

Scaling is primarily execution-plane horizontal scaling:

  • add more agents with correct tags,
  • segment runner capabilities by role/environment,
  • keep control plane centralized.

Throughput depends on:

  • agent availability and tag distribution,
  • job complexity and external system latency,
  • queue depth and dependency structure.

Practical scaling strategy:

  • start with one stable agent pool,
  • split by workload type (build/deploy/ops),
  • then split by risk domain (prod vs non-prod).