On Building Scalable Control Planes

2026-08-07

Scalable control planes should keep coordination off the critical data path, partition ownership cleanly, and rely on asynchronous reconciliation instead of synchronous global agreement for every change. Designs that minimize shared mutable state and let independent partitions make progress can absorb failures and growth without turning the control layer into the system's bottleneck.