We follow best practices to manage on-call shifts at Ably. This post explains how we've optimized our processes to eliminate common pain points.

We load tested the Control API to determine the number of concurrent users it could support and measure how it behaved under heavy load.

We discuss the challenges of maintaining data consistency in distributed environments and introduce conflict-free replicated data types (CRDTs) to resolve concurrent data changes.