How to Prevent Retry Storms With Retry Budgets in Distributed Systems

Retries are one of the simplest ways to make a distributed system appear more reliable. A transient connection failure, overloaded replica, or short-lived network interruption can disappear after another attempt, which is why retry support exists in major RPC frameworks and cloud SDKs. The danger begins when every layer makes the same decision independently.