Backoff and Retry

Transient failures, timeouts, dropped connections, brief 503s, often succeed on a second attempt. Retrying turns a flaky operation into a reliable one without bothering the caller.

Retrying immediately in a tight loop hammers a struggling service and can cause a retry storm. We need delays between attempts, and the delays should grow.