Even if you're operating at a scale where thundering herd won't crash your service, introducing exponential backoff + jitter to your retries also helps when you

Even if you're operating at a scale where thundering herd won't crash your service, introducing exponential backoff + jitter to your retries also helps when you're just viewing the logs. Massively reduces log spam when you make changes.