Retries aren’t a safety net—they’re a load multiplier. In distributed systems, naive retries across layers can trigger retry storms, amplify latency, and cause cascading failures. The fix isn’t more retries but smarter ones: use exponential backoff with jitter, enforce retry budgets, implement circuit breakers, and ensure idempotency. Combine these with timeouts, bulkheads, and observability to build truly resilient systems.
Why Your Retry Logic Is Taking Down Your System (And How to Fix It) | HackerNoon
