The Retry Paradox: When Safety Mechanisms Amplify Failures

Retries appear to be a safety feature but can amplify failures if actions lack idempotency. This analysis reveals why every retry has a cost—consuming resources, masking degradation, and potentially creating cascading failures—making safe-to-repeat design as critical as failure handling itself.