Why can retries make an outage worse?

Retries multiply traffic. If a dependency is already overloaded, immediate or excessive retries add more requests precisely when it has the least spare capacity.

Nested retries across several services can amplify the effect further. Use bounded retries, backoff, jitter, circuit breakers, and end-to-end retry budgets, and avoid retrying failures that are not transient.