This step focuses on operational robustness. You identify failure scenarios—timeouts, partner outages, malformed responses—and implement strategies such as exponential backoff retries, circuit breakers, fallback responses, and dead-letter queues. The goal is to protect the client platform from cascading failures and ensure that downstream partner instability does not degrade the end-to-end user experience.