Which statement pertains to adopting best practices for transient network errors in applications?

Implementing retry logic with exponential backoff is a widely recognized best practice for handling transient network errors in applications. This approach allows an application to gracefully handle temporary failures in network connectivity or service availability by attempting to re-establish communication after a delay. The exponential backoff strategy is particularly effective because it exponentially increases the waiting time between subsequent retry attempts. This helps to alleviate the load on the network or service that may be experiencing issues, thereby reducing the chances of overwhelming the system during periods of instability.

Transient errors can occur due to various reasons, such as temporary outages, throttling due to request limits, or brief network disruptions. By integrating retry logic with exponential backoff into the application’s design, developers can improve overall reliability and user experience, ensuring that momentary hiccups do not lead to immediate failure.

In contrast, canary testing is a strategy employed during the rollout of new features or versions; avoiding it generally contradicts the practice of gradual and controlled deployment. Redesigning legacy applications at once can be risky and might introduce new issues or downtime, while reviewing data compliance post-launch can lead to significant regulatory and operational challenges. Thus, adopting the practice of retry logic with exponential backoff is aligned with creating resilient applications that can better adapt to the