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As generative AI applications scale to serve more users and handle increasingly complex workloads, understanding how to optimize your application’s availability by proper error handling, becomes essential. Two error types, 429 ThrottlingException and 503 ServiceUnavailableException , are important signals that your application is reaching operational thresholds that require attention. While these errors are typically retriable, how you handle them directly impacts user experience. Delays in responding can disrupt a conversation’s natural flow and reduce user engagement. The difference between a reliable, production-ready application and one that struggles under load often comes down to implementing the right error handling strategies and quota management practices from the start.…

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