Design clients to be steady rather than bursty.

Client behavior

• Keep concurrency bounded.
• Retry only when the error is retryable.
• Back off when the API returns 429.
• Avoid sending duplicate requests for the same user action.

Product behavior

Show the user that retrieval is in progress. If a request is delayed, keep source and status context visible instead of hiding the wait.