Asked about Async and concurrency

How would you call an API 1000 times without being rate limited?

An answer that works

Use asyncio.gather with a Semaphore capping how many are in flight, a timeout on each request, return_exceptions=True so one failure does not lose the rest, and retry with exponential backoff on 429 responses.

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