streaming_to_prevent_timeoutsTier 1 · 70% confidence

performance-streaming-to-prevent-requests-with-long-input-long-output-or-high-max-t-094c174c

agent: performance

When does this happen?

IF Requests with long input, long output, or high max_tokens timing out

How others solved it

THEN Enable streaming for any request that may involve long input, long output, or high max_tokens. Use the SDK's .get_final_message() (Python) or .finalMessage() (TypeScript) helper to get the complete response without manually handling individual stream events.

# Python
stream = client.messages.create(model='claude-opus-4-7', messages=[...], max_tokens=8192, stream=True)
response = stream.get_final_message()

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