AI-901 Implement AI solutions by using Microsoft Foundry MEDIUM
PRODUCTION SCENARIO
A Foundry agent creates support tickets through a function tool that takes several minutes. Runs expire before the output is submitted, and the retries create duplicate tickets.

Which change does Microsoft's guidance recommend?

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Answer: Return a status immediately and poll for the result

For long-running operations the documented pattern is to return a status immediately and implement polling, because the ten-minute run expiration covers total elapsed time, not the function's own execution. A hosted agent changes where your code runs, and Microsoft still makes your agent responsible for preventing duplicate side effects. The ten-minute expiration is a fixed service limit, not a setting you can raise. Streaming changes how tokens are delivered; it does not extend how long a run may take.
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