A purchase-order tool may have succeeded before the network response was lost. What should the team consider before retrying it?

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  1. An idempotency mechanism or a way to verify the original operation's outcome
  2. Assume every timeout proves the operation did not happen
  3. Ask the model to invent the missing purchase-order result
  4. Retry indefinitely with a different order identifier every time

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