A generative endpoint's output is sometimes truncated before a required structured field is completed. Which approach best fits?

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  1. Review output-token limits and validate structured-response completeness.
  2. Choose the smaller model if it satisfies all approved requirements.
  3. Make the action idempotent and distinguish inference retries from action execution.
  4. Version and align the embedding pipeline for both retrieval sides.

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