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Question 14 of 44
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Hotspot Solution:
| Token-Management Tactic | Request Lifecycle Stage |
|---|---|
| Persist the validated output for downstream consumption and audit | Output Handling |
| Order prompt sections so cacheable content appears before per-request content | Prompt Construction |
| Summarize prior conversation history when full history is no longer needed | Input Preparation |
| Validate the model's structured output against the expected schema | Output Handling |
| Move stable repeated content into a cacheable prefix at the beginning of the prompt | Prompt Construction |
| Trim retrieved passages to spans relevant to the user's question | Input Preparation |
Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.
Input preparation curates history and retrieved evidence before prompt assembly. Prompt construction structures ordering and cacheable prefixes. Output handling validates schemas and persists results after generation.