Proposal Desk: Preserve the Cacheable Prefix
Identify the prompt layout that preserves exact-prefix cache hits while keeping variable proposal facts usable.
A proposal batch is starting; deal notes are threatening the reusable prompt prefix. Which prompt layout best preserves caching while still using deal-specific facts? Stable legal, brand, tools, and examples first; customer facts and retrieved evidence after the shared prefix. Right. Exact-prefix caching depends on identical beginnings, while the variable tail can change per proposal. Fresh customer facts first, then the shared instructions, because recency makes them more important. Weaker. Moving variable facts into the prefix breaks exact-prefix reuse and mixes volatile data with stable rules. Randomize section order by rep so each proposal feels customized. Weaker. Cache-friendly architecture needs…
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