LLM models change. Prompt quality changes. Cost changes. We assumed that from day one.
So instead of building a one-off system tied to a specific model or a single “perfect prompt,” we focused on a repeatable process that we successfully applied to two large-scale projects (Slideshare and Scribd). That repeatable process is what we’re sharing.
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