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Organizing context beats switching models

I tested how to choose what goes into the prompt, in what order and where each piece of information is stored, before thinking about switching models.

76%of input tokens come from cache

What the measurement showed

  • 76% of chat input tokens come from cache; 40–58% in scheduled routines.
  • The cost panel overestimated input by roughly 2.5–3× because it ignored the cache.

From the OrganIA lab (agent-builder).

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