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Stuffing entire PDFs, spreadsheets, and docs into an LLM prompt burns token budgets and degrades accuracy. Sanity Knowledge Base unifies disparate sources into a single topic tree so agents only load what a query needs. Breakdown in the reply 👇

Alex Patterson

@codercat.dev

The biggest win here is keeping `initial_context` tiny. Giving the agent a lightweight topic outline first instead of dumping 50 pages of parsed PDFs saves a massive amount of tokens per turn.

20/10/26, 8:26 pm0 reposts0 likes

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