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How do you keep AI agent context windows lean at runtime? Shape the dataset at build time. Use a narrow GROQ projection to strip UI metadata and compile a compact dataset outline so agents retrieve exact entry paths on demand. Details in the reply 👇

26/10/26, 5:15 pm1 repost1 like

Alex Patterson

@codercat.dev

Treat your agent's knowledge base like an API payload. You would not send a 50KB unprojected CMS document to a mobile client, so do not send it to an LLM context window either.

CodingCat.dev

@codingcat.dev

Here is how the dataset outline and GROQ projection flow works under the hood: https://youtu.be/0gsqAIGxXzc Architecture deep dive on CodingCatDev: https://codingcat.dev/post/sanity-knowledge-bases