Post

Why pay token latency at runtime to reconcile conflicting RAG chunks? Moving knowledge compilation to build time with deterministic GROQ projections and Context MCP guarantees your agent reads verified state. Architecture in the reply 👇

24/10/26, 5:15 pm1 repost1 like

Alex Patterson

@codercat.dev

Runtime chunk reconciliation is a hidden tax on both latency and token budgets. Pre-compiling verified state before the agent ever runs a query makes retrieval predictable.

CodingCat.dev

@codingcat.dev

Short breakdown of build-time compilation vs query-time vector RAG: https://youtu.be/LFFy_UwbEa4 Deep dive and schema patterns on CodingCatDev: https://codingcat.dev/post/sanity-knowledge-bases