The LLM Should Never Do the Math (opens in new tab)

A CFO will not act on a number an LLM eyeballed. They will not act on a number the model "estimated" by reasoning over a usage dump. And they should not — because the moment a language model emits a dollar figure it computed itself, that figure is a guess wearing the costume of a fact. This is the design constraint behind databricks-cost-leak-hunter, the pilot skill of the databricks-pack v2 rebuild shipped in the claude-code-plugins marketplace (PR #906). Given a live, authenticated Databric...