Answers with evidence
Attach an LLM to real records so every answer carries its source, and keep judgment with people.
Practice3 lessons28 min
- 1Put the Grounds Next to the Answer — Wiring an LLM That Asks the PlantA person standing in front of a machine asks in words, and the LLM calls the plant's tools to answer. What matters is not the answer but that what it actually queried appears on screen beside it. An answer that called no tool is marked as such. The whole mcp_client + mcp_llm wiring, the run log, four real render captures.13 min
- 2A Log You Can Ask — What Thirty Notebooks Could Not ShowIn 2026-04 we ran a piece about a farmer moving thirty years of handwritten notebooks onto one screen. At the heart of that piece — "say it and it becomes a screen" — there was nothing real. We constructed the situation to its real shape and built the whole thing ourselves — and "eighteen days" appears nowhere in the source. It is computed from the records.9 min
- 3The Tool That Refuses to Read — Keeping Judgment Outside a Clinic FlowIn 2026-04 we ran a piece about a doctor building a clinic flow tool. That piece stated in prose what the tool does not do. This time we drew it in code — this server has no tool that produces a judgement, and it throws if it tries to emit a word that sounds like a verdict.6 min