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Lessons

Lessons

  1. Representation

    See, with your own key, how the same question about the Apollo 11 SysML v2 model changes in tokens, cost and correctness as the representation changes.

    September 2026Repository
  2. Ontology

    Operationalize an ontology with a language model. Give the agent a small model of the kitchen instead of a list of what is in it, so the answers stop wobbling from one session or model to the next, and check that model with a script, because it is only worth having once something checks it.

  3. Larder

    Build a small assistant for dinner out of one agent and a folder of plain files, and learn the shape that transfers to most of the other things you keep doing by hand: when the answer is wrong, correct the file, not the answer.

New to agents? Read AI harnesses are for everyone first.