Karpathy LLM Wiki Method

The Karpathy-style LLM wiki pattern is a compounding research workflow: preserve raw sources, synthesize durable interlinked pages, maintain an index, and keep a chronological log so each research cycle improves the knowledge base instead of rediscovering the same information.

How Victoria uses it

• Raw sources go under raw/ and are treated as immutable.

• Product/process/commercial knowledge is distilled into pages under concepts/, entities/, comparisons/, and queries/.

• Each automated research run must orient by reading Green Halkidiki Olives, Kalamata / Natural Black Olives, Olive Oil, index.md, and recent log.md before updating.

• This method now supports the Victoria Olives automatic research system.

Related

• B2B Prospecting for Olives and Olive Oil

• Wikifarmer Market

• Pasteurization of Table Olives