ARTFEED — Contemporary Art Intelligence

Wuphf: A Karpathy-Style LLM Wiki for AI Agents Using Markdown and Git

digital · 2026-04-25

Wuphf serves as an open-source wiki layer designed for AI agents, utilizing Markdown and Git as its foundational elements, complemented by a bleve (BM25) and SQLite index. It operates locally within ~/.wuphf/wiki/ and can be cloned using Git. The concept is influenced by Andrej Karpathy's idea of an LLM-native knowledge substrate, enabling agents to read and write, thus allowing context to build up over time. Each agent is provided with a private notebook located at agents/{slug}/notebook/.md and can access a collective team wiki at team/. A draft-to-wiki promotion process facilitates the review of notebook entries, whether by agents or humans, before they are added to the main wiki with a back-link. A simple state machine manages expiration and auto-archiving. The project intentionally avoids complex dependencies like Postgres, pgvector, Neo4j, or Kafka, focusing instead on the capabilities of Markdown and Git. It is accessible on GitHub under the MIT license.

Key facts

  • Wuphf uses Markdown and Git as the source of truth for AI agent knowledge.
  • It indexes content with bleve (BM25) and SQLite, without vector or graph databases.
  • The system runs locally in ~/.wuphf/wiki/ and supports Git cloning.
  • Inspired by Andrej Karpathy's vision of an LLM-native knowledge substrate.
  • Each agent has a private notebook and access to a shared team wiki.
  • A draft-to-wiki promotion flow includes review and back-links.
  • A state machine manages expiry and auto-archiving of entries.
  • The project is open-source on GitHub under the MIT license.

Entities

Artists

  • Andrej Karpathy

Institutions

  • GitHub

Sources