# Karpathy’s LLM Wiki — tools that shaped CodeVetter

> Canonical page: https://codevetter.com/inspiration/llm-wiki

Knowledge can accumulate as a maintained, inspectable artifact.

## What we admire

Andrej Karpathy’s LLM Wiki idea treats a body of knowledge as something an agent can maintain over time, rather than rediscovering the same relationships from scratch on every question. That compounding quality made it a direct reference for Review Memory.

## The principle that stayed

Memory only helps when a reader can tell which source and revision support a claim. An old observation should become stale when the code it describes changes.

## Where CodeVetter stands

The project log explicitly credits this pattern for Review Memory. The idea remains bounded by source fingerprints and staleness rules; this article does not claim the full proposal is shipped or that Karpathy built a CodeVetter integration.

## Sources

- [Karpathy’s LLM Wiki idea file](https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f) — the creator's own source
- [CodeVetter project log](https://github.com/Codevetter/codevetter/blob/main/docs/archive/project-log.md) — the CodeVetter project record

This is independent appreciation, not endorsement, partnership, code reuse, or feature parity.

## Public product links

- [CodeVetter](https://codevetter.com/)
- [Download](https://codevetter.com/download)
- [Documentation](https://codevetter.com/docs/)
- [Source](https://github.com/Codevetter/codevetter)