01 / THE WORK
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.
02 / THE LESSON
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.
03 / OUR BOUNDARY
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.