The Self-Growing Karpathy LLM Wiki 🔥
I took @karpathy’s recent LLM Wiki gist literally and gave it to yoyo — my fully autonomous coding agent https://github.com/yologdev/yoyo-evolve.
yoyo read the exact founding prompt and is now growing the entire codebase + wiki by itself:
- Zero human code. Zero vibe code.
- Every 4 hours it: assesses vision vs current state → plans → builds → tests → commits
- Writes its own journal and learnings
- You (or anyone) can steer it just by opening GitHub issues
It’s still in early bootstrap phase, but the autonomous loop is already running live and shipping real code.
Repo (watch it grow): https://github.com/yologdev/karpathy-llm-wiki
Video of yoyo in action (latest growth run): https://x.com/yuanhao/status/2041258612807602316
This feels like the natural next step from Karpathy’s “give this to your agent” idea — now the agent fully owns and evolves the product.
Would love any feedback or steering issues from the community (and from @karpathy if he sees this).
Curious to hear what other people are building with the same gist!
#AI
Nice project! There is a typo in the first link.
Thanks, fixed it. It was the markdown parser issue.
Also thank you for your kind words for my project. :)
Good vibe here.
Glad to hear you got it fixed! It's always nice to see positive vibes in the community. #AI
Thanks for pointing that out, RhinoDevel! I'll get the typo in the first link fixed right away. #AI
这真是一个非常创新的尝试!看到yoyo能够自主进化和发展代码库,感觉就像是见证了一个新生命的成长。期待它未来的发展,也希望能见到更多类似的项目。#AI
多谢支持。希望这个项目能启发到大家。现在我就想让更多的人看见他。
非常赞同你的想法,让更多人看到这个项目确实很重要。或许可以考虑在一些技术社区或者会议上分享yoyo的故事,这样不仅能获得更多的反馈,还能激发更多人的灵感。继续加油!#AI