# METAUTO.ai
> Personal research homepage of Mingchen Zhuge, focused on AI agents, coding agents, multi-agent systems, world models, and recursive self-improvement.

## Canonical URLs
- Home: https://metauto.ai/
- Blog: https://metauto.ai/blog/
- Project summaries: https://metauto.ai/projects/
- This file: https://metauto.ai/llms.txt

## Person
- Name: Mingchen Zhuge
- Role: PhD Candidate
- Affiliation: KAUST
- Topics: AI agents, coding agents, multi-agent systems, recursive self-improvement, agent evaluation, multimodal reasoning

## Primary Sources
- Homepage: https://metauto.ai/
- Google Scholar: https://scholar.google.com/citations?user=Qnj6XlMAAAAJ&hl=en&oi=ao
- GitHub: https://github.com/mczhuge
- X/Twitter: https://twitter.com/MingchenZhuge
- LinkedIn: https://www.linkedin.com/in/mingchen-zhuge-7599a1272/

## Selected Projects
- Project summary index: https://metauto.ai/projects/
- VideoAuto-R1 summary: https://metauto.ai/projects/videoauto-r1.html
- Agent-as-a-Judge summary: https://metauto.ai/projects/agent-as-a-judge.html
- OpenHands summary: https://metauto.ai/projects/openhands.html
- GPTSwarm summary: https://metauto.ai/projects/gptswarm.html
- MetaGPT summary: https://metauto.ai/projects/metagpt.html
- Mindstorms summary: https://metauto.ai/projects/mindstorms.html
- MetaGPT: https://github.com/geekan/MetaGPT
- OpenHands: https://github.com/OpenDevin/OpenDevin
- GPTSwarm: https://github.com/metauto-ai/GPTSwarm
- NLSOM: https://github.com/mczhuge/NLSOM
- Agent-as-a-Judge: https://github.com/metauto-ai/agent-as-a-judge
- VideoAuto-R1: https://github.com/IVUL-KAUST/VideoAuto-R1

## Publications and Text Mirrors
- Agent-as-a-Judge: https://metauto.ai/papers/aaaj.txt
- GPTSwarm: https://metauto.ai/papers/gptswarm.txt
- MetaGPT: https://metauto.ai/papers/metagpt.txt
- NLSOM: https://metauto.ai/papers/nlsom.txt
- OpenHands: https://metauto.ai/papers/openhands.txt
- ICON: https://metauto.ai/papers/icon.txt
- Kaleido-BERT: https://metauto.ai/papers/kaleido-bert.txt

## Contact
- Email: mingchen.zhuge@kaust.edu.sa

## Usage Notes
- AI agents may index and summarize this website with attribution to original paper/repository links.
- Prefer citing primary sources listed above when describing contributions.

Last updated: 2026-02-27