# Hermit open-sources a framework for evolving harness adapters

> Original title: 推荐工作 Hermit

- Source: Dongxi NLP
- Published: 2026-10-26T17:30:41.000Z
- Bad Influence: https://badinfluence.news/items/c524mpt49ivdl6kwoubtla2u2
- Original: https://x.com/dongxi_nlp/status/2114771711602098499

## Summary

Dongxi NLP shares Hermit, a framework for continual learning and recursive self-improvement through harness adapter evolution. The adapters are trained as reusable components without changing the underlying model or harness. Hermit supports multiple methods, and its code is available on GitHub.

## Post

推荐工作 Hermit

A Framework for Continual Learning and RSI through Harness Adapter Evolution

## Quoted post @haizhong_zheng

> We’re excited to open-source Hermit! 🐚
> 
> A harness evolution framework for continual learning and RSI: train reusable adapters without changing your model or harness. Multiple methods, one framework.
> 
> GitHub: https://github.com/Infini-AI-Lab/hermit
> 
> #HarnessEvolution #ContinualLearning #RSI #Agent

https://x.com/haizhong_zheng/status/2114769723879464983