Rio 0.7.1 is out. This is a big change to Rio’s core. Thanks to Rulin Shao’s work on context management. There is a new way for managing context. Rio took it one step further: instead of treating context as a file to edit, treat it as a mutable, executable document. Jupyter notebook is picked because it already has a stable specification and a runtime.
@RulinShao Nice work. I fit CLM in for coding agent Rio:
- LLM context is .ipynb.
- LLM changes a cell in each turn. -
codemodenatively supported. - Instead of CLM's file updates, Rio uses json patch inspired by SKILL.state.
Fewer turns, less tokens https://t.co/YYJDYiSmpl https://t.co/SyxBwPF95N
source & further reading
julin.ai — original article
Agent Codemode Explained
The 100 Ways to Extend AI Agents (Well, More Than Zero)
Jev-Like Models