Tag: Releases

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: 1. LLM context is .ipynb. 2. LLM changes a cell in each turn. - codemode natively supported. 3. 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

— soasme (@soasme) October 3, 2026