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Rio 0.7.1: one-shot coding agent that uses a Jupyter notebook as its context

Ju Lin's MIT-licensed Rio runs a task to completion with no chat or mid-run steering, acting by patching Python, shell, and %%edit cells in a live Jupyter kernel instead of growing a conversation history. Install with uv tool install rio, log in to Anthropic, Codex, or GitHub Copilot, then rio run "Fix gh issue 123." or point it at a task.md.

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Darktrace MCP Server now generally available

Announced Nov 13, the server lets AI assistants query security alerts, pull Cyber AI Analyst findings, and run triage actions across licensed Darktrace products. A read only mode hides tools that change data…

Darktrace

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