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Hugging Face (moonshotai) ·

Moonshot posts Kimi K3.1 Pro open weights: 2.8T-parameter MoE with a 1M-token context

The agentic text-and-image model (104B active, MXFP4 weights) is now public in 96 safetensors shards, with vLLM, SGLang and TokenSpeed recipes and an OpenAI/Anthropic-compatible API as kimi-k3.1-pro. Its MIT-style license allows commercial use but requires a separate deal for model-as-a-service businesses above $20M yearly revenue.

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Positron adds an experimental MCP server so Claude Code, Codex and other agents can use your live R and Python sessions

In Positron 2026.10, turning on the MCP: Enabled setting lets agents like Claude Code, Codex, OpenCode, Kiro, Gemini and Copilot CLI see your loaded data, plots and consoles and run code there, labeled with the agent's name. Posit warns that this amounts to unrestricted shell access under your credentials, so trust decisions fall to your agent harness…

autorun-audit lists every hook, task and MCP server a repo will run when you open it or start an agent

Shown on HN, the MIT scanner ( uvx autorun audit repo <url ) reads folder open VS Code/Cursor tasks, Claude Code and Cursor hooks, unpinned MCP launches, dev container host commands, npm install scripts and hidden Unicode in AGENTS.md , then flags what can read credentials or hit the network and whether your tool asks first. It only reads files, never runs them, and ships a GitHub Action with SARIF output…

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