最新研究揭示LLM安全工具编排的边界：模型能力与客户端架构如何影响效果
arXiv:2607.02873v1 Announce Type: cross Abstract: Large language model agents driving security tool suites over the Model Context Protocol are increas…
本地编排LLM管道，从HuggingFace一键浏览下载模型，Phi-3和Llama等主流模型即拖即用。
Stop stitching together CLI tools. LLMForge handles the full pipeline — from model download to on-device deployment in one native window. No terminal.…
Go 1.24+ 打造的 CLI 代理编排器，让你一键调用前沿模型完成任务，告别繁琐克隆环境。
Hi HN, I recently open sourced a small tool (Remuda) that I built at work to remove some of the friction of launching and managing agents and figured …
无需训练即可编排多模态大模型，实现零样本协调多种能力，降低落地门槛
arXiv:2508.10016v4 Announce Type: replace Abstract: Building interactive omni-modal assistants often relies on end-to-end multimodal alignment to fuse…
GraphBit用有向无环图取代大模型自编排，彻底根治幻觉路由与无限循环，AI工作流走向确定性执行。
arXiv:2605.13848v1 Announce Type: new Abstract: Agentic LLM frameworks that rely on prompted orchestration, where the model itself determines workflow…