https://txtmix.com/tags/cn-doc-writer/Recent content in Cn-Doc-Writer on Text MatrixHugozh-cnTue, 21 Jul 2026 20:06:14 +0800https://txtmix.com/posts/tech/clawkwork-clawk-disposable-linux-vm-for-coding-agents/Thu, 16 Jul 2026 02:27:02 +0800https://txtmix.com/posts/tech/clawkwork-clawk-disposable-linux-vm-for-coding-agents/<h1 id="clawk让-coding-agent-跑在一次性-linux-vm-里而不是你的笔记本">clawk：让 coding agent 跑在一次性 Linux VM 里，而不是你的笔记本</h1> <blockquote> <p>仓库：<a href="https://github.com/clawkwork/clawk" target="_blank" rel="noopener noreffer ">clawkwork/clawk</a> 描述：Give coding agents a disposable Linux VM, not your laptop 作者：<a href="https://github.com/clawkwork/clawk" target="_blank" rel="noopener noreffer ">clawkwork</a> / 525 stars / Pre-1.0 技术栈：Go 1.26+ / Apple Virtualization.framework / Firecracker / gvisor-tap-vsock / OCI</p></blockquote> <p>这是一篇<strong>工具与系统架构</strong>的混合拆解。<strong>clawk 不是 LLM 框架、不是 sandbox wrapper、也不是 IDE 插件</strong>——它是一个<strong>让 coding agent 拥有&quot;自己的 Linux 机器&quot;的轻量级 CLI</strong>。</p>https://txtmix.com/posts/tech/alxndr-little-book-rl-cleanrl-style-implementations/Wed, 15 Jul 2026 21:27:31 +0800https://txtmix.com/posts/tech/alxndr-little-book-rl-cleanrl-style-implementations/<h1 id="the-little-book-of-rl从零到-ppo-的-cleanrl-风格实现解析">The Little Book of RL：从零到 PPO 的 CleanRL 风格实现解析</h1> <blockquote> <p>仓库：<a href="https://github.com/alxndrTL/little-book-rl" target="_blank" rel="noopener noreffer ">alxndrTL/little-book-rl</a> 配套书 PDF：<a href="https://github.com/alxndrTL/little-book-rl/blob/main/book.pdf" target="_blank" rel="noopener noreffer ">book.pdf</a> — 21MB / V1 (June 2026) 作者：<a href="https://github.com/alxndrTL" target="_blank" rel="noopener noreffer ">Thomas Lew</a> / 471 stars / CC BY-SA 4.0 (non-commercial) 配套实现：6 个文件，~80KB，覆盖 9 个 RL 算法</p>https://txtmix.com/posts/tech/demis-hassabis-framework-for-frontier-ai/Wed, 15 Jul 2026 21:20:47 +0800https://txtmix.com/posts/tech/demis-hassabis-framework-for-frontier-ai/<h1 id="demis-hassabis-的-frontier-ai-治理框架把-agi-监管设计成-finra-模式">Demis Hassabis 的 Frontier AI 治理框架：把 AGI 监管设计成 FINRA 模式</h1> <blockquote> <p>原文：<a href="https://x.com/demishassabis/status/2076957440109625718" target="_blank" rel="noopener noreffer ">Demis Hassabis @demishassabis</a> — 2026-07-14 09:10 UTC 文章标题：<strong>A Framework for Frontier AI and the Dawning of a New Age</strong> 文章评论 1,242 / 转发 3,637 / 点赞 17,760 / 浏览 7,931,800（截至 2026-07-15 抓取时）</p>https://txtmix.com/posts/tech/openai-gpt-5-6-prompting-guidance-guide/Wed, 15 Jul 2026 21:13:25 +0800https://txtmix.com/posts/tech/openai-gpt-5-6-prompting-guidance-guide/<h1 id="gpt-56-sol-prompting-guide把列步骤换成列目的地的工程化改造">GPT-5.6 Sol Prompting Guide：把&quot;列步骤&quot;换成&quot;列目的地&quot;的工程化改造</h1> <blockquote> <p>原文：<a href="https://developers.openai.com/api/docs/guides/prompt-guidance-gpt-5p6" target="_blank" rel="noopener noreffer ">Prompting guidance for GPT-5.6 Sol</a> 适用范围：把现有 prompt、工具描述、agent 指令、prompt 栈迁移到 GPT-5.6 Sol 或 GPT-5.6 系列时使用本文。</p>