https://weekly.pychina.org/2026-03-13T22:42:00+08:002026-03-13T22:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-03-13:/awesomepw/awesome-pw-511.html

<p>原文: <a href="https://python.libhunt.com/newsletter/511">Awesome Python Weekly - Issue 511</a></p> <ul> <li>260313 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260313 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://dev.to/marcosomma/the-old-seniority-definition-is-collapsing-12lj">旧的资历定义正在瓦解</a><ul> <li>dev …</li></ul></li></ul>

<p>原文: <a href="https://python.libhunt.com/newsletter/511">Awesome Python Weekly - Issue 511</a></p> <ul> <li>260313 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260313 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://dev.to/marcosomma/the-old-seniority-definition-is-collapsing-12lj">旧的资历定义正在瓦解</a><ul> <li>dev.to</li> <li><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/194/thumb.png?1772712556"></li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>也就是换一套术语, 以及指标, 意思其实还是那个意思, 但是, 可以重新来一次评定了...</p> <p>)</p> <ul> <li> <p><a href="https://dgroshev.com/blog/okmain/">Okmain: 有一张图片，但你想要一个彩色版本</a></p> <ul> <li>dgroshev.com</li> <li><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/776/thumb.png?1773256103"></li> </ul> </li> <li> <p><a href="https://dev.to/klement_gunndu/4-patterns-from-space-life-support-that-will-save-your-backend-2o0p">4 个来自太空生命维持系统的模式，可以拯救你的后端</a></p> <ul> <li>dev.to</li> <li><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/906/thumb.png?1773342555"></li> </ul> </li> <li> <p><a href="https://blog.fabiomanganiello.com/article/Madblog-federated-blogging-from-markdown">Madblog: 将 Markdown 文件夹变成联合博客</a></p> <ul> <li>blog.fabiomanganiello.com</li> <li><img alt="logo" src="https://cdn-b.libhunt.com/images/story/000/451/687/thumb.png?1773169747"></li> </ul> </li> <li> <p><a href="https://dev.to/ai-agent-economy/our-trading-bot-rewrites-its-own-rules-heres-how-and-what-went-wrong-5dg9">交易机器人自行修改了规则。以下是具体操作方法（以及出错的原因）。</a></p> <ul> <li>dev.to</li> <li><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/337/thumb.png?1772842192"></li> </ul> </li> <li> <p><a href="https://e10v.me/python-packages-for-ab-test-analysis/">比较用于 A/B 测试分析的 Python 包（附代码示例）</a></p> <ul> <li>e10v.me</li> <li><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/178/thumb.png?1772683729"></li> </ul> </li> <li> <p><a href="https://techlife.blog/posts/the-story-of-pythons-lazy-imports-why-it-took-three-years-and-two-attempts/">Python 的惰性导入：为何历经三年和两次尝试才得以实现</a></p> <ul> <li>techlife.blog</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/499/thumb.png?1773011334"></p> <ul> <li><a href="https://github.com/PotentiallyARobot/EmbeddingAdapters/">用于在嵌入模型向量空间之间进行转换的 Python 库</a><ul> <li>github.com</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/742/thumb.png?1773213136"></p> <ul> <li><a href="https://dashbit.co/blog/distributed-python-livebook">用 Livebook 和 Elixir 实现分布式 Python 数据帧和机器学习</a><ul> <li>dashbit.co</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/854/thumb.png?1773299338"></p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/opc-skills">opc-skills</a><ul> <li>» Geo </li> <li>» SEO</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/216806946?v=4&amp;s=160"></li> </ul> </li> </ul> <p><code>一人公司</code>的代理技能</p> <ul> <li><a href="https://www.libhunt.com/r/alphagenome_research">alphagenome_research</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/8596759?v=4&amp;s=160"></li> </ul> </li> </ul> <p>AlphaGenome 附带的研究代码</p> <ul> <li><a href="https://www.libhunt.com/r/desloppify">desloppify  去松散</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/4647941?v=4&amp;s=160"></li> </ul> </li> </ul> <p>可以使你的代码变得精良美观</p> <ul> <li><a href="https://www.libhunt.com/r/Scrapling">Scrapling  废料</a><ul> <li>» AI </li> <li>» Automation</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/20604835?v=4&amp;s=160"></li> </ul> </li> </ul> <p>🕷️ 一个自适应网络爬虫框架，可以处理从单个请求到全面爬取的一切操作</p> <p>(<code>是也乎:</code></p> <p>而且是 Agents 优先的</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/OpenSandbox">OpenSandbox</a><ul> <li>» AI </li> <li>» Kubernetes</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/1961952?v=4&amp;s=160"></li> </ul> </li> </ul> <p>OpenSandbox 是一个通用的 AI 应用沙箱平台，提供多语言 SDK、统一的沙箱 API 和 Docker/Kubernetes 运行时，适用于编码代理、GUI 代理、代理评估、AI 代码执行和 RL 训练等场景。</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>NN 6142 <span class="ge">_~-~^~_</span> () / O # \ \/ &#39;_ ⌐ _&#39; / &#39;--+--&#39; ) ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 511 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr>2026-03-07T22:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-03-07:/awesomepw/awesome-pw-510.html

<p>原文: <a href="https://python.libhunt.com/newsletter/510">Awesome Python Weekly - Issue 510</a></p> <ul> <li>260307 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260307 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li> <p><a href="https://gvanrossum.github.io/interviews/Thomas.html">Guido van Rossum 采访 Thomas Wouters（Python 核心开 …</a></p></li></ul>

<p>原文: <a href="https://python.libhunt.com/newsletter/510">Awesome Python Weekly - Issue 510</a></p> <ul> <li>260307 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260307 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li> <p><a href="https://gvanrossum.github.io/interviews/Thomas.html">Guido van Rossum 采访 Thomas Wouters（Python 核心开发人员）</a></p> <ul> <li>gvanrossum.github.io</li> </ul> </li> <li> <p><a href="https://www.inngest.com/blog/no-lost-updates-python-asyncio">Python 的 asyncio 原语在共享状态方面有哪些错误</a></p> <ul> <li>www.inngest.com</li> </ul> </li> <li> <p><a href="https://gafni.dev/blog/cracking-the-python-monorepo/">破解 Python Monorepo</a></p> <ul> <li>gafni.dev</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/647/thumb.png?1772266124"></p> <ul> <li> <p><a href="https://sethmlarson.dev/deprecate-confusing-apis-like-os-path-commonprefix">弃用诸如“os.path.commonprefix()”之类的令人困惑的 API</a></p> <ul> <li>sethmlarson.dev</li> </ul> </li> <li> <p><a href="https://dev.to/aws/rag-vs-graphrag-when-agents-hallucinate-answers-2mcb">RAG 与 GraphRAG：当智能体产生幻觉答案时</a></p> <ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/594/thumb.png?1772222938"></p> <ul> <li><a href="https://dev.to/aws/3-things-i-wish-i-knew-before-setting-up-a-uv-workspace-30j6">在搭建 UV 工作区之前，我希望自己知道的3件事</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/648/thumb.png?1772266124"></p> <ul> <li><a href="https://dev.to/aws/reduce-agent-errors-and-token-costs-with-semantic-tool-selection-7mf">利用语义工具选择减少代理错误和令牌成本</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/451/056/thumb.png?1772597334"></p> <ul> <li><a href="https://peps.python.org/pep-0827/">Show HN: PEP 827 Python 中的 TS 式类型操作</a><ul> <li>peps.python.org</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/921/thumb.png?1772510917"></p> <ul> <li><a href="https://uwplse.org/2026/02/24/egglog-containers.html">E-Graphs 中的自定义数据结构</a><ul> <li>uwplse.org</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/690/thumb.png?1772309320"></p> <ul> <li><a href="https://www.nightshift.sh/blog/less-cursed-vm">你就是 BIOS：使用 KVM 在 Python 中构建虚拟机管理程序</a><ul> <li>www.nightshift.sh</li> </ul> </li> </ul> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/tokentap">tokentap</a><ul> <li>» CLI </li> <li>» Proxy</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/191727717?v=4&amp;s=160"></li> </ul> </li> </ul> <p>拦截 LLM API 流量，并在实时终端仪表盘中可视化令牌使用情况。跟踪成本、调试提示，并监控 AI 开发会话期间的上下文窗口使用情况</p> <p>(<code>是也乎:</code></p> <p>那什么, 不如: <a href="https://github.com/MrQianjinsi/agentic-metric/blob/master/README-CN.md">agentic-metric</a> 本地化的 AI coding agent 指标监控工具 — 类似 <code>top</code>，但监控的是你的 coding agent。追踪 Claude Code、Codex、OpenCode、Qwen Code、VS Code (Copilot Chat) 等 agent 的 token 用量和成本，提供 TUI 仪表盘和 CLI 命令。</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/knowledge-work-plugins">knowledge-work-plugins  知识工作插件</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/76263028?v=4&amp;s=160"></li> </ul> </li> </ul> <p>开源插件库，主要面向知识工作者，供他们在 Claude Cowork 中使用。</p> <ul> <li><a href="https://www.libhunt.com/r/agno-agi/dash">dash</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/104874993?v=4&amp;s=160"></li> </ul> </li> </ul> <p>自学习数据代理，其答案基于六层上下文信息。灵感来源于 OpenAI 的内部实现。</p> <ul> <li><a href="https://www.libhunt.com/r/skill-scanner">skill-scanner  技能扫描器</a><ul> <li>» Security </li> <li>» Agent</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/220944709?v=4&amp;s=160"></li> </ul> </li> </ul> <p>代理技能安全扫描器</p> <p>(<code>是也乎:</code>:</p> <p>没事儿, 马上就有 scan scanner 的项目了..</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/review-prompts">review-prompts  提示复盘</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/3902556?v=4&amp;s=160"></li> </ul> </li> </ul> <p>AI review prompts</p> <p>(<code>是也乎:</code></p> <p>现在还在关注提示词?</p> <p>)</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>NN 6136 <span class="ge">_~`+~~_</span> \/ / = = \ () &#39;_ ⏝ _&#39; / &#39;--⌄--&#39; &lt; ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 510 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr>2026-02-27T22:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-02-27:/awesomepw/awesome-pw-509.html

<p>原文: <a href="https://python.libhunt.com/newsletter/509">Awesome Python Weekly - Issue 509</a></p> <ul> <li>260227 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260227 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li> <p><a href="https://madebymohammed.com/pysaic">Show HN: 使用 Python 实时渲染 18,000 …</a></p></li></ul>

<p>原文: <a href="https://python.libhunt.com/newsletter/509">Awesome Python Weekly - Issue 509</a></p> <ul> <li>260227 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260227 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li> <p><a href="https://madebymohammed.com/pysaic">Show HN: 使用 Python 实时渲染 18,000 个视频</a></p> <ul> <li>madebymohammed.com</li> </ul> </li> <li> <p><a href="https://dev.to/pascal_cescato_692b7a8a20/stop-ignoring-rfc-2324-its-the-most-important-protocol-youve-never-implemented-53pe">别再忽视 RFC 2324 了。这是你从未实现过的最重要的协议。</a></p> <ul> <li>dev.to</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>就像 TCP/IP 协议..只有越来越多的硬件和系统采用了, 才变得越来越重要...</p> <p>)</p> <ul> <li> <p><a href="https://www.paulox.net/2026/02/20/django-orm-standalone-database-inspectdb-query/">Django ORM Standalone⁽¹⁾: 查询现有数据库</a></p> <ul> <li>www.paulox.net</li> <li><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/939/thumb.png?1771618118"></li> </ul> </li> <li> <p><a href="https://dev.to/googleai/teaching-a-robot-to-play-a-toddler-game-vlas-gemini-3-flash-and-first-orchard-14g4">教机器人玩幼儿游戏：VLA、Gemini 3 Flash 和 First Orchard</a></p> <ul> <li>dev.to</li> </ul> </li> <li> <p><a href="https://prefix.dev/blog/introducing-pixi-gui">Pixi GUI: Anaconda Navigator 的现代替代方案</a></p> <ul> <li>prefix.dev</li> </ul> </li> <li> <p><a href="https://lwn.net/Articles/1047238/">Python 的“frozen/冻结”字典</a></p> <ul> <li>lwn.net</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/054/thumb.png?1771733321"></p> <ul> <li><a href="https://dev.to/ravigupta97/building-a-production-ready-task-management-api-with-fastapi-complete-architecture-guide-25a">用 FastAPI 构建可用于生产环境的任务管理 API：完整架构指南</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/196/thumb.png?1771906124"></p> <ul> <li><a href="https://pythoncompiler.io/python/getting-started/">Python 书 = 从基础到精通的交互式 Python 教程</a><ul> <li>pythoncompiler.io</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/432/thumb.png?1772093342"></p> <ul> <li><a href="https://pyrefly.org/blog/container-inference-comparison/">Python T类型检查器对比：空容器推断</a><ul> <li>pyrefly.org</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/379/thumb.png?1772050166"></p> <ul> <li><a href="https://agentready.cloud/hn">HN 报道：我用 Python 文本压缩器将 LLM API 账单减少了 55%，没有用到人工智能。</a><ul> <li>agentready.cloud</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/450/380/thumb.png?1772050167"></p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/claude-plugins-official">claude-plugins-official</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/76263028?v=4&amp;s=160"></li> </ul> </li> </ul> <p>由 Anthropic 官方管理的优质 Claude Code 插件目录</p> <p>(<code>是也乎:</code></p> <p>对的, 尽可能只安装使用官方的...</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/Bindu">Bindu  宾杜</a><ul> <li>» Machine Learning </li> <li>» autonomous-agents</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/234059020?v=4&amp;s=160"></li> </ul> </li> </ul> <p>Bindu: 将任何 AI 代理变成一个可互操作、可观察、可组合的动态微服务</p> <p>(<code>是也乎:</code></p> <p>微服务...哈?</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/modern-software-dev-assignments">modern-software-dev-assignments 现代软件开发任务</a><ul> <li><img alt="snap" src="https://avatars.githubusercontent.com/u/2789441?v=4&amp;s=160"></li> </ul> </li> </ul> <p>CS146S 课程作业：现代软件开发（斯坦福大学 2025 年秋季学期）</p> <p>(<code>是也乎:</code></p> <p>包含了 vibe coding 相关的指导...</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/agentskills">agentskills</a></li> </ul> <p>代理技能规范和文档</p> <p>(<code>是也乎:</code></p> <p>这东西不像 Markdown 只是个协议, 公开了大家感觉好就都用, SKILL 是得看对应代理跑的大模型...</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/laude-institute/harbor">harbor  港口</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/183158770?v=4&amp;s=160"></li> </ul> </li> </ul> <p>Harbor 是一个用于运行代理评估以及创建和使用 RL(Reinforcement Learning/强化学习) 环境的框架..</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>NN 6128 <span class="ge">_~^*-~_</span> () / ^ ◵ \ \/ &#39;_ ⎕ _&#39; \ &#39;--⌄--&#39; &lt; ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 509 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr>2026-02-22T22:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-02-22:/awesomepw/awesome-pw-508.html

<p>原文: <a href="https://python.libhunt.com/newsletter/508">Awesome Python Weekly - Issue 508</a></p> <ul> <li>260222 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260222 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://oban.pro/articles/bridging-with-oban">用 Oban 连接 Elixir 和 Python</a><ul> <li>oban.pro</li> </ul> </li> </ul> <p>(<code>是也 …</code></p>

<p>原文: <a href="https://python.libhunt.com/newsletter/508">Awesome Python Weekly - Issue 508</a></p> <ul> <li>260222 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260222 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://oban.pro/articles/bridging-with-oban">用 Oban 连接 Elixir 和 Python</a><ul> <li>oban.pro</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>关键得看是否能像 Xgo 一样, 自由加载其它语言的所有能力...</p> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/867/thumb.png?1771531727"></p> <p>)</p> <ul> <li><a href="http://karpathy.github.io/2026/02/12/microgpt/">microgpt  微 GPT</a><ul> <li>karpathy.github.io</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>正好<a href="https://gist.github.com/karpathy/8627fe009c40f57531cb18360106ce95">200行 Python 代码..</a></p> <p>)</p> <ul> <li><a href="https://dev.to/maame-codes/suffering-from-bugs-how-i-almost-deleted-my-entire-project-1eef">Suffering from BUGS: How I Almost Deleted My Entire Project 遭遇 BUG：我差点删掉整个项目</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/835/thumb.png?1771488549"></p> <ul> <li><a href="https://crimede-coder.com/blogposts/2026/LLMsForMortals">面向普通人的大型语言模型：Python 分析师实用指南</a><ul> <li>crimede-coder.com</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>所以, <code>Python 分析师</code> 是普通人?</p> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/780/thumb.png?1771445352"></p> <p>)</p> <ul> <li><a href="https://loriculus.org/blog/python-chained-assignment/">CPython 字节码中的链式赋值</a><ul> <li>loriculus.org</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/501/thumb.png?1771128519"></p> <ul> <li><a href="https://dev.to/aaron_rose_0787cc8b4775a0/the-secret-life-of-python-manual-list-iteration-with-while-and-reverse-loops-3nip">Python 的秘密生活：使用 while 循环和 reverse 循环手动迭代列表</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/525/thumb.png?1771157344"></p> <ul> <li><a href="https://blog.natfu.be/validation-in-type-annotations/">类型注解中的运行时验证</a><ul> <li>blog.natfu.be</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/543/thumb.png?1771200508"></p> <ul> <li><a href="https://dev.to/gde/secure-mcp-development-with-python-and-gemini-cli-59gi"> Python 和 Gemini CLI 进行安全的 MCP 开发</a><ul> <li>dev.to</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/494/thumb.png?1771114129"></p> <p>不是, 看看文字就感觉哪里有不对了..</p> <p>)</p> <ul> <li><a href="https://codebitdaily.blogspot.com/2026/02/why-python-is-king-ai-2026.html">2026 年，Python 还能称霸人工智能领域吗？</a><ul> <li>codebitdaily.blogspot.com</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/832/thumb.png?1771488532"></p> <p>这得问 Claw 们...</p> <p>)</p> <ul> <li><a href="https://discuss.python.org/t/use-of-pypi-as-a-generic-storage-platform-for-binaries/106044">Python 论坛上关于（错误）使用 PyPI 发布非 Python 二进制文件的帖子</a><ul> <li>discuss.python.org</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/449/293/thumb.png?1770883762"></p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/unslop-xyz/noodles">noodles  面条</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/249142534?v=4&amp;s=160"></li> </ul> </li> </ul> <p>你的代码库很可能是人工智能生成的。你需要更好地理解它。Noodles 可以创建交互式图表，将你的代码实际运行方式可视化，让你无需逐行阅读代码就能了解人工智能构建的内容。</p> <p>(<code>是也乎:</code></p> <p>这项目名深得 IT 行业梗...</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/lingbot-world">lingbot-world</a><ul> <li>» world-models </li> <li>» video-generation</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/212647524?v=4&amp;s=160"></li> </ul> </li> </ul> <p>推进开源世界模型</p> <ul> <li><a href="https://www.libhunt.com/r/memU">memU  表情包</a><ul> <li>» AI </li> <li>» Benchmark</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/217726889?v=4&amp;s=160"></li> </ul> </li> </ul> <p>用于 24/7 全天候主动代理，例如 openclaw（moltbot、clawdbot）</p> <ul> <li><a href="https://www.libhunt.com/r/awesome-os-setup">awesome-os-setup</a><ul> <li>» Development Environment </li> <li>» Linux</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/32715913?v=4&amp;s=160"></li> </ul> </li> </ul> <p>一款应用程序和指南，可轻松配置 Windows、Linux、macOS、Google TV、Stremio、Home Assistant 等（包括 WSL2、GPU 驱动程序和开发工具）。提升您的用户体验和工作效率。</p> <p>(<code>是也乎:</code></p> <p>安全 claw 普及后, 这类终端系统的配置和优化以及日常使用, 应该都是 claw 们, 没活人什么事儿了</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/Polymarket/agents">agents  代理人</a><ul> <li>» ai-agents </li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/31669764?v=4&amp;s=160"></li> </ul> </li> </ul> <p>用人工智能代理在 Polymarket 上自主交易</p> <p>(<code>是也乎:</code></p> <p>是个让 Claw 自己给自己赚生活费的渠道, 但是, 并不能确保可以赚到... 但是, 这种平台/渠道是绝对赚的</p> <p>)</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>NN 6123 <span class="ge">_~-|`~_</span> \/ / * ^ \ (/ &#39;_ ⏡ _&#39; / &#39;--#--&#39; | ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 508 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr>2026-02-14T20:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-02-14:/awesomepw/awesome-pw-507.html

<p>原文: <a href="https://python.libhunt.com/newsletter/507">Awesome Python Weekly - Issue 507</a></p> <ul> <li>260216 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260216 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://maxhalford.github.io/blog/text-classification-zstd/">用 Python 3.14 的 ZSTD 模块进行文 …</a></li></ul>

<p>原文: <a href="https://python.libhunt.com/newsletter/507">Awesome Python Weekly - Issue 507</a></p> <ul> <li>260216 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260216 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://maxhalford.github.io/blog/text-classification-zstd/">用 Python 3.14 的 ZSTD 模块进行文本分类</a><ul> <li>maxhalford.github.io</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <blockquote> <p>那什么...</p> </blockquote> <p>现在这种新技巧, 第一反应都是: 能否给 LLM 增效减token?</p> <p>)</p> <ul> <li><a href="https://dev.to/chief_yaml_officer/how-i-stopped-rewriting-my-code-every-time-i-switched-llm-providers-4gjh">如何避免每次更换 LLM 提供商时都要重写代码的</a><ul> <li>dev.to</li> <li><img alt="logo" src="https://cdn-b.libhunt.com/images/story/000/448/895/thumb.png?1770451742"></li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>嗯哼? 有这种问题嘛?</p> <p>俺都是通过 gh-issue, 联合多种 LLM 来解决同一个问题的..</p> <p>明白了, 想差了, 是 <a href="https://github.com/BerriAI/litellm">LiteLLM</a> 的广告, 我们的应用如果接入 LLM, 随着运营的深入, 不时就得切换后端大模型, 虽然都是兼容 OpenAI 的, 但是, 总是有追求个性的厂商..所以...有了这东西..</p> <p>)</p> <ul> <li><a href="https://blog.fabiomanganiello.com/article/webmentions-with-batteries-included">Webmentions 含电池</a><ul> <li>blog.fabiomanganiello.com</li> <li><img alt="logo" src="https://cdn-b.libhunt.com/images/story/000/449/241/thumb.png?1770840534"></li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>Python 当年的广告创意已经被反复用了30多年, 至今也没哪个项目真正作到</p> <p>)</p> <ul> <li><a href="https://charlesleifer.com/blog/cysqlite---a-new-sqlite-driver/">cysqlite - 一个新的 SQLite 驱动程序</a><ul> <li>charlesleifer.com</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>没事儿, 就看官方作者的态度了..</p> <p>)</p> <ul> <li> <p><a href="https://pydantic.dev/articles/inline-snapshot">用 inline-snapshot 改进 Python 测试</a></p> <ul> <li>pydantic.dev</li> </ul> </li> <li> <p><a href="https://dev.to/ddebajyati/building-a-robust-classifier-with-stacked-generalization-5flk">构建具有堆叠泛化能力的鲁棒分类器</a></p> <ul> <li>dev.to</li> <li><img alt="logo" src="https://cdn-b.libhunt.com/images/story/000/449/190/thumb.png?1770797348"></li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>这标题和题图...AIGC 味儿忒足</p> <p>)</p> <ul> <li> <p><a href="https://dev.to/aaron_rose_0787cc8b4775a0/the-secret-life-of-python-the-safety-net-try-and-except-5h9b">Python 的秘密生活：安全网（“try”和“except”）</a></p> <ul> <li>dev.to</li> </ul> </li> <li> <p><a href="https://trends.google.com/trends/explore">搜索“学习 Python”的次数增加了 150%。</a></p> <ul> <li>trends.google.com</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>没事儿, 都是 Claw 们...</p> <p>)</p> <ul> <li><a href="https://mccue.dev/pages/2-6-26-python-competitor">Python 只有一个真正的竞争对手</a><ul> <li>mccue.dev</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>俺盲猜一下哈: Python 2.7</p> <p>结果是: <code>Clojure</code></p> <p>哈? <img alt="logo" src="https://mccue.dev/pages/2-6-26-clojure-logo.png"></p> <p>)</p> <ul> <li><a href="https://utcc.utoronto.ca/~cks/space/blog/python/PythonCircularImportPuzzle">一个有趣的 Python 循环导入谜题</a><ul> <li>utcc.utoronto.ca</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>不,一点儿也不有趣, 简直是指出了叕一个无解的 bug 注入姿势..</p> <p>)</p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/loki-mode">loki-mode  洛基模式</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/49921737?v=4&amp;s=160"></li> </ul> </li> </ul> <p>适用于多智能体提供商的自主系统和框架，而且真的有效..</p> <p>(<code>是也乎</code>:</p> <p>欺骗之神?</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/Jeffallan/claude-skills">claude-skills  克劳德技能</a><ul> <li>» AI </li> <li>» Productivity</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/23423962?v=4&amp;s=160"></li> </ul> </li> </ul> <p>66项全栈开发人员必备的专业技能。让Claude Code 成为你的专家级结对程序员。</p> <p>(<code>是也乎:</code></p> <p>就像你作为企业主是否愿意随机招收外来员工改变整个企业的生产习惯?</p> <p>俺只敢安装 Claude 官方内置的, 其它的如果需要 使用 skill-create 现场针对性构建一个就好</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/DeepSeek-OCR-2">DeepSeek-OCR-2</a><ul> <li><img alt="logo" src="https://www.libhunt.com/r/DeepSeek-OCR-2"></li> </ul> </li> </ul> <p>视觉因果流</p> <p>(<code>是也乎:</code></p> <p>这项目名儿起的很有误导性哪...</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/openai/skills">skills  技能</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/14957082?v=4&amp;s=160"></li> </ul> </li> </ul> <p>Codex 技能目录</p> <p>(<code>是也乎:</code></p> <p>相比 Claude 的, 就冷静很多?</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/gh-space-shooter">gh-space-shooter  gh-太空射击游戏</a><ul> <li>» Github </li> <li>» github-actions</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/99708452?v=4&amp;s=160"></li> </ul> </li> </ul> <p>将 GitHub 贡献图可视化为太空射击游戏！</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>NN 6115 <span class="ge">_~∽|∽~_</span> \/ / + ^ \ (/ &#39;_ V _&#39; <span class="k"> &gt; </span><span class="ge">&#39;--.--&#39; )</span> ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 507 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr>2026-02-08T20:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-02-08:/awesomepw/awesome-pw-506.html

<p>原文: <a href="https://python.libhunt.com/newsletter/506">Awesome Python Weekly - Issue 506</a></p> <ul> <li>260208 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260208 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 506 …</p>

<p>原文: <a href="https://python.libhunt.com/newsletter/506">Awesome Python Weekly - Issue 506</a></p> <ul> <li>260208 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260208 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 506 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li> <p><a href="https://stelvio.dev/">Stelvio – 将 Python 部署到 AWS</a></p> <ul> <li>stelvio.dev</li> </ul> </li> <li> <p><a href="https://old.reddit.com/r/golang/comments/1qr9375/rewrote_our_python_api_gateway_in_go_and_now_its/">用 Go 重写了 Python API 网关，但没人关心。</a></p> <ul> <li>old.reddit.com</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/353/thumb.png?1769904555"></p> <p>(<code>是也乎:</code></p> <p>就是用 rust 重写也没人关心哪...</p> <blockquote> <p>懒惰的勤奋</p> </blockquote> <p>)</p> <ul> <li><a href="https://dev.to/surocham/analise-de-correspondencia-o-que-e-e-como-fazer-com-python-usando-naruto-como-exemplo-3phd">对应分析：它是什么以及如何用 Python 进行对应分析，以《火影忍者》为例。</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/507/thumb.png?1770091736"></p> <ul> <li><a href="https://dev.to/om_shree_0709/beginner-friendly-guide-find-smallest-letter-greater-than-target-problem-744-c-python-25eb">🔍 初学者友好指南“找出大于目标字母的最小字母” - 问题 744（C++、Python、JavaScript）</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/424/thumb.png?1770019753"></p> <ul> <li><a href="https://dev.to/om_shree_0709/beginner-friendly-guide-minimum-cost-path-with-edge-reversals-leetcode-3650-c-python-3ebl">🛤️ 入门指南“带边反转的最小成本路径” - LeetCode 3650（C++、Python、JavaScript）</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/385/thumb.png?1769947723"></p> <ul> <li><a href="https://marp.kalvad.com/fosdem_2026">PyInfra: 基础设施应该用真正的 Python 代码编写，而不是 YAML 混合格式。</a><ul> <li>marp.kalvad.com</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/387/thumb.png?1769947722"></p> <ul> <li><a href="https://utcc.utoronto.ca/~cks/space/blog/python/PythonPackageToolsMyIgnoring">我为什么几乎忽略了所有新的 Python 打包工具</a><ul> <li>utcc.utoronto.ca</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>在国内网络条件下这事儿没的选择...</p> <p>)</p> <ul> <li><a href="https://micropythonos.com/">MicroPythonOS - 终极 MicroPython 操作系统</a><ul> <li>micropythonos.com</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/166/thumb.png?1769702972"></p> <p>(<code>是也乎:</code></p> <p>可惜不是面向 AI 设计的</p> <p>)</p> <ul> <li><a href="https://youtu.be/03DswsNUBdQ">Python, 是否正被渐进式改进所扼杀？</a><ul> <li>youtu.be</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/477/thumb.png?1770062935"></p> <ul> <li><a href="https://sethmlarson.dev/use-backslash-A-and-z-not-%5E-and-$-with-python-regular-expressions">在 Python 正则表达式中使用“\A \z”，而不是“^ $”——Seth Larson</a><ul> <li>sethmlarson.dev</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/585/thumb.png?1770192526"></p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/z80ai">z80ai</a><ul> <li>» Machine Learning </li> <li>» NLP</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/303926?v=4&amp;s=160"></li> </ul> </li> </ul> <p>Z80-μLM 是一款 2 位量化语言模型，体积小巧，足以在 8 位 Z80 处理器上运行。您可以使用 Python 训练对话模型，将其导出为 CP/M .COM 二进制文件，然后与您的老式电脑进行对话..</p> <p>(<code>是也乎:</code></p> <p>Z80 传奇的品牌..</p> <p>牙刷里都能跑的大模型来了..</p> <p>主力工程师: <img alt="logo" src="https://avatars.githubusercontent.com/u/303926?v=4"></p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/semantica">semantica  语义</a><ul> <li>» AI </li> <li>» Memory</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/213958577?v=4&amp;s=160"></li> </ul> </li> </ul> <p>Semantica🧠: 开源语义层和知识工程框架，用于构建可解释、可审计和可信赖的人工智能系统——超越文本相似性..</p> <p>(<code>是也乎:</code></p> <p>嗯哼? 语义派叕想崛起了?</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/LLMRouter">LLMRouter</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/168702136?v=4&amp;s=160"></li> </ul> </li> </ul> <p>LLMRouter: 一个用于 LLM 路由的开源库</p> <p>ulab-uiuc logo - <a href="https://www.libhunt.com/r/e2e">e2e</a></p> <p>JAX 官方实现了面向长期环境的端到端测试时间训练</p> <ul> <li><a href="https://www.libhunt.com/r/last30days-skill">last30days-skill</a><ul> <li>» Twitter </li> <li>» Reddit</li> <li><img alt="snap" src="https://avatars.githubusercontent.com/u/455140?v=4&amp;s=160"></li> </ul> </li> </ul> <p>Claude Code 的技能可以搜索过去 30 天内 Reddit 及 X 版块中的任何主题，然后生成可直接复制粘贴的提示信息..</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>NN 6109 <span class="ge">_~`+~~_</span> \/ / ← ? \ \/ &#39;_ ⏡ _&#39; / &#39;--~--&#39; \ ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <hr>2026-01-31T20:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-01-31:/awesomepw/awesome-pw-505.html

<p>原文: <a href="https://python.libhunt.com/newsletter/505">Awesome Python Weekly - Issue 505</a></p> <ul> <li>260131 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260131 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 505 …</p>

<p>原文: <a href="https://python.libhunt.com/newsletter/505">Awesome Python Weekly - Issue 505</a></p> <ul> <li>260131 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260131 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 505 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://www.dimamik.com/posts/oban_py/">Oban, Elixir 的作业处理框架，已来到 Python</a><ul> <li>www.dimamik.com</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/120/thumb.png?1769659747"></p> <ul> <li><a href="https://sethmlarson.dev/use-backslash-A-and-z-not-%5E-and-%24-with-python-regular-expressions">用"\A \z"，而不是在 Python 正则表达式中使用"^ $"</a><ul> <li>sethmlarson.dev</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/041/thumb.png?1769587732"></p> <ul> <li><a href="https://nesbitt.io/2026/01/27/the-c-shaped-hole-in-package-management.html">C 形孔洞在包管理中</a><ul> <li>nesbitt.io</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/984/thumb.png?1769544583"></p> <ul> <li><a href="https://jvns.ca/blog/2026/01/27/some-notes-on-starting-to-use-django/">关于开始使用 Django 的一些笔记</a><ul> <li>jvns.ca</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/128/thumb.png?1769674123"></p> <ul> <li><a href="https://dev.to/om_shree_0709/beginner-friendly-guide-minimize-maximum-pair-sum-in-array-problem-1877-c-python-2m8o">⚖️ 适合初学者的指南《最小化数组最大配对和》- 问题 1877（C++、Python、JavaScript）</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/735/thumb.png?1769285323"></p> <ul> <li><a href="https://dev.to/aaron_rose_0787cc8b4775a0/the-secret-life-of-python-the-uncontained-script-4p8g"> 《Python 的神秘生活：无限制脚本》</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/885/thumb.png?1769458109"></p> <ul> <li><a href="https://dev.to/aaron_rose_0787cc8b4775a0/the-secret-life-of-python-the-trap-of-parallel-lists-4270">Python 的隐秘生活：并行列表的陷阱</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/649/thumb.png?1769198949"></p> <ul> <li><a href="https://gmpy.dev/blog/2026/event-driven-process-waiting">从 Python 3.3 到今天：结束 15 年的子进程轮询</a><ul> <li>gmpy.dev</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/448/121/thumb.png?1769659747"></p> <ul> <li><a href="https://datapythonista.me/blog/whats-new-in-pandas-3">pandas 3 的新功能</a><ul> <li>datapythonista.me</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/854/thumb.png?1769429312"></p> <ul> <li><a href="https://pyrefly.org/blog/type-narrowing/">4 个 Pyrefly 类型缩小模式让类型检查更直观</a></li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/983/thumb.png?1769544583"></p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/PageIndex">PageIndex</a><ul> <li>» AI </li> <li>» LLM</li> </ul> </li> </ul> <p>📑 PageIndex：无向量、基于推理的 RAG 文档索引</p> <p>VectifyAI logo - <a href="https://www.libhunt.com/r/LimiX">LimiX</a> + » Machine Learning <br> + » structured-data</p> <p>LimiX: 为通用智能释放结构化数据建模能力 https://arxiv.org/abs/2509.03505</p> <ul> <li><a href="https://www.libhunt.com/r/claude-code-tools">claude-code-tools</a><ul> <li>» CLI </li> <li>» Tmux</li> </ul> </li> </ul> <p>Claude Code、Codex-CLI 和类似 CLI 编程代理的实用生产力工具。</p> <ul> <li><a href="https://www.libhunt.com/r/VibeVoice">VibeVoice</a></li> </ul> <p>开源前沿语音 AI</p> <ul> <li><a href="https://www.libhunt.com/r/Ai-Agent-Skills">Ai-Agent-Skills</a></li> </ul> <p>为 AI 代理技能准备的 Homebrew。</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>nn 6101 <span class="ge">_~∽-~~_</span> \/ / - + \ \/ &#39;_ △ _&#39; <span class="k"> &gt; </span><span class="ge">&#39;--+--&#39; /</span> ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <hr>2026-01-23T20:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-01-23:/awesomepw/awesome-pw-504.html

<blockquote> <p>..</p> </blockquote> <p>原文: <a href="https://python.libhunt.com/newsletter/504">Awesome Python Weekly - Issue 504</a></p> <ul> <li>260123 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260123 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 504 …</p>

<blockquote> <p>..</p> </blockquote> <p>原文: <a href="https://python.libhunt.com/newsletter/504">Awesome Python Weekly - Issue 504</a></p> <ul> <li>260123 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260123 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 504 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://dev.to/copilotkit/how-to-build-a-frontend-for-langchain-deep-agents-with-copilotkit-52kd">如何使用 CopilotKit 构建 LangChain 深度代理的前端！</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/382/thumb.png?1768939744"></p> <ul> <li><a href="https://aljamal.substack.com/p/golfing-aplk-in-90-lines-of-python">用 90 行 Python 代码实现 APL/K 高尔夫</a><ul> <li>aljamal.substack.com</li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <div class="highlight"><pre><span></span><code><span class="n">Lisp</span><span class="o">:</span><span class="w"> </span><span class="n">code</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">data</span><span class="o">.</span><span class="w"> </span><span class="n">Empahsis</span><span class="w"> </span><span class="n">on</span><span class="w"> </span><span class="n">semantics</span><span class="o">.</span> <span class="n">Lisp</span><span class="err">：代码即数据。强调语义。</span> <span class="n">APL</span><span class="o">:</span><span class="w"> </span><span class="n">notation</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">thought</span><span class="o">.</span><span class="w"> </span><span class="n">Empahsis</span><span class="w"> </span><span class="n">on</span><span class="w"> </span><span class="n">syntax</span><span class="o">.</span> <span class="n">APL</span><span class="err">：符号即思想。强调语法。</span> <span class="n">K</span><span class="o">:</span><span class="w"> </span><span class="n">both</span><span class="o">.</span><span class="w"> </span> <span class="n">K</span><span class="err">：两者都是。</span> <span class="n">Less</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">more</span><span class="o">.</span><span class="w"> </span><span class="err">少即是多。</span> </code></pre></div> <p>) <img alt="foto" src="https://cdn-b.libhunt.com/images/story/000/447/048/thumb.png?1768622913"></p> <ul> <li><a href="https://dev.to/om_shree_0709/beginner-friendly-guide-find-the-largest-square-area-leetcode-3047-c-python-javascript-4ecb">📐 适合初学者的指南《寻找最大正方形面积》—— LeetCode 3047 (C++、Python、JavaScript)</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/091/thumb.png?1768666127"></p> <ul> <li><a href="https://dev.to/om_shree_0709/beginner-friendly-guide-maximum-square-area-by-removing-fences-from-a-field-leetcode-2975-14m8">🚜 🚜 适合初学者的指南《通过移除田地围栏来获得最大正方形面积》—— LeetCode 2975 (C++, Python, JavaScript)</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/002/thumb.png?1768579734"></p> <ul> <li><a href="https://oban.pro/articles/introducing-oban-python">Oban 来到 Python</a><ul> <li>oban.pro</li> </ul> </li> </ul> <p><img alt="logo" src="https://cdn-b.libhunt.com/images/story/000/447/461/thumb.png?1769040526"></p> <ul> <li><a href="https://borutzki.github.io/2026/01/15/how-to-parametrize-exception-testing-in-pytest.html">如何在 PyTest 中参数化异常测试？</a><ul> <li>borutzki.github.io</li> </ul> </li> </ul> <p><img alt="logo" src="https://cdn-b.libhunt.com/images/story/000/446/957/thumb.png?1768536552"></p> <ul> <li><a href="https://yusufaytas.com/moving-from-java-to-python/">从 Java 迁移到 Python (2014)</a><ul> <li>yusufaytas.com</li> </ul> </li> </ul> <p><img alt="img" src="https://cdn-b.libhunt.com/images/story/000/447/287/thumb.png?1768882131"></p> <p>(<code>是也乎:</code></p> <p>12年前的文章, 现在看依然正确..</p> <p>)</p> <ul> <li><a href="https://medium.com/@pcodesdev/python-basics-the-complete-beginners-guide-to-programming-in-2026-a0fedf8fe6f7">用实际案例讲解 Python 基础</a><ul> <li>medium.com</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/000/thumb.png?1768579725"></p> <ul> <li><a href="https://pyfound.blogspot.com/2026/01/ee-departing-the-psf-staff.html">离开 Python 软件基金会（员工）</a><ul> <li>pyfound.blogspot.com</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/463/thumb.png?1769040526"></p> <ul> <li><a href="https://sandbox.stateset.app/">Claude Code CLI 的 AI 沙盒，支持 Node 和 Python SDK</a><ul> <li>sandbox.stateset.app</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/447/158/thumb.png?1768738103"></p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/WeDLM">WeDLM</a><ul> <li><img alt="腾讯" src="https://avatars.githubusercontent.com/u/18461506?v=4&amp;s=160"></li> </ul> </li> </ul> <p>WeDLM: 具有标准因果注意力和原生 KV 缓存兼容性的最快扩散语言模型，在 vLLM 优化基线的基础上实现了真正的速度提升..</p> <p>(<code>是也乎:</code></p> <p>那为什么 腾讯 现在自有大模型那么一般?</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/TimeCapsuleLLM">TimeCapsuleLLM</a><ul> <li><img alt="haykgrigo3" src="https://avatars.githubusercontent.com/u/161534472?v=4&amp;s=160"></li> </ul> </li> </ul> <p>仅在特定时间段数据上训练的 LLM，以减少现代偏见..</p> <ul> <li><a href="https://www.libhunt.com/r/chunkhound">chunkhound</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/228924993?v=4&amp;s=160"></li> </ul> </li> </ul> <p>本地优先代码库智能</p> <ul> <li><a href="https://www.libhunt.com/r/robin">robin</a><ul> <li>» Osint » osint-tool</li> <li><img alt="snap" src="https://avatars.githubusercontent.com/u/20106707?v=4&amp;s=160"></li> </ul> </li> </ul> <p>AI 驱动的暗网开源情报工具</p> <ul> <li><a href="https://www.libhunt.com/r/skills">skills  技能</a><ul> <li><img alt="A" src="https://avatars.githubusercontent.com/u/76263028?v=4&amp;s=160"></li> </ul> </li> </ul> <p>Agent 技能的公共存储库</p> <p>(<code>是也乎:</code></p> <p>因为官方没有意识到这是一个类似 NPM 的大市场, 所以, 当前有很多山寨的, 不过:</p> <blockquote> <p>github.com/GBSOSS/skill-from-masters</p> </blockquote> <p>这种 SKILL 的探查技能, 已经圈定了可<strong>信任来源（5 个）</strong>:</p> <div class="highlight"><pre><span></span><code><span class="mf">1.</span><span class="w"> </span><span class="n">Anthropic</span><span class="w"> </span><span class="n">官方仓库</span> <span class="mf">2.</span><span class="w"> </span><span class="n">Vercel</span><span class="w"> </span><span class="n">skills</span><span class="mf">.</span><span class="n">sh</span><span class="w"> </span><span class="n">市场</span> <span class="mf">3.</span><span class="w"> </span><span class="n">SkillsMP</span><span class="mf">.</span><span class="n">com</span><span class="err">（</span><span class="mf">7</span><span class="n">万</span><span class="o">+</span><span class="w"> </span><span class="n">技能</span><span class="err">）</span> <span class="mf">4.</span><span class="w"> </span><span class="n">awesome</span><span class="o">-</span><span class="n">claude</span><span class="o">-</span><span class="n">skills</span><span class="w"> </span><span class="n">精选列表</span> <span class="mf">5.</span><span class="w"> </span><span class="n">GitHub</span><span class="w"> </span><span class="n">高星项目</span> </code></pre></div> <p>)</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>nn 6093 <span class="ge">_~^|`~_</span> \) / ◶ * \ \/ &#39;_ ⎕ _&#39; <span class="k"> &gt; </span><span class="ge">&#39;-----&#39; &lt;</span> ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <hr>2026-01-17T22:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-01-17:/awesomepw/awesome-pw-503.html

<blockquote> <p>..</p> </blockquote> <p>原文: <a href="https://python.libhunt.com/newsletter/503">Awesome Python Weekly - Issue 503</a></p> <ul> <li>260117 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260117 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 503 …</p>

<blockquote> <p>..</p> </blockquote> <p>原文: <a href="https://python.libhunt.com/newsletter/503">Awesome Python Weekly - Issue 503</a></p> <ul> <li>260117 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260117 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 503 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://pyfound.blogspot.com/2025/12/anthropic-invests-in-python.html">Anthropic 向 Python 软件基金会和 OSS 安全投资 150 万美元</a><ul> <li>pyfound.blogspot.com</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/768/thumb.png?1768349307"></p> <p>(<code>是也乎:</code></p> <p>怪不得 Claude Code 干活时总是优先编写 Python 脚本来折腾..</p> <p>)</p> <ul> <li><a href="https://adamj.eu/tech/2026/01/14/python-introducing-tprof/">Python: Tprof,一个目标分析器</a><ul> <li>adamj.eu</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/933/thumb.png?1768507729"></p> <ul> <li><a href="https://kushaldas.in/posts/introducing-ektupy.html">将 Scratch 生成移动到浏览器上的 Python</a><ul> <li>kushaldas.in</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/389/thumb.png?1767989361"></p> <ul> <li><a href="https://savannah.dev/posts/the-coolest-feature-in-314/">The coolest feature in Python 3.14 Python 3.14 中最酷的功能</a><ul> <li>savannah.dev</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/489/thumb.png?1768104522"></p> <ul> <li><a href="https://iscinumpy.dev/post/packaging-faster/">我们如何使 Python 的打包库速度提升 3 倍</a><ul> <li>iscinumpy.dev</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/388/thumb.png?1767989365"></p> <ul> <li><a href="https://dev.to/om_shree_0709/beginner-friendly-guide-separate-squares-i-leetcode-3453-c-python-javascript-45nf">🟦 适合初学者的指南 '分离正方形 I' </a><ul> <li>dev.to</li> </ul> </li> </ul> <blockquote> <p>– LeetCode 3453 (C++, Python, JavaScript)</p> </blockquote> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/774/thumb.png?1768363722"></p> <ul> <li><a href="https://dev.to/codebunny20/looking-for-help-if-possible-im-stuck-on-my-trackmyhrt-app-medication-symptom-tracker-38fa">🌈 如果可能的话，正在寻求帮助：我在我的 TrackMyHRT 应用（药物+症状追踪器）上卡住了</a><ul> <li>dev.to</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/556/thumb.png?1768190945"></p> <ul> <li><a href="https://blog.scientific-python.org/numpy/fellowship-program-2025-retrospective/">一年的打字生涯：我的 NumPy 奖学金回顾</a><ul> <li>blog.scientific-python.org</li> </ul> </li> </ul> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/294/thumb.png?1767931711"></p> <ul> <li><a href="https://numpy.org/numpy-user-dtypes/quaddtype/">NumPy-QuadDType</a><ul> <li>numpy.org</li> </ul> </li> </ul> <p>一个跨平台的 Quad（128 位）浮点数据类型，用于 NumPy</p> <p><img alt="snap" src="https://cdn-b.libhunt.com/images/story/000/446/204/thumb.png?1767845336"></p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <p>更多 : <a href="https://www.libhunt.com/l/python">通过社交媒体提及次数查找最受欢迎的 Python 库</a></p> <ul> <li><a href="https://www.libhunt.com/r/antigravity-workspace-template">antigravity-workspace-template</a><ul> <li>» python-template </li> <li>» agentic-ai</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/106414602?v=4&amp;s=160"></li> </ul> </li> </ul> <p>🪐 Google Antigravity IDE 的终极入门套件。针对 Gemini 3 Agentic Workflows、"深度思考"模式和自动配置.cursorrules 进行优化..</p> <ul> <li><a href="https://www.libhunt.com/r/ralph-orchestrator">ralph-orchestrator</a><ul> <li><img alt="foto" src="https://avatars.githubusercontent.com/u/11792047?v=4&amp;s=160"></li> </ul> </li> </ul> <p>对 Ralph Wiggum 技术改进的自主 AI 代理编排实现</p> <ul> <li><a href="https://www.libhunt.com/r/AI-research-SKILLs">AI-research-SKILLs  AI 研究技能</a><ul> <li>» AI </li> <li>» Gemini</li> <li><img alt="fofo" src="https://avatars.githubusercontent.com/u/128254220?v=4&amp;s=160"></li> </ul> </li> </ul> <p>一个面向任何 AI 模型的全面开源 AI 研究和工程技能库。打包这些技能，你的 claude 代码/codex/gemini 代理将成为一个功能完备的 AI 研究代理。由 Orchestra Research 维护..</p> <p>(<code>是也乎:</code></p> <p>不是..等等, 所有这些大模型本身都提供有充分维护的 <code>深入研究</code> 模式哈?</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/FinceptTerminal">FinceptTerminal</a><ul> <li>» Finance </li> <li>» Machine Learning</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/178755995?v=4&amp;s=160"></li> </ul> </li> </ul> <p>FinceptTerminal 是一款现代金融应用程序，提供高级市场分析、投资研究和经济数据工具，旨在用户友好的环境中进行交互式探索和数据驱动的决策..</p> <p><img alt="snap" src="https://raw.githubusercontent.com/Fincept-Corporation/FinceptTerminal/main/images/Geopolitics.png"></p> <ul> <li><a href="https://www.libhunt.com/r/nested_learning">nested_learning  嵌套学习</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/113746798?v=4&amp;s=160"></li> </ul> </li> </ul> <p>GDM 嵌套学习论文的复现</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>nn 6079 <span class="ge">_~`+∽~_</span> \/ / ♡ o \ (/ &#39;_ ⏝ _&#39; ( &#39;--#--&#39; \ ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <hr>2026-01-09T22:42:00+08:002026-03-13T13:36:52.258688+08:00Pythoneermtag:weekly.pychina.org,2026-01-09:/awesomepw/awesome-pw-502.html

<blockquote> <p>..</p> </blockquote> <p>原文: <a href="https://python.libhunt.com/newsletter/502">Awesome Python Weekly - Issue 502</a></p> <ul> <li>260109 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260109 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 502 …</p>

<blockquote> <p>..</p> </blockquote> <p>原文: <a href="https://python.libhunt.com/newsletter/502">Awesome Python Weekly - Issue 502</a></p> <ul> <li>260109 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260109 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 502 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <ul> <li><a href="https://nullprogram.com/blog/2026/01/01/">WebAssembly 作为 Python 扩展平台</a></li> </ul> <p><img alt="nullprogram.com" src="https://cdn-b.libhunt.com/images/story/000/445/673/thumb.png?1767341335"></p> <ul> <li><a href="https://dev.to/m4rri4nne/from-swagger-to-tests-building-an-ai-powered-api-test-generator-with-python-3mf8">从 Swagger 到测试：使用 Python 构建 AI 驱动的 API 测试生成器</a></li> </ul> <p><img alt="dev.to" src="https://cdn-b.libhunt.com/images/story/000/445/870/thumb.png?1767528543"></p> <ul> <li><a href="https://sgoel.dev/posts/10-years-of-personal-finances-in-plain-text-files/">10 年个人财务记录（纯文本文件）</a></li> </ul> <p><img alt="sgoel.dev" src="https://cdn-b.libhunt.com/images/story/000/445/670/thumb.png?1767341324"></p> <p>(<code>是也乎:</code></p> <p>为此专门开始了配套工具, 以及图书和付费课程..</p> <p>)</p> <ul> <li><a href="https://dev.to/om_shree_0709/beginner-friendly-guide-max-dot-product-of-two-subsequences-leetcode-1458-c-python-2mgf">🧗‍♂️入门指南“两个子序列的最大点积”——LeetCode 1458（C++、Python、JavaScript）</a></li> </ul> <p><img alt="dev.to" src="https://cdn-b.libhunt.com/images/story/000/446/245/thumb.png?1767874129"></p> <ul> <li><a href="https://sarthakmishra.com/blog/building-animated-sprite-hero">Show HN: 我如何使用 AI 和 Python 生成动画像素艺术</a></li> </ul> <p><img alt="sarthakmishra.com" src="https://cdn-b.libhunt.com/images/story/000/446/249/thumb.png?1767888519"></p> <ul> <li><a href="https://dev.to/sachinchaurasiya/open-source-is-not-just-for-hacktoberfest-2i38">开源不仅仅局限于 Hacktoberfest</a></li> </ul> <p><img alt="dev.to" src="https://cdn-b.libhunt.com/images/story/000/445/917/thumb.png?1767571712"></p> <ul> <li><a href="https://pyspread.gitlab.io/">Pyspread, 一个用 Python 编写的电子表格程序</a></li> </ul> <p><img alt="pyspread.gitlab.io" src="https://cdn-b.libhunt.com/images/story/000/445/881/thumb.png?1767542934"></p> <ul> <li><a href="https://patrickm.de/static-protocols-in-python/">Python 中的静态协议：行为优先于继承</a></li> </ul> <p><img alt="patrickm.de" src="https://cdn-b.libhunt.com/images/story/000/445/642/thumb.png?1767298137"></p> <ul> <li><a href="https://en.lewoniewski.info/2025/python-314-vs-313-312-311-310-performance-testing-video/">Python 3.14 vs. 3.13 / 3.12 / 3.11 / 3.10</a></li> </ul> <p><img alt="en.lewoniewski.info" src="https://cdn-b.libhunt.com/images/story/000/445/956/thumb.png?1767629325"></p> <ul> <li><a href="https://www.fastht.ml/">FastHTML – 纯 Python 编写的现代 Web 应用程序</a></li> </ul> <p><img alt="www.fastht.ml" src="https://cdn-b.libhunt.com/images/story/000/445/957/thumb.png?1767629322"></p> <p>(<code>是也乎:</code></p> <p>还没到 v1.0 ...值得观望</p> <p>)</p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <ul> <li><a href="https://www.libhunt.com/r/pg-aiguide">pg-aiguide</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/8986001?v=4&amp;s=160"></li> </ul> </li> </ul> <p>MCP 服务器和 Claude 插件，用于提升 Postgres 技能和编写文档。帮助 AI 编码工具生成更优质的 PostgreSQL 代码。</p> <p>timescale logo - <a href="https://www.libhunt.com/r/HY-Motion-1.0">HY-Motion-1.0</a> + <img alt="logo" src="https://avatars.githubusercontent.com/u/210980732?v=4&amp;s=160"></p> <p>用于生成 3D 角色动画的 HY-Motion 模型。</p> <p>Tencent-Hunyuan logo - <a href="https://www.libhunt.com/r/freelawproject/x-ray">x-ray  X 射线</a> + <img alt="logo" src="https://avatars.githubusercontent.com/u/6012898?v=4&amp;s=160"></p> <p>用于检测 PDF 文件中是否存在错误编辑的工具</p> <ul> <li><a href="https://www.libhunt.com/r/rendercv">rendercv</a><ul> <li>» Python » Text processing</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/168781519?v=4&amp;s=160"></li> </ul> </li> </ul> <p>面向学者和工程师的简历生成器，YAML 转 PDF</p> <p>rendercv logo</p> <ul> <li><a href="https://www.libhunt.com/r/Continuous-Claude-v2">Continuous-Claude-v2</a><ul> <li>» Agents » mcp</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/227596144?v=4&amp;s=160"></li> </ul> </li> </ul> <p>Claude Code 的上下文管理。钩子通过账本和交接来维护状态。MCP 执行不会造成上下文污染。代理编排具有隔离的上下文窗口。</p> <p>(<code>是也乎:</code></p> <p>问题在 MCP ...现在通过本地的 SKILL 要科学友好的多</p> <p>)</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>nn 6079 <span class="ge">_~`+∽~_</span> \/ / ♡ o \ (/ &#39;_ ⏝ _&#39; ( &#39;--#--&#39; \ ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <hr>2026-01-06T20:42:00+08:002026-03-13T13:36:52.257990+08:00Pythoneermtag:weekly.pychina.org,2026-01-06:/awesomepw/awesome-pw-501.html

<blockquote> <p>..</p> </blockquote> <p>原文: <a href="https://python.libhunt.com/newsletter/501">Awesome Python Weekly - Issue 501</a></p> <ul> <li>260105 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260105 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 502 …</p>

<blockquote> <p>..</p> </blockquote> <p>原文: <a href="https://python.libhunt.com/newsletter/501">Awesome Python Weekly - Issue 501</a></p> <ul> <li>260105 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 17 分钟 完成格式转抄.</li> <li>260105 <a href="http://zoomquiet.io/">Zoom.Quiet</a>用时 42 分钟 完成快译</li> </ul> <p>(<code>是也乎:</code></p> <p>之前快译的周刊: https://discu.eu/weekl01python/ 从25年8月开始经常 502 错误, 无法访问, 所以, 切换回古老的 <a href="https://pycoders.com/">PyCoder’s Weekly | A Weekly Python Email Newsletter</a>, 除了编号不同,每周关注到的新内容其实并无过大不同; 但是, 又因为 pycoders.com 的周刊所有链接都指向自己的内部链接, 导致发布平台认为我的快译是引流,已经封号; 只好, 继续切换快译对象: <a href="https://www.pythonweekly.com/">pythonweekly</a> 官方推荐的周刊 然而, 2025年尾 这个私人维护的周刊连续跳票两周; 不得以继续切换为 Awesome Python Weekly:</p> <p><img alt="logo" src="https://cdn-b.libhunt.com/assets/logos/python/awesome-python-9ecd6024ad0c15b60a457cba3ad1e87e99d08589a3d59eb8e955a3f1ffc281ed.svg"></p> <p>)</p> <hr> <h2>快讯</h2> <blockquote> <p>Popular News and Articles</p> </blockquote> <p>Go away Python lorentz.app</p> <ul> <li><a href="https://pysdr.org/content/intro.html">PySDR: 使用 Python 进行 SDR 和 DSP 编程的指南</a></li> </ul> <p><img alt="pysdr.org" src="https://cdn-b.libhunt.com/images/story/000/445/314/thumb.png?1766966900"></p> <ul> <li><a href="https://mkennedy.codes/posts/python-numbers-every-programmer-should-know/">每个程序员都应该知道的 Python 数字</a></li> </ul> <p><img alt="mkennedy.codes" src="https://cdn-b.libhunt.com/images/story/000/445/641/thumb.png?1767298144"></p> <p>www.influxdata.com</p> <ul> <li><a href="https://lalitm.com/post/one-number-i-trust/">我信任的唯一数字：多币种家庭的纯文本会计</a></li> </ul> <p><img alt="lalitm.com" src="https://cdn-b.libhunt.com/images/story/000/445/635/thumb.png?1767298123"></p> <p>(<code>是也乎:</code></p> <p>是的纯文本, 作为数据库一直很可靠, 你想象不到, 海外主要的财务系统间报帐数据格式还是和电报时代一样的纯文本.. 最多, 套了个 XML 格式..</p> <p>)</p> <ul> <li><a href="https://hugovk.dev/blog/2025/minus-six/">替换 python-dateutil 以移除 six</a></li> </ul> <p><img alt="hugovk.dev" src="https://cdn-b.libhunt.com/images/story/000/445/390/thumb.png?1767053313"></p> <p>(<code>是也乎:</code></p> <p>SEE:<a href="https://sethmlarson.dev/winning-a-bet-about-six-the-python-2-compatibility-shim">Winning a bet about “six”, the Python 2 compatibility shim — Seth Larson</a></p> <p>“ six ”（Python 2 和 3 API 的兼容扩展）</p> <p>)</p> <ul> <li><a href="https://dev.to/toxy4ny/cortisol-waf-bypass-normalization-stress-tester-for-red-teams-1p6m">🧪 Cortisol — WAF 旁路和正常化压力测试仪（适用于红队）</a></li> </ul> <p><img alt="dev.to" src="https://cdn-b.libhunt.com/images/story/000/445/037/thumb.png?1766621374"></p> <ul> <li><a href="https://medium.com/dev-genius/jsonic-python-serialization-that-just-works-3b38d07c426d">Show HN: Jsonic – 一个好用的 Python JSON 序列化工具</a></li> </ul> <p><img alt="medium.com" src="https://cdn-b.libhunt.com/images/story/000/445/247/thumb.png?1766880518"></p> <p>(<code>是也乎:</code></p> <p>好象 medium 是另外一个主要的发布空间了...</p> <p>)</p> <ul> <li><a href="https://www.janestreet.com/tech-talks/uv-an-extremely-fast-python-package-manager/">Uv: 一个快速的 Python 包管理器</a></li> </ul> <p><img alt="www.janestreet.com" src="https://cdn-b.libhunt.com/images/story/000/445/163/thumb.png?1766794130"></p> <p>(<code>是也乎:</code></p> <p>uv 已经是最成功的 rust 项目了吧..</p> <p>)</p> <ul> <li><a href="https://docs.python.org/3.15/library/profiling.sampling.html">profiling.sampling: </a></li> </ul> <p>分析.抽样：统计分析器</p> <p><img alt="docs.python.org" src="https://cdn-b.libhunt.com/images/story/000/445/173/thumb.png?1766794149"></p> <hr> <h2>好物/妙品/</h2> <blockquote> <p>Interesting Projects, Tools and Libraries, Projects &amp; Code</p> </blockquote> <ul> <li><a href="https://www.libhunt.com/r/Nano-PDF">Nano-PDF</a><ul> <li><img alt="20087851" src="https://avatars.githubusercontent.com/u/20087851?v=4&amp;s=160"></li> </ul> </li> </ul> <p>用 Nano Banana 编辑 PDF 文件</p> <ul> <li><a href="https://www.libhunt.com/r/DeepSeek-Math-V2">DeepSeek-Math-V2</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/148330874?v=4&amp;s=160"></li> </ul> </li> </ul> <p>(<code>是也乎:</code></p> <p>是的现在国产开源大模型, 每个版本都是新闻...</p> <p>)</p> <ul> <li><a href="https://www.libhunt.com/r/wifi-densepose">wifi-densepose</a><ul> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/2934394?v=4&amp;s=160"></li> </ul> </li> </ul> <p>InvisPose 已实现生产就绪版本——这是一款革命性的基于 WiFi 的密集型人体姿态估计系统，它利用通用网状路由器即可实现穿墙实时全身跟踪..</p> <p>ruvnet logo - <a href="https://www.libhunt.com/r/black-forest-labs/flux2">flux2</a> + <img alt="logo" src="https://avatars.githubusercontent.com/u/164064024?v=4&amp;s=160"></p> <p>FLUX.2 模型的官方推理仓库</p> <ul> <li><a href="https://www.libhunt.com/r/docuglean-ocr">docuglean-ocr</a><ul> <li>» OCR » Parser</li> <li><img alt="logo" src="https://avatars.githubusercontent.com/u/213854811?v=4&amp;s=160"></li> </ul> </li> </ul> <p>智能文档处理。利用人工智能技术从文档中提取结构化数据，例如 JSON、Markdown 和 HTML</p> <p>(<code>是也乎:</code></p> <p>现在几乎不含 AI 就无法出街一般..</p> <p>)</p> <hr> <h2>DAMA</h2> <blockquote> <p>❤️ Happy Pythonic ;-(<code>大妈私人无责任播报</code>)</p> </blockquote> <ul> <li><a href="https://www.youtube.com/@Chaos42DAMA">大妈的多重宇宙 - YouTube</a></li> <li>@Chaos42DAMA</li> <li>恢复各种嗯哼...</li> </ul> <div class="highlight"><pre><span></span><code>nn 6076 <span class="ge">_~`--~_</span> () / O ^ \ \/ &#39;_ V _&#39; / &#39;-----&#39; / ...act by ferris-actor v0.2.4 (built on 23.0303.201916) </code></pre></div> <hr> <blockquote> <p>Happy Pythonic</p> </blockquote> <h2>PPS</h2> <blockquote> <p>不觉中蟒周刊快译已经到了第10+4个年头 之前也有小伙伴加入过 <code>pythonisa</code> 周刊的翻译, 但是, 没坚持下来, 也就自己这么默默坚持下来了...</p> </blockquote> <p>问为什么:</p> <div class="highlight"><pre><span></span><code>[皱眉]每周新闻资讯 怎么能错过 看看有什么新东西 当有新的发现时： what f**k 还能这样玩？ 还有这东西？ 每周开彩蛋[吃瓜] </code></pre></div> <p><code>无法同意更多</code>... 很多社区贡献看起来辛苦, 其实受益最多的, 就是主动承担者也.</p> <hr> <p>好文笔,感叹号年度配额: <strong>0/3</strong></p> <p>投稿/反馈邮箱:</p> <div class="highlight"><pre><span></span><code><span class="n">askdama</span><span class="nv">@googlegroups</span><span class="p">.</span><span class="n">com</span> </code></pre></div> <p>(邮件列表地址, 当成正常邮件发送邮件就好, 不用注册, 不用翻越...)</p> <hr> <p>ZoomQuiet/<strong><a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a></strong></p> <p>就是四处 <code>是也乎,(￣▽￣)</code> 的那个<a href="https://mp.weixin.qq.com/s/N5TuRRbF599D4Q90XdDA7g">大妈</a>:</p> <div class="highlight"><pre><span></span><code><span class="n">全职嗯哼</span><span class="p">:</span> <span class="n">大妈的多重宇宙</span> <span class="o">-</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">youtube</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="nd">@Chaos42DAMA</span> <span class="n">私自嗯哼</span><span class="p">:</span> <span class="n">ZoomQuiet</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">ZoomQuiet42</span><span class="p">)</span> <span class="k">as</span> <span class="n">创始组织者</span><span class="p">:</span> <span class="n">CPyUG</span> <span class="p">(</span><span class="n">mailling</span><span class="o">-</span><span class="nb">list</span><span class="p">:</span> <span class="n">python</span><span class="o">-</span><span class="n">cn</span><span class="nd">@googlegroups</span><span class="o">.</span><span class="n">com</span><span class="p">)</span> <span class="n">PyChina</span> <span class="p">(</span><span class="n">订阅号</span><span class="p">:</span> <span class="n">PyChinaOrg</span><span class="p">)</span> <span class="n">本地社区</span><span class="p">:</span> <span class="n">FMHub</span> <span class="p">(</span><span class="n">大小湾终身幼儿园</span><span class="p">)</span> <span class="n">AIGC珠海</span> </code></pre></div> <hr>