http://du.kokura.dehttp://du.kokura.de/posts/423http://du.kokura.de/posts/423Sat, 11 Jul 2026 15:29:11 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/zhetengsha/6369" target="_blank" rel="noopener"><span>折腾啥</span></a> (<span class="tgme_widget_message_forwarded_from_author">小一</span>)</div><video src="/static/https://cdn5.telesco.pe/file/92818437c5.mp4?token=I27to87fCxwepfpEcV123Bu1j5-cmKdYVmC3kvQPOgETf5AyS8WGDbb5-9FV_fypeglipaVsWwHcv3J6Q_ef5H5AwltcRiJVQRWf0WR9Am8WS42mmc3R_1gPU5S8RMBFQXQOhFkMOZkfOXmKi7PBFXRPfvAgr9VcdUYTWaPe6H9sBu-DCsbf5y2vb8zfaN4meqndq0GPbfqw6ZbHhtD1ujm0UPgA6LyjODHcrS6VDmNHANu32GxxarEih67wKKqddmbgnf50Bb0wxadVCsqcdym_yHzbPRnq7HMRfjCY0l79BK9l1Z4EkEI4glEBVesdU2Tm2_vt5fvu8odX8zLhPA" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>Headroom: 面向 AI Agent 的本地上下文压缩层</u><br /><br />• 压缩工具输出、日志、RAG 片段、文件和对话历史，降低 60–95% Token 消耗<br /><br />• 支持 Python / TypeScript 库、代理模式、MCP Server 和主流 Coding Agent 一键接入<br /><br />• 本地优先运行，支持可逆压缩、跨 Agent 记忆和输出 Token 精简<br /><br /><a href="https://github.com/headroomlabs-ai/headroom" target="_blank" rel="noopener" title="https://github.com/headroomlabs-ai/headroom">https://github.com/headroomlabs-ai/headroom</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327880277607583303.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/2" target="_blank" rel="noopener" title="合集">合集</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6021860481923288796.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha_group" target="_blank" rel="noopener" title="群组">群组</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327792445526380187.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/957" target="_blank" rel="noopener" title="恰饭">恰饭</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6330367862535884142.webp" alt="" loading="lazy" width="20" height="20" /><a href="https://t.me/xream_bot" target="_blank" rel="noopener" title="联系推广">联系推广</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327836885552991740.webp" alt="" loading="lazy" width="20" height="20" /><a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23AI%E4%BB%A3%E7%90%86" title="#AI代理">#AI代理</a> <a href="/search/result?q=%23%E4%B8%8A%E4%B8%8B%E6%96%87%E5%B7%A5%E7%A8%8B" title="#上下文工程">#上下文工程</a> <a href="/search/result?q=%23Token%E4%BC%98%E5%8C%96" title="#Token优化">#Token优化</a> <a href="/search/result?q=%23MCP" title="#MCP">#MCP</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23TypeScript" title="#TypeScript">#TypeScript</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a>http://du.kokura.de/posts/396http://du.kokura.de/posts/396Wed, 17 Jun 2026 05:19:40 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/zhetengsha/6075" target="_blank" rel="noopener"><span>折腾啥</span></a> (<span class="tgme_widget_message_forwarded_from_author">小一</span>)</div><u>Ponytail: AI 代码懒人助理，写最少代码实现最大功能</u><br /><br />感谢群友 <a href="https://t.me/notehahaha" target="_blank" title="@notehahaha">@notehahaha</a> 的分享<br /><br />• 自动化代码精简，减少 80‑94% 行数，提升开发效率 <br /><br />• 多平台插件支持 Claude Code、Codex、Gemini 等，快速集成 <br /><br />• 可配置强度模式（lite、full、ultra），灵活控制代码生成深度 <br /><br /><a href="https://github.com/DietrichGebert/ponytail" target="_blank" rel="noopener" title="https://github.com/DietrichGebert/ponytail">https://github.com/DietrichGebert/ponytail</a> <br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327880277607583303.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/2" target="_blank" rel="noopener" title="合集">合集</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6021860481923288796.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha_group" target="_blank" rel="noopener" title="群组">群组</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327792445526380187.webp" alt="" loading="lazy" width="20" height="20" /> <a href="https://t.me/zhetengsha/957" target="_blank" rel="noopener" title="恰饭">恰饭</a> <img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6330367862535884142.webp" alt="" loading="lazy" width="20" height="20" /><a href="https://t.me/xream_bot" target="_blank" rel="noopener" title="联系推广">联系推广</a><br /><br /><img class="tg-emoji" src="/static/https://telegram.me/i/emoji/6327836885552991740.webp" alt="" loading="lazy" width="20" height="20" /> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23JavaScript" title="#JavaScript">#JavaScript</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23Claude" title="#Claude">#Claude</a> <a href="/search/result?q=%23Codex" title="#Codex">#Codex</a> <a href="/search/result?q=%23Gemini" title="#Gemini">#Gemini</a> <a href="/search/result?q=%23OpenSource" title="#OpenSource">#OpenSource</a><a class="tgme_widget_message_link_preview" href="https://github.com/DietrichGebert/ponytail" target="_blank" rel="noopener" title="Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. - DietrichGebert/ponytail"> <div class="link_preview_site_name accent_color">GitHub</div> <img class="link_preview_image" alt="GitHub - DietrichGebert/ponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code…" src="/static/https://cdn4.telesco.pe/file/Oh0NxaJKrg8iMMia0qCEpZvc1aqjXVNCeLpSrSGj0AvQ792_TFaV2ITkFhkwamdRppOaPnfH_iLu0qg-g77Dgcq8WLOr_o9XxY8Gi0I49iduYXncoAWXLEHQVUdkSp64wdEx4sOtQkn55nGH5Fz4SZRvCI68R2dXBRykAghkYAnceLyeW8IRHWOUY2FNR6DR2QakYsicVnbR-Hs2HjoSYUbnViU4o5-WtUOGrXxUYxBtB4auYTDyp6fTOuGxnvqUgu6POj8NOXrkeyA1PSinkL3tjKlBbIdozKbnvXxbL3gpNjr2dhzYTmqIASMR7IZIuw5A2uNIPIU4aed8hBjaCg.jpg" width="1200" height="630" loading="eager" /> <div class="link_preview_title">GitHub - DietrichGebert/ponytail: Makes your AI agent think like the laziest senior dev in the room. The best code is the code…</div> <div class="link_preview_description">Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote. - DietrichGebert/ponytail</div> </a>http://du.kokura.de/posts/357http://du.kokura.de/posts/357Mon, 30 Mar 2026 11:20:28 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/zhetengsha/5243" target="_blank" rel="noopener"><span>折腾啥</span></a> (<span class="tgme_widget_message_forwarded_from_author">小一</span>)</div><video src="/static/https://cdn5.telesco.pe/file/06e7985013.mp4?token=LKNrSyXFf7n7Kt5HxfZBDKyZndJBiOWIA-YugnmEus95b3mmPGzL7wAo5pwD4pJz4XuG0lNWNmFxxiQ0eNf0x4sNmlkWbRNQq26AKegqqCzpks8wyK96-nHkcMQ6oImM_wwBvSTq-JUvIqPwSL3oT2lVLiz6Bweohod7HWSmR1CR3JwzP7ICoPR4ZYdIN9aGWqKYaKw9xgUpjpcMNPMIsoqmxacPG-RFNBztzivKpOBDcvpzSP1z-OkiFmzxno55IhPHd-xIZbx9ou9zAomBaxLm2gRQe7ZqKE4ishZF8o7KxrJltCFwWoOX3Fcwaz44rPIZCgnWIpA0nVMYsFDJRQ" class="tgme_widget_message_video js-message_video" width="100%" height="100%" preload="auto" muted autoplay loop playsinline controls webkit-playsinline></video><u>Browserfly: 让 AI 像人一样在浏览器中执行任务的自动化代理</u><br /><br /><s>最近不对劲 怎么都 502</s><br /><s>已喊作者去修</s><br />已修复<br /><br />浏览器插件好像没啥影响 <a href="https://chromewebstore.google.com/detail/cfhbbegggfeidahbnfjonopeoodmjhfm?utm_source=item-share-cb" target="_blank" rel="noopener" title="点击安装">点击安装</a><br /><br />• AI 驱动的浏览器代理，可直接在网页中搜索、打开标签页并操作内容<br /><br />• 不只是回答问题，还能完成端到端任务，例如调研产品并输出分析报告<br /><br />• 适合需要网页自动化与信息整理的场景，把复杂流程交给 AI 执行<br /><br /><a href="https://browserfly.app/" target="_blank" rel="noopener" title="https://browserfly.app">https://browserfly.app</a><br /><br /><a href="/search/result?q=%23Browserfly" title="#Browserfly">#Browserfly</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23Agent" title="#Agent">#Agent</a> <a href="/search/result?q=%23%E6%B5%8F%E8%A7%88%E5%99%A8" title="#浏览器">#浏览器</a> <a href="/search/result?q=%23%E8%87%AA%E5%8A%A8%E5%8C%96" title="#自动化">#自动化</a> <a href="/search/result?q=%23%E7%BD%91%E9%A1%B5%E8%87%AA%E5%8A%A8%E5%8C%96" title="#网页自动化">#网页自动化</a> <a href="/search/result?q=%23%E6%95%88%E7%8E%87%E5%B7%A5%E5%85%B7" title="#效率工具">#效率工具</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E5%B7%A5%E4%BD%9C%E6%B5%81" title="#工作流">#工作流</a>http://du.kokura.de/posts/311http://du.kokura.de/posts/311Mon, 02 Mar 2026 11:53:40 GMT<div class="tgme_widget_message_forwarded_from accent_color">Forwarded from <a class="tgme_widget_message_forwarded_from_name" href="https://t.me/zhetengsha/4951" target="_blank" rel="noopener"><span>折腾啥</span></a> (<span class="tgme_widget_message_forwarded_from_author">小一</span>)</div><u>Scrapling: 强大的现代 Web 爬取框架</u><br /><br />• 自动适应网站结构变化，支持智能元素追踪和灵活选择方法 <br />• 内置反反爬技术，轻松绕过 Cloudflare 等复杂防护 <br />• 支持并发爬取、多会话管理、断点续爬和实时数据流输出 <br /><br /><a href="https://github.com/D4Vinci/Scrapling" target="_blank" rel="noopener" title="https://github.com/D4Vinci/Scrapling">https://github.com/D4Vinci/Scrapling</a> <br /><br /><a href="/search/result?q=%23Web%E7%88%AC%E5%8F%96" title="#Web爬取">#Web爬取</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23%E8%87%AA%E5%8A%A8%E5%8C%96" title="#自动化">#自动化</a> <a href="/search/result?q=%23AI" title="#AI">#AI</a> <a href="/search/result?q=%23%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86" title="#数据采集">#数据采集</a> <a href="/search/result?q=%23Scrapling" title="#Scrapling">#Scrapling</a> <a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E5%85%B7" title="#开发工具">#开发工具</a><a class="tgme_widget_message_link_preview" href="https://github.com/D4Vinci/Scrapling" target="_blank" rel="noopener" title="🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! - D4Vinci/Scrapling"> <div class="link_preview_site_name accent_color">GitHub</div> <img class="link_preview_image" alt="GitHub - D4Vinci/Scrapling: 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale…" src="/static/https://cdn4.telesco.pe/file/qt5i1L5peVuVi0r-RekOxYGz1RlJwLnNB3IBhZss7Wj8U101rhJvvt_Dy2PqEBV1npeUTIlnhW2szzGaUA676lK2qlvFHAE3KPpJZOpfOvSB9j9FwAmMhLDjuE9Z_0UVINVUalcEMusAMbDDHBAPXtWSTdDSYYWSbp507JYvlip0pSUFGL4xLobmzkaNzRmC_6s1WxjMh24e--Al9au-ENas0c4h9_7Bwa4F06CSm90VzGMd_AhwrvLr70cwhxf085LZrQmc63hS-H20F-AyDGjq6FlXHOupYf8iuwC4zTvEvEhxsHSNNuRoRZYh2yw-tbDTIV_aDiu1PuMhM3_jIQ.jpg" width="1200" height="630" loading="eager" /> <div class="link_preview_title">GitHub - D4Vinci/Scrapling: <i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F95B7.png')"><b>🕷️</b></i> An adaptive Web Scraping framework that handles everything from a single request to a full-scale…</div> <div class="link_preview_description"><i class="emoji" style="background-image:url('//telegram.org/img/emoji/40/F09F95B7.png')"><b>🕷️</b></i> An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! - D4Vinci/Scrapling</div> </a>