Python · ★ 13,021 · 🍴 1,233 · 📈 4,434 stars today
《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
中文介绍 李博杰著作《深入理解 AI Agent：设计原理与工程实践》的开源主仓库。提供全书正文、编译版 PDF 及按章配套的完整代码。适合希望系统学习 AI Agent 架构设计、工程落地与实战的开发者，通过阅读源码快速掌握 Agent 开发核心技术。
Python · ★ 24,126 · 🍴 2,322 · 📈 1,833 stars today
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
中文介绍 面向 MCP 和 CLI 的本地优先代码智能图工具。通过构建代码库持久映射，让 AI 编码工具仅读取关键上下文，显著降低审查与大仓库操作时的 Token 消耗。适合需要优化 AI 辅助开发效率、降低上下文成本的工程团队使用。
Rust · ★ 10,004 · 🍴 1,106 · 📈 568 stars today
The most intelligent agent harness for code
中文介绍 专为代码任务设计的智能体框架（Agent Harness）。提供智能化的代码执行与管理能力，旨在简化 AI Agent 在编程场景下的交互与任务编排。适合开发需要高效处理代码生成、测试及调试任务的 AI 应用开发者。
TypeScript · ★ 22,628 · 🍴 3,037 · 📈 1,107 stars today
Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, Kimi K3, GLM, DeepSeek. Works with Claude Code, Codex, Cursor, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, multimodal, Desktop/PWA
中文介绍 聚合 268+ 提供商与 500+ 模型的开源 AI 网关，支持 Claude、GPT、Gemini 等主流模型。提供统一 Endpoint，兼容 Claude Code、Cursor、Copilot 等工具。适合需要灵活切换模型、降低 API 成本并保持编码连续性的开发者使用。
Python · ★ 41,114 · 🍴 6,814 · 📈 823 stars today
Learn it. Build it. Ship it for others.
中文介绍 从零基础到发布的 AI 工程实践教程仓库。涵盖学习、构建与产品化全流程，强调动手实践。适合希望系统掌握 AI 工程化技能、将模型能力转化为可交付产品的初学者及进阶开发者。
Shell · ★ 135,151 · 🍴 22,017 · 📈 862 stars today
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
中文介绍 集成多种专家角色的 AI 代理机构集合，涵盖前端开发、社区运营及逻辑检查等专用 Agent。每个 Agent 具备独立人格与流程，适合需要自动化处理多环节业务流程、构建多功能 AI 工作流的开发者与团队。
Python · ★ 18,821 · 🍴 1,465 · 📈 458 stars today
A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
中文介绍 灵活的异构 LLM 推理与微调优化框架。支持多种模型架构的混合部署与性能调优，旨在提升大模型在不同硬件环境下的运行效率。适合需要定制化模型部署、优化推理延迟及微调成本的算法工程师。
TypeScript · ★ 44,789 · 🍴 5,442 · 📈 821 stars today
The open-source AI voice studio. Clone, dictate, create.
中文介绍 开源 AI 语音工作室，支持语音克隆、听写及内容创作功能。提供完整的音频处理工作流，适合内容创作者、播客制作者及需要开发语音交互功能的开发者，降低专业音频制作门槛。
Python · ★ 28,944 · 🍴 2,754 · 📈 234 stars today
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
中文介绍 专为 AI Agent 设计的开源记忆平台，基于自托管知识图谱引擎提供跨会话持久化长期记忆。解决 Agent 上下文遗忘问题，适合构建需要历史记忆连贯性、复杂任务跟踪的智能对话系统及自动化工作流。
Python · ★ 14,533 · 🍴 1,506 · 📈 565 stars today
A feed-forward 3D foundation model for reconstructing scenes from streaming data
中文介绍 用于从流数据重建场景的前向 3D 基础模型。通过实时处理数据流生成 3D 场景，适合自动驾驶、机器人导航及实时环境感知等需要高效空间重建技术的计算机视觉研究者与开发者。
TypeScript · ★ 6,202 · 🍴 683 · 📈 939 stars today
Open source alternative to Semrush and Ahrefs
中文介绍 Semrush 与 Ahrefs 的开源替代方案，提供站点 SEO 分析与管理功能。适合中小网站管理者、SEO 专员及希望自建低成本搜索引擎优化工具的开发者，无需高昂订阅费即可进行关键词与流量分析。
Python · ★ 10,401 · 🍴 1,225 · 📈 410 stars today
Kimi Code CLI is your next CLI agent.
中文介绍 月之暗面推出的 Kimi Code CLI 终端智能体。直接在命令行中提供代码生成、调试及任务执行能力，适合作为开发者的日常 CLI 助手，提升终端交互效率与编程工作流的自动化水平。
Python · ★ 37,290 · 🍴 2,597 · 📈 317 stars today
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
中文介绍 集成多 IM 平台、LLM 与插件的 AI Agent 助手及开发框架，可作为 OpenClaw 的替代方案。适合开发者快速搭建自定义聊天机器人、AI 客服及自动化服务，支持灵活扩展各类 AI 功能与业务逻辑。
Python · ★ 26,684 · 🍴 2,169 · 📈 96 stars today
🚀 The fast, Pythonic way to build MCP servers and clients.
中文介绍 构建 MCP 服务器与客户端的快速 Pythonic 库。简化 Model Context Protocol 的集成开发流程，适合希望高效扩展 AI 模型上下文能力、连接外部工具与数据的 Python 开发者及 MCP 生态构建者。
TypeScript · ★ 2,808 · 🍴 175 · 📈 689 stars today
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
中文介绍 专为 AI 编码 Agent 设计的本地优先网络工具，支持搜索、抓取与研究，通过 MCP 协议集成。无需 API Key 或云服务，零成本查询。适合开发需要实时网页信息检索、增强 Agent 知识库的本地化开发场景。
Rust · ★ 1,845 · 🍴 50 · 📈 371 stars today
A batteries-included framework for building web apps
中文介绍 构建 Web 应用的开箱即用框架，提供全套必要组件以简化开发流程。适合希望快速搭建高性能、全功能 Web 服务的 Rust 开发者，减少样板代码并提升应用构建效率。
TypeScript · ★ 133,946 · 🍴 7,573 · 📈 240 stars today
Collection of publicly available IPTV channels from all over the world
中文介绍 全球公开可用 IPTV 频道集合，提供多国电视直播流链接。适合家庭媒体服务器用户、视频播放器开发者及需要接入全球电视直播源的技术爱好者，方便构建个性化的媒体观看列表。
TypeScript · ★ 5,398 · 🍴 377 · 📈 1,641 stars today
Self-hosted deployment platform
中文介绍 自托管应用部署平台，提供私有化环境下的软件交付与运维能力。适合需要完全控制数据主权、构建内部 CI/CD 流程的中小团队及开发者，替代公有云部署服务以降低长期成本。
TypeScript · ★ 1,865 · 🍴 240 · 📈 464 stars today
Free, open-source web app for learning about ontologies and Microsoft Fabric IQ. Explore a catalogue of pre-built ontologies, design your own visually, export as RDF/XML, and share interactive diagrams. Zero backend, fully static.
中文介绍 微软推出的开源本体论学习 Web 应用，支持可视化设计、预置本体库浏览及 RDF/XML 导出。适合数据工程师与研究人员学习 Microsoft Fabric IQ 知识图谱技术，探索本体建模与语义网络构建方法。
C++ · ★ 1,423 · 🍴 38 · 📈 395 stars today
ggml speech-to-text inference for 16+ model families
中文介绍 基于 ggml 的 C++ 语音转文本推理库，支持 16+ 模型家族。提供本地高效 STT 能力，适合需要离线语音识别、低延迟处理及嵌入式部署的开发者，兼容多种开源语音模型格式。
@nifinet · 11.0K 粉丝 · 337.0K 阅 · 518 赞 · 33 转
Earlier this year, Andrej Karpathy (@karpathy) pointed an agent at his own training code and let it run for two days. It ran 700 experiments, kept the 20 that beat the benchmark, and made the model
中文介绍 Karpathy用agent自动优化训练代码的案例：2天运行700个实验，保留20个超越基准的实验，实现模型自改进。展示自改进系统的有效方法。
@CliffordSosin · 16.4K 粉丝 · 197.0K 阅 · 514 赞 · 49 转
Superintelligence arrived. You probably didn't notice, because it turned out to be kind of incremental. Don't believe me? Run the test. Talk to Fable 5 for an hour, then talk to your ten smartest
中文介绍 质疑超级智能的突破性，认为其发展可能只是渐进式的。建议对比Fable 5与最聪明的人类，检验AI智能的真实水平。
@EXM7777 · 126.7K 粉丝 · 173.6K 阅 · 521 赞 · 51 转
I'm going to show you how to build your first team of AI agents... and how to wire them into a self improving loop inside a shared workspace the team we're building has 5 agents, one for each function
中文介绍 构建5个AI agents团队的教程：每个agent负责特定功能，通过共享工作区形成自改进循环。实操指南，展示多agent协作方法。
@0xCodez · 23.9K 粉丝 · 154.5K 阅 · 510 赞 · 73 转
Most people who try to build a multi-step agent end up with a straight line. Step one, step two, step three - each waiting politely for the last to finish before it starts. 9/10 notice that half those
中文介绍 Claude图工程14步教程：指出多数多步骤agent呈线性执行，9/10的人会发现一半步骤无效。提供从入门到架构师的完整路径。
@herrcore · 15.4K 粉丝 · 64.2K 阅 · 514 赞 · 84 转
tl;dr K3 makes us question why we are paying Anthropic. We’ve been using Opus as our go-to model for reverse engineering tasks since the release of 4.5, and with each new release, it feels like we
中文介绍 Kimi K3在逆向工程任务上可能超越Claude Opus，引发对Anthropic付费价值的质疑。对比评测，展示国产模型的竞争力。
@enginoid · 1.1K 粉丝 · 49.9K 阅 · 522 赞 · 37 转
Linear is probably my best-value subscription at the moment. I pay the sole user fee of $12/mo and the company agents have eaten through ~400 issues in the past month. I use Linear to organize my
中文介绍 用Linear管理AI agents的工作流：每月12美元，处理约400个问题。展示高效管理软件工厂的实践方法。
@therealDeFlock · 82.7K 粉丝 · 12.2K 阅 · 500 赞 · 120 转
"Axxon One supports automatic tracking of people as they move between cameras". "automatic tracking of people"... Ideal for logistics, warehousing, and Safe City projects, this AI detector
a quiet day.
中文介绍 当日AI领域无重大事件，市场整体平静。
中文介绍 Hugging Face发布开放系统Grabette，用于记录机器人操作数据，促进相关研究与应用开发。
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Over the weekend, several current and former advisors to President Donald Trump on AI publicly lobbed insults at the country’s leading AI companies. David Sacks,
中文介绍 《麻省理工科技评论》报道，美国现任及前AI顾问公开抨击中国AI公司，引发中美AI竞争加剧，特朗普团队内部出现分歧。
中文介绍 Hugging Face推出Cosmos 3 Edge，具体功能未披露，预计扩展边缘AI应用场景。
OpenAI shares lessons from deploying long-running AI models, highlighting new safety risks, observed failures, and improved safeguards through iterative deployment.
中文介绍 OpenAI发布长期AI模型安全对齐报告，总结部署经验，识别新风险，并提出迭代改进措施以增强系统安全性。
The next time you apply for a job, AI may screen your résumé before any human sees it. But there’s good reason to question whether AI will judge you fairly. Researchers already know that LLMs pick up human biases from their training data. New research suggests that LLMs can also develop their own bi
中文介绍 研究指出，大型语言模型在招聘筛选中可能比人类更易产生偏见，因其训练数据存在固有偏差，引发公平性质疑。
**US policy debates** are moving toward restricting Chinese open models like **Kimi**, with potential **procurement restrictions** and **Entity List designations**. Technical voices including **@APompliano**, **@ClementDelangue**, and **@mmitchell_ai** warn this could harm **competition**, **soverei
中文介绍 美国政策讨论转向限制中国开源模型如Kimi，拟实施采购禁令及实体清单，技术界警告或损害竞争。
中文介绍 Qwen 3.8发布，Kimi推出代码CLI工具，Netflix更新LLM技术栈，多项AI进展备受关注。
a quiet day
中文介绍 当日AI领域无重大事件，市场整体平静。
Sarah Friar, CFO of OpenAI, introduces a practical AI scorecard to measure ROI through useful work, cost per successful task, dependability, and return on compute.
中文介绍 OpenAI财务主管Sarah Friar推出AI评分系统，通过有用工作产出、单次任务成本、可靠性及计算回报评估投资回报率。
Every morning, airline dispatchers, grid operators, and farmers around the world make decisions based on the same thing: a weather forecast. While these forecasts are something that most people glance at for two seconds, weather predictions influence major strategic decisions in many industries, wit
中文介绍 MIT Tech Review警告天气数据篡改风险上升，航空、电网等依赖预报的行业面临决策风险，需加强数据安全。
**Moonshot's Kimi K3 release** has sparked a reassessment of **Chinese open-weight models**' proximity to the frontier, with strong performance in coding, agentic tasks, and long-horizon knowledge work. The strategic focus has shifted from a "compute moat" to an "efficiency stack" involving **MoE ro
中文介绍 月之暗面发布Kimi K3模型，引发对中国开源模型接近前沿能力的重新评估，战略焦点转向效率堆栈而非算力壁垒。
a great week for open models continues.
中文介绍 Kimi K3 2.8T-A50B成为史上最大开源模型，性能比肩Opus 4.8，却以Sonnet 5定价提供服务。
中文介绍 月之暗面发布Kimi K3，Google Gemini 3.5延期，ARC-AGI 3测试结果创纪录，AI性能再受关注。
Learn how OpenAI is making ChatGPT safer for teens with age-appropriate protections, learning tools, parental controls, and expert partnerships.
中文介绍 OpenAI强化ChatGPT青少年版安全措施，引入适龄保护、学习工具及家长控制，并与专家合作确保使用安全。
美股方面，SPY与QQQ呈现中性趋势，SPY当前价格742.09低于SMA20(744.79)，MACD死叉(2.06 vs 信号线2.73)；AAPL（326.59）维持多头排列，RSI 63.9，MACD金叉(8.88 vs 6.16)。加密市场恐慌贪婪指数25（极度恐慌），BTC(66,364.9)与ETH(1,941.14)近5日反弹4%+，RSI均超60但受200日均线压制。中概股中BABA(120.34)与JD(30.6)领涨，前者RSI 64.1、MACD金叉(0.77 vs -2.11)，后者RSI超买70.3。商品外汇领域黄金期货(4071.8)空头排列，RSI 45.3；WTI原油(83)近5日涨4.61%但RSI 58.9承压；美元指数(100.91)接近52周高位，RSI 54.2维持多头趋势。
当前价格326.59站上所有均线（SMA20/50/200：306.95/303.43/274.58），RSI 63.9处于正常区间，MACD金叉(8.88 vs 信号线6.16)且红柱扩大，52周高点仅距2.51%，技术面显示多头动能增强。
价格369.57跌破SMA20/50/200（396.31/409.22/416.67），RSI 39.2接近超卖但未见反弹信号，MACD死叉(-5.50 vs -2.68)且绿柱持续，空头排列形态明确，下行风险仍存。
RSI 70.3触及超买区间，但价格30.6仍低于SMA200(29.59)，MACD金叉(0.43 vs -0.08)尚未形成有效突破。52周低点反弹24.86%，多空博弈激烈，短期方向待确认。
近1日涨4.67%，价格120.34突破SMA20(105.33)与SMA50(118.02)，RSI 64.1未过热，MACD金叉(0.77 vs -2.11)红柱扩大，距52周高点仅37.54%，反弹动能充足。
VIX 恐慌指数
10Y 美债收益率 (%)
美元指数 DXY
S&P 500 ETF
Nasdaq 100 ETF
Apple
Microsoft
Nvidia
Alphabet
Tesla
Meta
Bitcoin
Ethereum
Solana
阿里巴巴 (BABA)
拼多多 (PDD)
京东 (JD)
腾讯控股 (0700.HK)
黄金期货
WTI 原油期货
美元 / 人民币
本报告基于历史技术指标计算，仅反映当前市场状态。过去走势不代表未来表现，所有结论仅供技术指标解读参考，不构成任何投资建议。市场瞬息万变，请结合基本面与风险偏好综合判断。
China said it was not the aggressor in the episode, which was the latest flare-up in the South China Sea between the two countries.
中文摘要 菲律宾称一名水兵在与中国海岸警卫队的冲突中受伤，中国否认是挑衅方，此事件为两国在南中国海的最新摩擦。
The Houthis, a Shiite militia in Yemen, which is aligned with Iran, have announced a naval blockade of a key waterway, the Bab Al-Mandeb Strait.
中文摘要 也门胡塞武装威胁封锁曼德海峡，该 Shia 民兵组织与伊朗结盟，此举系美伊战争期间关键水域的又一次升级。
日本德仁天皇目前仅有三位皇位继承人，分别是他的弟弟及弟弟的儿子，以及他90岁的叔父。对皇位继承法的修正旨在维系仅允许男性继承皇位的做法，尽管七成受访民众支持有一位女性天皇。
中文摘要 日本修订《皇室典范》维持男性继承规则，尽管七成民众支持女性天皇。德仁天皇目前仅三位男性继承人。
Revolutionary Guard claims attack on oil tanker and two other ships as US carries out tenth consecutive night of strikes Full report: Almost 100 troops injured in recent weeks, Pentagon admits, as Iran launches reprisals on US allies Lebanon’s president, Joseph Aoun, is due to meet Donald Trump for
中文摘要 伊朗革命卫队声称在霍尔木兹海峡袭击油轮及两艘船只，美军已实施第十夜打击。近期近100名美军士兵受伤。
Britain’s new prime minister, Andy Burnham, promised policies that would give average Britons financial “breathing space.” His opponents are already doling out criticism.
中文摘要 英国新首相安迪·伯纳姆承诺为民众提供财政'喘息空间'，但反对者已展开批评，其面临多重政策挑战。
Officers use teargas and water cannon on crowds in Bologna after death of Abderrahim Fakir under police restraint Police have clashed with demonstrators during a protest in the Italian city of Bologna after a Moroccan-born man died pleading for help under police restraint. Human rights campaigners
中文摘要 意大利博洛尼亚爆发抗议，摩洛哥裔男子法基尔在警察控制下死亡，警方使用催泪弹和水炮驱散人群。
Thousands of mostly young people tried to march on India's parliament to demand changes to how the education system is run.
中文摘要 数千印度青年试图冲击议会，要求教育改革，抗议者主张改变教育体系运作方式。
Residents of Deir Jarir say raids that killed two Palestinians late on Sunday are part of pattern of violence Even by the brutal standards of militant settler violence in the West Bank, the raid on Deir Jarir late on Sunday night that killed two Palestinians and left another in hospital with a gunsh
中文摘要 以色列国防军被指控与定居者合作，周日袭击致两名巴勒斯坦人死亡，居民称此为西岸暴力模式延续。
Global hunger declined for the third year in a row in 2025 but experts call for action to bring down costs of fruit, vegetables and dairy as report shows 2.69bn people can’t afford to eat well One in three people cannot afford to eat a healthy diet, a new report has found, prompting calls for urgent
中文摘要 联合国报告显示全球三分之一人口无法负担健康饮食，2025年饥饿问题连续三年改善，2.69亿人缺乏水果、蔬菜等营养来源。
Their resolve for freedom hardened during the pandemic, when they lived through a crippling food shortage and were forced to witness frequent public executions.
中文摘要 韩国家庭在疫情期间因饥荒和公开处决加深逃离朝鲜的决心，最终成功脱北。
A fire engulfed a shopping centre in Ukraine's Sumy after Russian drone strikes hit the building.
中文摘要 乌克兰苏梅州购物中心遭俄方无人机袭击后发生大火，建筑被完全吞噬。
Beyond the diplomatic platitudes global media focuses on the ‘immense’ scale of the challenge he faces in the job UK politics live – latest updates World leaders have warmly congratulated Andy Burnham on his entry into 10 Downing Street as Britain’s seventh prime minister in a decade, but internatio
中文摘要 全球领导人祝贺安迪·伯纳姆成为英国第七任首相，但外界关注其执政面临的严峻挑战。
Iran says it has hit two ships in the Strait of Hormuz as well as targets in Bahrain and Jordan.
中文摘要 美国对伊朗发动新一轮打击，特朗普警告士兵死亡将引发报复。伊朗称袭击霍尔木兹海峡两艘船只及巴林、约旦目标。
A US-brokered agreement should see Israeli troops pulling out of a small part of Lebanon occupied during their conflict with Hezbollah.
中文摘要 黎巴嫩军队宣布部署至以色列撤军后的试点区域，该协议由美国促成，以结束与真主党的冲突。
Prime Minister Andy Burnham moved quickly to confront the high cost of living. And President Trump wished him well after a phone call between the two leaders.
中文摘要 英国新首相伯纳姆削减电费增值税以应对生活成本，特朗普通话后表达祝贺。
Public finances for last month were better than expected but the UK is carrying major debt.
中文摘要 英国6月公共借贷减少，财政状况好于预期，但整体仍面临重大债务压力。
The water supplier's lenders are trying to prevent the company from being taken over by the Burnham government
中文摘要 泰晤士水务贷款人提出「金股」方案，试图阻止该公司被伯纳姆政府接管。
Sites like Polymarket can be rewarding for traders with inside info. There are different ways to get it.
中文摘要 Polymarket等预测市场平台存在内幕交易风险，部分交易者通过非法渠道获取信息获利。
Homes will save around £45 a year through the cut announced on Andy Burnham's first full day as prime minister.
中文摘要 英国家庭电费VAT将于10月削减，预计每户年省45英镑，此政策由新首相伯纳姆上任首日宣布。
Also in today’s newsletter: US threatens Canada with 50% tariffs and judge pauses Paramount Skydance’s acquisition of Warner Bros Discovery
中文摘要 特朗普拟会晤黎巴嫩领导人，同时美国威胁加拿大加征50%关税，联邦法院暂停派拉蒙收购华纳兄弟探索的交易。
Global hunger is in retreat, but the Middle East conflict and El Niño weather phenomenon pose new threats, according to United Nations agencies.
中文摘要 全球饥饿问题连续三年缓解，但中东冲突和厄尔尼诺现象可能引发新风险，联合国机构评估显示当前形势仍存挑战。
Auditor signs off delayed 2025 accounts, showing net profit fell from €81.6mn to €20.2mn
The new PM says he will look at how much people can earn before paying tax but admitted changing it would be difficult.
中文摘要 新首相伯纳姆政府将研究所得税起征点调整，但承认政策实施存在困难，具体方案尚未公布。
The UK stock market is losing the equivalent of more than $2 billion a week to takeovers of London-listed companies, with Mitie Group Plc the latest name to be snapped up.
中文摘要 英国并购交易总额突破600亿美元，伦敦上市公司每周流失超20亿美元股权价值，Mitie集团最新被收购。
Indonesia’s sovereign wealth fund Danantara has mandated banks to sound out investor demand for a potential sale of long-dated dollar bonds, weeks after completing its first offshore debt offering.
中文摘要 印尼主权基金Danantara聘请银行评估长期美元债券发行需求，此前刚完成首笔境外债券发行。
Germany’s financial regulator concluded a review into Zalando SE over a missing disclosure in its annual report without imposing a fine.
中文摘要 德国金融监管机构终止对Zalando SE未披露年报信息的调查，未对其处以罚款。
A private college in Illinois is sweetening its upcoming bond deal by adding a student apartment complex to increase investor protections.
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