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            "time": "2026-05-10 16:08:54",
            "title": "HarmonyOS ArkUI 复用视图拆解：@Component、@Builder 和 @BuilderParam 该怎么分工 #星光计划4.0#",
            "desc": "大家好，我是新手程序员Kevin(老K)。这次我想写一个我最近越来越有感触的问题：ArkUI页面写着写着，为什么一个build()会越来越难维护？一开...",
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            "time": "2026-05-09 14:49:31",
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            "time": "2026-05-09 14:23:30",
            "title": "VLA的PyTorch时刻已至！港科大联手社区开源StarVLA：一个框架揭秘所有主流VLA",
            "desc": "最近，来自港科大和开源社区团队推出了 StarVLA 开放研究平台。",
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            "time": "2026-05-09 14:23:23",
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            "desc": "Continual Learning 一直难以被解决，主要卡在神经网络的灾难性遗忘：学了新东西，旧能力就容易被冲掉。那如果不把目光只放在神经网络权重上，还有没有其他解决方案？",
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            "time": "2026-05-09 14:22:44",
            "title": "剥夺大模型执行权！港中文开源Agent治理内核，高危拦截率达92.95%",
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            "time": "2026-05-09 14:22:38",
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            "desc": "太疯狂了！英伟达、AMD和英特尔罕见同桌，把1亿美金砸向了同一个团队。SGLang背后的天才大神们，手握1亿美金，要彻底重写AI算力的分配法则。",
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            "url": "https://www.51cto.com/article/842751.html",
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            "time": "2026-05-09 10:10:00",
            "title": "前端必看！前端路由守卫这么写，再也不担心权限混乱（Vue/React通用）",
            "desc": "Vue 和 React 用法虽有差异，但逻辑一致——判断登录状态、校验角色、控制跳转。一套封装就能覆盖所有场景，避开 4 个高频坑，复制就能实现权限管控。​",
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            "time": "2026-05-09 09:47:09",
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            "desc": "本文从新手视角出发，完整讲解了Linux三大防火墙工具的用法，总结5个核心要点。",
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        {
            "index": 13,
            "time": "2026-05-09 09:32:44",
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            "desc": "AI 完全可以模仿真人，这项技术早已成熟，其伦理边界在多数场景下本应清晰。但随着应用不断翻新，越来越多的情况正在让伦理判断变得模糊。",
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        {
            "index": 14,
            "time": "2026-05-09 09:31:13",
            "title": "如何使用 MCP 进行自动化漏洞挖掘",
            "desc": "本文我将深入探讨我是如何使用Claude Code和MCP构建一个自动化漏洞挖掘系统的，以及它在此过程中发现的一些漏洞。",
            "url": "https://www.51cto.com/article/842727.html",
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        },
        {
            "index": 15,
            "time": "2026-05-09 09:15:56",
            "title": "Claude Code之父重磅访谈：不写一行代码，手机指挥上千Agent干活",
            "desc": "未来的软件世界没有一行代码，只有无数个精准表达的想法在云端永不休眠地运转。",
            "url": "https://www.51cto.com/article/842726.html",
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        },
        {
            "index": 16,
            "time": "2026-05-09 09:15:32",
            "title": "GPT-5.5 发布最新 Prompting Guide，你现在的Prompt可能在帮倒忙",
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        },
        {
            "index": 17,
            "time": "2026-05-09 09:13:17",
            "title": "比肩Z-Image！手机上实时图像生成、编辑模型！字节开源",
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            "imgsrc": "https://s2.51cto.com/oss/202605/09/647fe3919c50357de9938997e8183bafc889ef.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 18,
            "time": "2026-05-09 09:11:35",
            "title": "小米二面：Redis为什么能支撑十万+ QPS？",
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            "url": "https://www.51cto.com/article/842723.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/f25f2cd25d1b593ea458946fcf50ca693611d2.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 19,
            "time": "2026-05-09 09:11:04",
            "title": "Anthropic联创：最快2028年，60%概率AI将学会自己研发下一代AI",
            "desc": "Jack Clark完全基于公开可查的资料预测，最迟到2028年底，AI有超过60%的概率能够完全摆脱人类干预，自主研发出下一代更聪明的系统。",
            "url": "https://www.51cto.com/article/842722.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/288e6823353ab5eb45a910d46c6d67b80e4c46.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 20,
            "time": "2026-05-09 09:10:00",
            "title": "最新！英伟达Jim Fan预判机器人物理AI将迎大突破：直接抄LLM作业，答案就在视频模型",
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            "url": "https://www.51cto.com/article/842719.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/09b908c30f0dbf857244152444bc3784f899ca.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 21,
            "time": "2026-05-09 09:09:38",
            "title": "爽爆了！Claude Code必安装的十个skills！",
            "desc": "Skills，你可以理解为Claude Code 的可复用能力扩展模块。每个 skill 本质上是一组预先编写好的指令（prompts）和工具调用策略，封装了特定领域的操作流程和最佳实践。",
            "url": "https://www.51cto.com/article/842721.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/96facbe835b2e511e2f181f72e9b08cae62f63.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 22,
            "time": "2026-05-09 09:09:25",
            "title": "从 Copy Fail 到 Dirty Frag：Linux 内核「页缓存写」漏洞类的连环披露",
            "desc": "Copy Fail 和 Dirty Frag 的同周披露不是巧合，但也不是同一团队协调的产物。两条线独立行进，最后撞到一起。",
            "url": "https://www.51cto.com/article/842720.html",
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        },
        {
            "index": 23,
            "time": "2026-05-09 09:08:00",
            "title": "奥特曼最险一战：前女CTO当庭翻脸，OpenAI权斗彻底打到台前",
            "desc": "这场Musk v. 奥特曼审判，正在把OpenAI最不想公开的内部裂痕一次性摊开：前CTO Mira Murati作证称奥特曼曾在模型安全审批上误导她，还长期制造高管间的「混乱与不信任」。核心看点不只是八卦，而是OpenAI到底是怎样从「非营利理想」一步步走到今天的权力与利益之争，这会直接影响外界对OpenAI、治理、AI安全和公司合法性的判断。",
            "url": "https://www.51cto.com/article/842714.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/c9a23c32267cba657c9007fdd9e4f7096b1440.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 24,
            "time": "2026-05-09 09:07:00",
            "title": "xAI解散，但Grok还没死！马斯克声称新模型正在训练",
            "desc": "5月6日马斯克官宣xAI解散，并入SpaceX，更名SpaceXAI。一天后，他把Colossus 1全部算力送给Claude。再一天后，5月8日早晨，他发推反驳社区里的Grok死亡论，强调Colossus 2正在同时训练多款新Grok。三天里他说了三件事：xAI这家公司解散，Colossus 1的Hopper老卡折现了，但Grok没死。",
            "url": "https://www.51cto.com/article/842708.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/f5555d10214107c8d84998611f4aa5d5b4002d.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 25,
            "time": "2026-05-09 09:05:00",
            "title": "Anthropic最危险路线图曝光：无限记忆、多智能体! 硅谷AI终局仅剩双雄决顶",
            "desc": "就在昨天，全球AI四极格局一夜崩塌！xAI解散、22万张GPU归入Anthropic，下一代模型三大方向也曝光了。今天，Anthropic研究院成立，AI 2027的许多预言已经成真——AI终局战，已经刺刀见红。",
            "url": "https://www.51cto.com/article/842707.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/6420f3d18499632e3ba76145c5fb381a6e090d.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 26,
            "time": "2026-05-09 09:04:13",
            "title": "Google 开源了一个14900 Star 项目，让 AI Agent 碰数据库不再是定时炸弹",
            "desc": "Google 上周开源了一个叫 MCP Toolbox for Databases 的项目，GitHub 14,901 星，今日飙升榜第一。它专门解决这个问题：AI Agent 怎么碰数据库才不出事。项目地址：googleapis/mcp-toolbox。",
            "url": "https://www.51cto.com/article/842709.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/b7cdfde42b5e74292266012979bc5a4172f3bb.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 27,
            "time": "2026-05-09 09:03:00",
            "title": "CVPR 2026 Highlight | 清华打破多模态音频生成的「通才困境」：Omni2Sound 音频基础模型开源！",
            "desc": "随着研究的深入，业界发现了一个极具挑战的「通才困境」——旨在处理多任务的统一模型，在各项子任务上的性能表现，往往不及专门针对单一任务优化的专家模型。由清华大学与 Monash University 联合提出的 Omni2Sound，正是对这一痛点的系统性破局。",
            "url": "https://www.51cto.com/article/842704.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/f70807e41a2c822e92a9039072c191af5a1483.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 28,
            "time": "2026-05-09 09:00:00",
            "title": "OpenAI官方CLI上线，跟复杂的SDK说拜拜",
            "desc": "OpenAI 推出官方 CLI，本质上是将其 API 能力向操作系统的底层「下沉」。",
            "url": "https://www.51cto.com/article/842700.html",
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        },
        {
            "index": 29,
            "time": "2026-05-09 08:58:00",
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            "desc": "来自英伟达 Cosmos Lab 与普渡大学的研究者提出了 Scenethesis（ICLR 2026）。",
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        {
            "index": 30,
            "time": "2026-05-09 08:57:00",
            "title": "破案了！为啥ChatGPT老想着「稳稳地接住你」",
            "desc": "当下以 ChatGPT 的「我会稳稳接住你。」为代表的大模型「语言抽风行为」其实是有专门的学术解释的。",
            "url": "https://www.51cto.com/article/842696.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/91913fe83fa9948bc9a066f04ce348a0e7b373.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 31,
            "time": "2026-05-09 08:55:32",
            "title": "梁文锋自掏200亿？DeepSeek被曝500亿天价融资",
            "desc": "今天，DeepSeek被曝首轮500亿融资，CEO梁文锋或亲自领投200亿。与此同时，下一代V4.1或定档6月，多模态+MCP全量上线。",
            "url": "https://www.51cto.com/article/842705.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/58af0f689514193666e7475acce92d687d1ee3.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 32,
            "time": "2026-05-09 08:55:00",
            "title": "CVPR 2026 Highlight｜让AI像电影人一样「看」视频，8B小模型反超GPT-5与Gemini-3.1-Pro",
            "desc": "近日，由 CMU 联合哈佛大学组成的研究团队推出了 CHAI（Critique-based Human-AI Oversight），一整套从「标注体系」「可扩展监督」到「后训练方法」再到「视频生成」的完整方案。该工作已被 CVPR 2026 接收为 Highlight 论文（Top 3%）。",
            "url": "https://www.51cto.com/article/842694.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/e3245c4088e795f1e81479cb4b01ebf33ae54a.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 33,
            "time": "2026-05-09 08:53:00",
            "title": "CVPR冠军代码开源！小米SVOR破解视频消除三大“顽疾”，连人带影一键抹除",
            "desc": "团队提出了SVOR(Stable Video Object Removal)框架，专门针对这三类“不完美条件”设计了对应的解决方案。",
            "url": "https://www.51cto.com/article/842691.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/5102ddc435625ee5ce0765eeb0c304c42c9d19.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 34,
            "time": "2026-05-09 08:52:20",
            "title": "国内也可以使用Claude Code啦，Claude Code的安装和使用",
            "desc": "本文田螺哥就带大家从零开始，在本机安装和使用Claude Code哈。因为Claude Code收费贵、国内使用容易封号、访问不稳定。因此，安装好Claude Code后，通过CC switch配置国内模型，使大家在国内网络环境也可以使用正常使用Claude Code哈。",
            "url": "https://www.51cto.com/article/842703.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/e2e76c683f86c4b95fa928dea5fae7cc14f15c.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 35,
            "time": "2026-05-09 08:51:08",
            "title": "从 C# 调用 Java 的五种方法：实战对比与选型指南",
            "desc": "本文将系统分析五种主流的互操作方案，结合代码示例与性能数据，帮助你做出合理的技术决策。",
            "url": "https://www.51cto.com/article/842702.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/0751e5c63d6502cf63e473dd78f9f7641b74c5.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 36,
            "time": "2026-05-09 08:50:00",
            "title": "Anthropic出手！AI的内心独白，曝光了",
            "desc": "Anthropic发布并开源了一项新研究——Natural Language Autoencoders（自然语言自编码器，简称NLA），第一次让人类能够读懂大模型的真实想法。",
            "url": "https://www.51cto.com/article/842690.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/186e91477895b32d4f74718abca86ca3a89d0e.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 37,
            "time": "2026-05-09 08:49:03",
            "title": "AI 找漏洞，别靠堆指令：一个更聪明的做法",
            "desc": "信息过载是这个时代每个人都面临的挑战。我们不缺信息源，缺的是一种高效的信息处理方式。对安全审计来说，道理是一样的——我们不缺代码，缺的是让AI聚焦在正确方向上的方法。",
            "url": "https://www.51cto.com/article/842701.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/b24aaef044ba269f68904238ec8b5625db3716.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 38,
            "time": "2026-05-09 08:47:16",
            "title": "马斯克解散xAI，22万张GPU全送给Claude，为了绞杀OpenAI他真拼了！",
            "desc": "Anthropic拿着Claude捡了个天大的便宜。在OpenAI步步紧逼的当下，瞬间吃下孟菲斯那22万张GPU的海量真实算力。可以预见，Claude的代码能力和可用性马上就要迎来一波恐怖的跃升，曾经的“限流王者”现在彻底有了掀桌子的底气。",
            "url": "https://www.51cto.com/article/842699.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/64d70ee6361006618dd3925a65a1bfe3cc6daa.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 39,
            "time": "2026-05-09 08:40:23",
            "title": "你的服务器更新计划存在 CVE 盲区",
            "desc": "老旧服务器已无法支持新版VMware（包括VCF 9），Broadcom正强力推动用户升级。客户CTO的困境折射出当前企业普遍面临的困局：既无力承担换新成本，又无法及时获得替代设备。",
            "url": "https://www.51cto.com/article/842695.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/76aa41b77743a3092cf276e1018f69cf342f74.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 40,
            "time": "2026-05-09 08:34:42",
            "title": "跨过程语义补全：让漏洞检测真正“看懂”代码间的联系",
            "desc": "从跨过程语义补全到AI工具自身安全，再到LLM的确认偏见，这些研究揭示了一个共同趋势：漏洞检测的突破点，不只在于更大的模型，而在于更“完整”的程序语义理解和更清醒的信任模型。",
            "url": "https://www.51cto.com/article/842692.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/b75a4e20588280d5ca349277544fda44364d43.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 41,
            "time": "2026-05-09 08:25:32",
            "title": "Claude这八招，ChatGPT真没有",
            "desc": "如果你要画图、查实时信息、做通用问答，ChatGPT 很适合。 如果你要分析大量文件、搭可交互原型、做项目知识库、让 AI 进入 Slack 工作流，Claude 会更顺手。",
            "url": "https://www.51cto.com/article/842689.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/32d9d21974ee322773a644b6de5ec945bfdedc.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 42,
            "time": "2026-05-09 08:24:26",
            "title": "BLE 通知双子星：Notify vs Indicate — 不是“差不多”，而是“各司其职”",
            "desc": "notify 是快递小哥扔完包裹就骑车走人；indicate 是顺丰师傅敲门、等你签收、再拍张照返图——不是谁更高级，而是谁该担责。",
            "url": "https://www.51cto.com/article/842688.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/83f5613898b2a2aec5c21150a9e95803858f6f.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 43,
            "time": "2026-05-09 08:06:36",
            "title": "深入 GDB 调试原理，拆解程序崩溃内核",
            "desc": "事实上，GDB 不只是简单的断点调试工具，更是窥探程序运行内核逻辑的核心利器。本文将深入拆解 GDB 底层调试原理，从程序堆栈、内存布局、调用栈机制出发，手把手解析程序崩溃的核心诱因，带你跳出表层调试思维。",
            "url": "https://www.51cto.com/article/842687.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/55cb36c18ed9cc1fa5039776ca52fd60e29fda.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 44,
            "time": "2026-05-09 07:56:56",
            "title": "LLM 输出到这步才算可靠：生产级输出验证与质量工程实战",
            "desc": "如果 LLM 对某个专业领域完全不了解，无论怎么重试，验证结果都可能无法通过。这时需要的是 RAG 或更精确的 prompt 设计，而不是更多的验证。",
            "url": "https://www.51cto.com/article/842685.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/9689b1e950ecac2b4a2232e18d8a4df4475dbf.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 45,
            "time": "2026-05-09 07:20:29",
            "title": "Redis之父下场，给DeepSeek V4单独造了一台推理引擎",
            "desc": "DeepSeek V4，已经开始逼着海外开发者为它修专属高速公路了。发布才两周，开源圈里，第一批V4原生基础设施已经冒了出来。而且，不是那种在现有框架上套一层壳的“小修小补”。",
            "url": "https://www.51cto.com/article/842683.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/09/a9c186c4213f67f9282477906dcba88fd7a6e4.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 46,
            "time": "2026-05-09 06:30:00",
            "title": "Linux 内核 Dirty Frag 本地提权漏洞影响主流发行版，可获取 root 权限",
            "desc": "作为Copy Fail漏洞（CVE-2026-31431，CVSS评分：7.8）的后续变种，该漏洞已于2026年4月30日报告给Linux内核维护团队。",
            "url": "https://www.51cto.com/article/842675.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/08/137d168723a48a8d45b0104c53e0df0131ebc5.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 47,
            "time": "2026-05-09 06:00:00",
            "title": "LASM：Agent 安全的七层攻击面",
            "desc": "当前研究高度集中在模型层和工具层，集中在即时攻击和单会话攻击；而真正更贴近真实 Agent 部署环境的那些高层、慢变量、跨会话风险，其实研究得远远不够。",
            "url": "https://www.51cto.com/article/842669.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/08/3916a1b21c93593cdec72502c88fab47b72bc9.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 48,
            "time": "2026-05-09 05:30:00",
            "title": "知名安全公司 Trellix 被勒索软件 RansomHouse 列上墙",
            "desc": "Trellix 官方声明承认「源代码仓库的一部分」遭未授权访问，已通知执法部门并启动外部取证调查；截至声明发布时，未发现源代码发布或分发流程受影响，也未发现源代码被利用。",
            "url": "https://www.51cto.com/article/842670.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/08/757e371329593f68ab98364389ce6c068bb647.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 49,
            "time": "2026-05-09 05:25:00",
            "title": "Linux 运维必学：systemctl 命令实操，开机自启一步到位",
            "desc": "本文从核心概念讲起，手把手带你吃透systemctl全量核心用法、服务配置文件编写、journalctl日志排查，搭配可直接复制的实操案例、实用技巧和避坑指南，新手跟着敲一遍就能完全掌握。",
            "url": "https://www.51cto.com/article/842679.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/08/c73e56e59b8f060f7c5481a881f57cc896d71a.jpg?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        },
        {
            "index": 50,
            "time": "2026-05-09 05:20:00",
            "title": "Redis 为什么快？这个问题，你能答到第几层",
            "desc": "后来做了mini-Redis项目，从零实现了Redis的核心模块，才真正搞明白：Redis的快，是多个设计决策叠在一起的结果，少任何一个都会打折扣。",
            "url": "https://www.51cto.com/article/842676.html",
            "imgsrc": "https://s2.51cto.com/oss/202605/08/171d88739ded704fb64985f0640c8c6f4b8be8.png?x-oss-process=image/format,jpg,image/resize,m_fixed,w_416,h_232"
        }
    ],
    "copyright": "鬼鬼API——聚合热搜榜"
}