<![CDATA[CalEx_Tech的博客]]>

<![CDATA[CalEx_Tech的博客]]>https://blog.youkuaiyun.com/CalEx_Techzh-cnhttps://blog.youkuaiyun.com/<![CDATA[个人Claude Code账号连上国防部系统、Aoki木马专偷AI工具密钥：10月底四起事件接连曝光，你的代码和凭据到底去了哪]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/170191142https://blog.youkuaiyun.com/CalEx_Tech/article/details/170191142CalEx_TechFri, 06 Nov 2026 17:00:00 +0800<![CDATA[Stack Overflow 调查：AI 写的代码，熟悉领域 67% 敢用，陌生领域 56%]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/170190543https://blog.youkuaiyun.com/CalEx_Tech/article/details/170190543CalEx_TechFri, 06 Nov 2026 16:30:00 +0800<![CDATA[万亿参数权重开放下载、评测榜六成换私有题、编码客户被报九成折扣：模型越出越多，Java团队到底该信谁]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/170188334https://blog.youkuaiyun.com/CalEx_Tech/article/details/170188334CalEx_TechFri, 06 Nov 2026 15:30:00 +0800<![CDATA[22 小时不睡觉把 GPU 内核推到 508 TFLOPS，AA 指数却只有 44：Step-5-Preview 的 0.5× 买的是续航不是智商，那 42% 便宜只够多试 1.74 轮]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169458080https://blog.youkuaiyun.com/CalEx_Tech/article/details/169458080CalEx_TechFri, 06 Nov 2026 09:00:00 +0800<![CDATA[AI 编程提效多少？METR 自评快 20%，秒表慢 19%]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/170133313https://blog.youkuaiyun.com/CalEx_Tech/article/details/170133313CalEx_TechThu, 05 Nov 2026 17:00:00 +0800<![CDATA[TRAE宝把助理拆成两层、跨项目记忆告别重复「入职培训」：这道坎，Java工程的调用链过得去吗]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/170129427https://blog.youkuaiyun.com/CalEx_Tech/article/details/170129427CalEx_TechThu, 05 Nov 2026 16:30:00 +0800<![CDATA[Spring AI 2.1给工具调用装上「人工确认」、会话记忆支持分支隔离：企业Agent系上安全带，IDE这一侧该做什么]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/170128007https://blog.youkuaiyun.com/CalEx_Tech/article/details/170128007CalEx_TechThu, 05 Nov 2026 15:30:00 +0800<![CDATA[DeepSeek V4 四款模型写代码该选谁？算完 2.0×、1.0×、0.5× 这笔账，结论有点反常识]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169444394https://blog.youkuaiyun.com/CalEx_Tech/article/details/169444394CalEx_TechThu, 05 Nov 2026 09:00:00 +0800<![CDATA[Spring AI 2.1 给高危工具加了一道闸]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/170043651https://blog.youkuaiyun.com/CalEx_Tech/article/details/170043651CalEx_TechWed, 04 Nov 2026 16:18:57 +0800<![CDATA[OpenAI把编程工具打包成常驻助手dots、Greptile用GPT-6 Astra盯合并前的缺陷：AI开始全天候上班，Java工程师的工作流跟上了吗]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/170036266https://blog.youkuaiyun.com/CalEx_Tech/article/details/170036266CalEx_TechWed, 04 Nov 2026 15:30:00 +0800<![CDATA[MiniMax-M3 折后只剩 0.15×，是整张模型表里最便宜的一格——可它在官方榜上 59%、在别人的终端 harness 上只有 1.01%，这一格到底该派什么活]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169455959https://blog.youkuaiyun.com/CalEx_Tech/article/details/169455959CalEx_TechWed, 04 Nov 2026 09:00:00 +0800<![CDATA[Muse、Cue、dots、Grok Bot之后TRAE宝也来了：个人助理集体上岗，Java开发者该选通用的还是懂Java的]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169923222https://blog.youkuaiyun.com/CalEx_Tech/article/details/169923222CalEx_TechTue, 03 Nov 2026 16:30:00 +0800<![CDATA[JetBrains把IDE变成Agent调度台、Cursor云端大脑配本地手脚：多Agent并行成为标配，Java团队的上下文该怎么管]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169922760https://blog.youkuaiyun.com/CalEx_Tech/article/details/169922760CalEx_TechTue, 03 Nov 2026 15:30:00 +0800<![CDATA[Qwen3.8-Max 0.5× 对 Flash 0.15×，倍率只差 3.33 倍，官方价差却是 15 倍——这张表在补贴旗舰、溢价轻量，多数人恰好选反了]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169456565https://blog.youkuaiyun.com/CalEx_Tech/article/details/169456565CalEx_TechTue, 03 Nov 2026 08:30:00 +0800<![CDATA[Jakarta Agentic AI 1.0.0-M1 出了，Java 智能体有了标准写法]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169839934https://blog.youkuaiyun.com/CalEx_Tech/article/details/169839934CalEx_TechMon, 02 Nov 2026 14:25:41 +0800<![CDATA[一个指令，前后端同步开发：刚提完需求，两端代码一起落地的真实体验]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/168770072https://blog.youkuaiyun.com/CalEx_Tech/article/details/168770072CalEx_TechMon, 02 Nov 2026 09:01:59 +0800<![CDATA[一篇文章说清楚，模型该如何选]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169458608https://blog.youkuaiyun.com/CalEx_Tech/article/details/169458608CalEx_TechSun, 01 Nov 2026 10:00:00 +0800<![CDATA[给 IDEA 装个插件，让 AI 同时改前端和后端：Multi-Project Workspace 完整上手指南]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/168770028https://blog.youkuaiyun.com/CalEx_Tech/article/details/168770028CalEx_TechSat, 31 Oct 2026 10:00:00 +0800<![CDATA[132 个真实任务，AI 编程最高分 45.5%]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169544707https://blog.youkuaiyun.com/CalEx_Tech/article/details/169544707CalEx_TechFri, 30 Oct 2026 16:30:00 +0800<![CDATA[13万Star的Spec Kit把规格当唯一真相、Kiro强制先写spec：当AI不再听提示词，Java团队该怎么下指令]]>https://blog.youkuaiyun.com/CalEx_Tech/article/details/169540203https://blog.youkuaiyun.com/CalEx_Tech/article/details/169540203CalEx_TechFri, 30 Oct 2026 15:30:00 +0800