{"date":"2026-10-18","summary":["DeepSeek 发布 V4.1-Flash-1017：更快、输出更短，Terminal-Bench 4.0 从 31.2 升到 42.3，权重 MIT 开源；实测多认为强于 GPT、仍逊 Opus 5.5，也有人很失望。","DeepSeek 上线原生搜索/抓取 API：成功请求每千次 ¥5、失败免费，11 月 1 日起收费；WorkBuddy 10 月 31 日前免费送 1017。","Codex 额度 Day 13 再次重置，小道消息称还要连续重置 15 天；Gorden Sun 实测 Devin Max 的 Opus 额度比 Claude Pro 还少约 20%。","Claude Code 团队公开审代码方法（约九成代码由 AI 写，回滚率降四成多）；OpenCode 遭入侵影响 1.4% Console 用户，另有帖子专门钓 AI agent 的 API key。","工具与开源：REA 社区作品墙、JetBrains 开源 Pi 桌面端 ThinkRail、Magpie 网关自建“专属 OpenRouter”、本地多模态搜索。","出海金融：+852 号码 84 家平台收码实测、汇丰香港可登记转汇丰中国、ITIN 用户 C1 卡大面积风控。"],"noise":"略过 1shareShare1 体育/社会新闻日英双语刷屏（约 50 条）、elonmusk 政治类转发与无信息回复、大量“传送门”空链和短回复、个人情绪帖、咨询付费广告与显卡带货。","created_at":"2026-10-18T00:07:42.632Z","cards":[{"id":"2026-10-18-ba8921d9","idx":0,"topic":"DeepSeek V4.1-Flash-1017","title":"DeepSeek 发布 V4.1-Flash-1017：整体能力大幅提升，任务更快、输出更短","author":"歸藏(guizang.ai)","handle":"op7418","text_zh":"op7418：DeepSeek 发布 V4.1 Flash 1017，自家 DeepSeek SWE V1.1 测评图“完爆所有模型”（有点离谱）；同时缩短任务运行时间和输出长度、降成本，并着重强调能从零完成整个项目开发。","images":["/img/9755c45c8fabc0174513.jpg","/img/4f366a62566f736e0941.jpg","/img/c4df6ea82c848b38bfd1.jpg","/img/89761ed6977d369aaa08.jpg"],"orig_url":"https://x.com/op7418/status/2111380782174683300","tags":["头条"]},{"id":"2026-10-18-f7604905","idx":1,"topic":"DeepSeek V4.1-Flash-1017","title":"dotey 汇总：V4.1-Flash-1017 官网和 App 已换新；联网搜索 API 每千次 5 元，11 月 1 日起收费","author":"宝玉","handle":"dotey","text_zh":"dotey：1017 指 10 月 17 日；官方称测试分数更高、完成任务更快、输出更短（更省 token）；联网搜索 API 每千次 5 元，11 月 1 日起开始收费。","images":[],"orig_url":"https://x.com/dotey/status/2111487902869832182","tags":[]},{"id":"2026-10-18-93eab32e","idx":2,"topic":"DeepSeek V4.1-Flash-1017","title":"小墨实测：Terminal-Bench 4.0 从 31.2 涨到 42.3，DeepSWE 77.0","author":"小墨同学","handle":"xiaomovps","text_zh":"xiaomovps：网页端、App、API 都换上新模型，官方说是小更新但跑分涨得猛：Terminal-Bench 4.0（Claude Code 框架测）31.2→42.3，高于 GPT-5.6 Sol 与 GLM-5.3；DeepSWE 77.0。","images":["/img/77d55568b4ed02b934bf.jpg","/img/f7d51c08f75e1a4ca6de.jpg"],"orig_url":"https://x.com/xiaomovps/status/2111407733702537318","tags":[]},{"id":"2026-10-18-4ea96dbe","idx":3,"topic":"DeepSeek V4.1-Flash-1017","title":"geekbb：多个专项基准超过 GPT-5.6-Sol，综合推理与高难编程仍是 Claude Opus 领先","author":"Geek","handle":"geekbb","text_zh":"geekbb：相比上一版在编程、终端操作、Agent 执行和复杂任务上提升明显；附 4 张基准对比图。","images":["/img/641eaa3b04e34aed85ea.png","/img/94c653e28aaccd4c484d.png","/img/1f5211ea74c91d4ede60.png","/img/b239ffbbde1f10912b98.png"],"orig_url":"https://x.com/geekbb/status/2111382679954592037","tags":[]},{"id":"2026-10-18-6c2debc8","idx":4,"topic":"DeepSeek V4.1-Flash-1017","title":"岚叔补充参数：552B 主干 + 196B Engram 记忆参数，1M 上下文，MIT 开源权重","author":"岚叔","handle":"LufzzLiz","text_zh":"LufzzLiz：沿用 V4.1 Flash 架构，输入时每 token 激活约 8B、输出时约 16B；公开权重约 510GB；支持文字+图片输入、最高 384K 输出，代码和权重 MIT 许可。","images":[],"orig_url":"https://x.com/LufzzLiz/status/2111381023300919339","tags":[]},{"id":"2026-10-18-9f520c37","idx":5,"topic":"DeepSeek V4.1-Flash-1017","title":"小道消息：DeepSeek 爱发“带日期小版本”是因为监管备案","author":"XODUD","handle":"xodud_rkd","text_zh":"xodud_rkd 称：v4.1 获批后发布 v4.1-{日期} 这类子版本不需要额外审批，但发 v4.2 这种新版本要重新拿批文，所以 DeepSeek 喜欢这么发。（个人说法，未核实）","images":[],"orig_url":"https://x.com/xodud_rkd/status/2111464116154180086","tags":["精选"]},{"id":"2026-10-18-0b52eddd","idx":6,"topic":"DeepSeek V4.1-Flash-1017","title":"余温实测：动效视频比 GPT 好、比 Claude 差点；229 tok/s、缓存命中 99%","author":"余温","handle":"gkxspace","text_zh":"gkxspace：用之前测 Opus 5.5 和 GPT-6.1 Sol 的动效提示词测试，效果“和 Claude 比差点，但比 GPT 好”；截图显示 229 tok/s、99% 缓存命中率。","images":["/img/f585b7d2e057475fb279.png","/img/a5d8380d798df85496ed.jpg","/img/3a55a9b1221496a3e57f.jpg","/img/69245981725f9874e348.jpg"],"orig_url":"https://x.com/gkxspace/status/2111429026514616472","tags":["视频"]},{"id":"2026-10-18-e37c08a4","idx":7,"topic":"DeepSeek V4.1-Flash-1017","title":"歸藏：用给 Opus 5.5 写的游戏特效提示词测 1017，细节创造性差不少但能用","author":"歸藏(guizang.ai)","handle":"op7418","text_zh":"op7418：同一套游戏特效提示词，细节和创造性上和 Opus 5.5 还有不少差距，但已经能用。","images":["/img/59aeb6ad4ecaa5f36bea.jpg"],"orig_url":"https://x.com/op7418/status/2111427699520749951","tags":["视频"]},{"id":"2026-10-18-476db148","idx":8,"topic":"DeepSeek V4.1-Flash-1017","title":"WY 盲测：同一视频工作流，DeepSeek 30 分钟花 ¥1，Opus 10 分钟用掉 5X 订阅 5 小时额度的 2%","author":"WY","handle":"akokoi1","text_zh":"akokoi1：把 1017 接入自己的视频生成工作流和 Opus 5.5 盲测，大部分人猜对（左 Opus 右 DeepSeek）；DeepSeek 在 DSH 中跑了 30 分钟、¥1，Opus 在 Claude Code 中 10 分钟。","images":["/img/152c9a23779c07acf7d8.jpg","/img/4a21e428df0a401bef7d.jpg"],"orig_url":"https://x.com/akokoi1/status/2111430769604546702","tags":["视频"]},{"id":"2026-10-18-0cea034e","idx":9,"topic":"DeepSeek V4.1-Flash-1017","title":"岚叔用 DeepSeek Harness + 1017 做出 SVG 相机，“说路由到 Sonnet 5.5 我都信”","author":"岚叔","handle":"LufzzLiz","text_zh":"LufzzLiz：用 DeepSeek harness 调最新模型做的 SVG 版相机，效果惊艳；另附模型对比图。","images":["/img/673f07a3b8509b025d43.jpg"],"orig_url":"https://x.com/LufzzLiz/status/2111394749093757107","tags":[]},{"id":"2026-10-18-67d12c69","idx":10,"topic":"DeepSeek V4.1-Flash-1017","title":"岚叔用 1017 复刻飞车游戏：6 轮对话、4 千万 token、几块钱，已部署上线可玩","author":"岚叔","handle":"LufzzLiz","text_zh":"LufzzLiz：用 DeepSeek V4.1 Flash 1017 复刻飞车游戏，只花 6 轮对话 4 千万 token，在线地址在评论区。","images":["/img/aaa749e4b63d48a67ecd.jpg"],"orig_url":"https://x.com/LufzzLiz/status/2111438155664818569","tags":["视频"]},{"id":"2026-10-18-ce21201d","idx":11,"topic":"DeepSeek V4.1-Flash-1017","title":"反面声音：Cyandev 对新模型很失望，几十轮没搞定的任务 GPT-6.1 Sol 一轮搞定","author":"Cyandev","handle":"unixzii","text_zh":"unixzii：一个简单任务几十轮后还是不行，中途频繁无意义停下需手动继续；后来还吐槽自己白充了 100 元 API。","images":["/img/b7c7ad43e7ba74c8bc88.jpg"],"orig_url":"https://x.com/unixzii/status/2111515647264051441","tags":[]},{"id":"2026-10-18-60d647c8","idx":12,"topic":"DeepSeek 搜索 API / 免费额度","title":"DeepSeek 原生搜索与抓取 API 上线：成功请求 ¥5/千次，失败或无结果免费","author":"Lonely","handle":"Lonely__MH","text_zh":"Lonely__MH：自动过滤 SEO 垃圾和广告、直出干净 Markdown，接入门槛低，冲击 Tavily 等第三方联网服务。","images":["/img/43500486a4772de121e1.jpg","/img/06c9ce3338811ef67279.jpg","/img/ace540052ba5bc088d57.jpg"],"orig_url":"https://x.com/Lonely__MH/status/2111389976248365376","tags":["精选"]},{"id":"2026-10-18-8a799ea4","idx":13,"topic":"DeepSeek 搜索 API / 免费额度","title":"价格对比：DeepSeek 搜索约 $0.75/千次，Tavily Basic $8，Exa Auto $7；11 月 1 日前限免","author":"Lonely","handle":"Lonely__MH","text_zh":"Lonely__MH 的对比数据（他的说法），并称目前搜索 API 限免到 11 月 1 日。","images":["/img/eea09f76fe8129627f9f.jpg"],"orig_url":"https://x.com/Lonely__MH/status/2111412433860583492","tags":["视频"]},{"id":"2026-10-18-ad0bb8d3","idx":14,"topic":"DeepSeek 搜索 API / 免费额度","title":"MinLiBuilds：DeepSeek 开放搜索引擎 API，“可能是最便宜的搜索服务”","author":"实践哥 Li","handle":"MinLiBuilds","text_zh":"MinLiBuilds 估算按每天 5 亿次请求、每千次 5 元，可给 DeepSeek 带来约 250 万/天收入（他的推算，非官方）。","images":["/img/1babf91d0c9fbb0accce.jpg","/img/62b58df2240665b904ef.jpg"],"orig_url":"https://x.com/MinLiBuilds/status/2111385767557595280","tags":[]},{"id":"2026-10-18-d5588c24","idx":15,"topic":"DeepSeek 搜索 API / 免费额度","title":"WorkBuddy：10 月 31 日前 DeepSeek-V4.1-Flash-1017 免费","author":"Geek","handle":"geekbb","text_zh":"geekbb：国庆以来他用的 DeepSeek-V4.1-Flash 都是 WorkBuddy 免费送的，“谁免费我推谁”。","images":[],"orig_url":"https://x.com/geekbb/status/2111418825161998736","tags":[]},{"id":"2026-10-18-09ef3aca","idx":16,"topic":"DeepSeek 搜索 API / 免费额度","title":"aehyok：海外版 WorkBuddy 的 1017 每天免费额度“应该是一亿 token”，免费到月底","author":"AI少年","handle":"aehyok","text_zh":"aehyok 实测估计（原文用“应该是”），并称新版专门为 WorkBuddy 优化；附海外版下载地址。","images":["/img/a0cda4137940a80cdf76.jpg"],"orig_url":"https://x.com/aehyok/status/2111390034217611456","tags":[]},{"id":"2026-10-18-177c6fde","idx":17,"topic":"Codex / Claude / 额度","title":"Tibo：Codex 额度 Day 13 再次重置","author":"Tibo","handle":"thsottiaux","text_zh":"thsottiaux 发“Day 13 / Le limit reset”，继续每日重置额度。","images":["/img/2f7b12bd6d473711d5d8.jpg"],"orig_url":"https://x.com/thsottiaux/status/2111492673890824348","tags":["精选"]},{"id":"2026-10-18-724b0ac2","idx":18,"topic":"Codex / Claude / 额度","title":"野道消息：Tibo 接下来要连续重置 15 天","author":"Lonely","handle":"Lonely__MH","text_zh":"Lonely__MH 转述的小道消息（未证实），称“进入一级战备状态”。","images":["/img/1a9ed57bb5a86799dd15.jpg"],"orig_url":"https://x.com/Lonely__MH/status/2111499244259676510","tags":[]},{"id":"2026-10-18-aaf913ff","idx":19,"topic":"Codex / Claude / 额度","title":"MinLiBuilds：周日果然重置，预计在北京时间 10–12 点","author":"实践哥 Li","handle":"MinLiBuilds","text_zh":"MinLiBuilds 判断另一轮重置在北京时间周日 10–12 点左右，建议“睡前挂一个 loop，早上起来收菜”；也吐槽“现在只能用重置吸引注意力了”。","images":["/img/1a634102e8a8e2fa98c4.jpg"],"orig_url":"https://x.com/MinLiBuilds/status/2111494944989000156","tags":[]},{"id":"2026-10-18-c96d0789","idx":20,"topic":"Codex / Claude / 额度","title":"Gorden Sun 实测：$200 的 Devin Max 会员，Opus 5.5 额度比 $20 的 Claude Pro 还少约 20%","author":"Gorden Sun","handle":"Gorden_Sun","text_zh":"Gorden_Sun 的个人实测结论。","images":[],"orig_url":"https://x.com/Gorden_Sun/status/2111470614041243906","tags":[]},{"id":"2026-10-18-79a88002","idx":21,"topic":"Codex / Claude / 额度","title":"小墨分享 Claude 养号流程：注册用 muse IP、定时聊天 3–5 天、指纹浏览器固定 IP","author":"小墨同学","handle":"xiaomovps","text_zh":"xiaomovps：在“都说 Claude 封号”的背景下分享自己账号存活的做法（个人经验，有违规风险自行判断）。","images":["/img/2183b7a87d20b1dd16c9.jpg"],"orig_url":"https://x.com/xiaomovps/status/2111382710266532069","tags":[]},{"id":"2026-10-18-2a06fb07","idx":22,"topic":"Codex / Claude / 额度","title":"Tibo：两个 dot 智能体通过邮件协作，20 分钟帮他把报税材料交给会计","author":"Tibo","handle":"thsottiaux","text_zh":"thsottiaux：工作用的 dot 和个人 dot 互发邮件拿到文件，再和会计协调完成报税，“我们还很早期”。","images":[],"orig_url":"https://x.com/thsottiaux/status/2111495392559067199","tags":[]},{"id":"2026-10-18-9971865d","idx":23,"topic":"AI 编程方法 / 研究","title":"Claude Code 团队公开审代码做法：约九成代码由 Claude 写，合并量翻倍、回滚率降四成多","author":"宝玉","handle":"dotey","text_zh":"dotey 做的讲解视频：用“带洞奶酪片”比喻多层检查叠加，回答哪些修改还要人看、AI 如何审 AI 等五个问题。","images":["/img/ce387ba96df4dc4e2be0.jpg","/img/703b275184cc3c3dda59.jpg"],"orig_url":"https://x.com/dotey/status/2111384189656252712","tags":["视频","精选"]},{"id":"2026-10-18-4e7438ae","idx":24,"topic":"AI 编程方法 / 研究","title":"代码都由 AI 写之后，人类做什么？","author":"Gorden Sun","handle":"Gorden_Sun","text_zh":"Gorden_Sun 推荐文章要点：判断该不该做（产品品味）、把关高危代码（计费/自动更新/CI）、架构设计、审阅“证据”（测试输出、运行结果、UI 截图）而非代码本身。","images":[],"orig_url":"https://x.com/Gorden_Sun/status/2111472904148058121","tags":[]},{"id":"2026-10-18-32d1320c","idx":25,"topic":"AI 编程方法 / 研究","title":"铁锤人：好 skill 的条件——易触发、正文短","author":"铁锤人","handle":"lxfater","text_zh":"lxfater：用户电脑里动辄上百个 skill，正文太长会吃上下文让模型降智，要会设计结构、知道模型知识边界。","images":[],"orig_url":"https://x.com/lxfater/status/2111423678256955816","tags":[]},{"id":"2026-10-18-1191eac9","idx":26,"topic":"AI 编程方法 / 研究","title":"宝玉：Rust 大项目编译慢拖慢 agent 反馈，他只在核心组件用 Rust，其余回归 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