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#Cursor

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10/5Mon
  2. Reddit · ClaudeCode / Codex / VibeCoding78

    Use CLAUDE.md plus a local MCP memory architecture to stop Claude Code from constantly needing corrections and burning through quota

    The author has open-sourced the Project Athena v9.9.9 kernel (MIT License), a local-first memory and governance framework built to solve the problems of Claude Code needing repeated corrections, sub-agents overstepping their bounds and modifying files, and losing state when it hits the quota limit mid-task.

    Why it matters: The author validated a CLAUDE.md slimming and local-memory approach across 1900 sessions, and provides a directory structure and verification rules you can reuse directly.

  3. Reddit · ClaudeCode / Codex / VibeCoding66

    Repowise 发布 Lens，用 Claude Code mods 展示每次编辑触及的文件

    开源工具 Repowise 发布 Lens，借助新的 Claude Code mods 在 Claude 工作时展示代码库索引。输入 /lens 可看到仓库地图，文件在 Claude 搜索、读取和编辑时高亮，编辑某文件时所有导入它的文件也会亮起，视频中 Django 的 query.py 一行注释点亮 12 个文件，conf/init.py 点亮约 248 个。

    Awaiting translation

  4. Reddit · ClaudeCode / Codex / VibeCoding71

    Claude Remote 开源：从手机在自家 PC 上启动 Claude Code 会话

    作者开源了 Claude Remote 插件，在手机上打开 PWA 选择项目文件夹，就能在自家 PC 上以该文件夹启动 Claude Code 会话，并加载本机 profile 里的 hooks、skills 和 CLAUDE.md，会话通过 --remote-control 出现在 Claude 应用的 Code 标签页中，STOP 可结束会话。

    Awaiting translation

  6. Reddit · ClaudeCode / Codex / VibeCoding22

    开发者用 Claude Code mods API 做了个德语闪卡插件，把智能体等待时间变成复习时间

    开发者发布免费 MIT 插件 deutsch-loop，在 Claude Code 单轮运行超过 12 秒且德语错题到期时，于提示框上方弹出情景卡片，可用 `/nochmal` 边等边作答。卡片和判分各调用一次 Sonnet，状态栏与面板不调用模型；配套 Skill 也能在 Codex 运行，插件依赖 Claude Code 的 mods API（早期访问，测试于 2.1.286）。

    Awaiting translation

  10. Reddit · ClaudeCode / Codex / VibeCoding22

    Codex Pro 20x quota shrinks, and now there's a vague "preview limit" too?

    A Codex Pro 20x subscriber reports that after the quota change, their 20x was effectively cut to 10x, and their always-on assistant, dot, even stopped working overnight because of a "preview limit." dot later couldn't say how big that quota was, how often it resets, or whether it shares a pool with the Codex quota—it didn't even give a retry time with a time zone. The user wants a clear limit, a visible usage meter, and a warning before the cutoff, and is asking whether anyone has found official docs for this restriction.

  11. Reddit · ClaudeCode / Codex / VibeCoding15

    A user says Claude Code ground to a halt after hitting its daily usage limit: without it, development can no longer continue.

    One developer says Claude Code has a daily budget cap of $100. While rushing to finish a feature one day, he hit a prompt reading “daily usage limit reached, resets at xx:xx tomorrow,” and immediately thought, “If I can’t use Claude Code, I’ll just stop working.” He says he no longer keeps debugging, testing, and fixing things the way he used to, and worries whether this dependency could ruin his career.

  12. Reddit · ClaudeCode / Codex / VibeCoding22

    用 AI 做钓鱼游戏第 10 周：免费试玩 demo 上线 itch

    用 AI 开发钓鱼游戏进入第 10 周，作者在 itch 发布了免费测试 demo，可下载试玩并反馈，Steam 版本还要再等几周。本周主要做发布前打磨：船体泡沫从水面贴图改为真实模拟波浪、港口树木与光照等画面升级、风暴巨浪机制重做，并修复若干 bug。

    Awaiting translation

  13. DEV Community · Claude Code74

    Claude Code mods 并未被沙箱隔离，作者拆解两层沙箱含义并给出安装检查清单

    Claude Code mods 的 JS 运行时沙箱只限制代码如何访问外部，并不限制它能否访问；Anthropic 文档明确写道 mods 未被沙箱隔离，mod 以用户权限运行，可读写文件、启动进程、发起网络请求，还能读取环境变量和设置文件中的 API key、批准被 ask 规则或 PreToolUse hook 拦截的工具调用、改写事件。

    Awaiting translation

  21. Reddit · ClaudeCode / Codex / VibeCoding22

    Sol 6.1 被曝在 /goal 中反复重复已完成内容

    有用户反馈 Sol 6.1 在 /goal 会话中每轮都会重复此前已回答的内容，即使在 AGENTS.md 中写入禁止重复的指令后，Sol 6.1 仍会一边重复这条指令本身、一边继续重复其他已完成任务。该用户称这一现象在 6.1 之前就已存在，且 Sol 6.1 自己承认 AGENTS.md 指令并非硬性执行机制，写进去不等于会被遵守。

    Awaiting translation

  23. DEV Community · MCP17

    为什么 AI 写的代码到第 20 条消息就崩：9xChat 想用项目感知工作区解决“Vibe Coding”陷阱

    针对 GPT-4、Claude 3.5 等 LLM 在多轮对话中出现的上下文遗忘和迎合用户（sycophancy）问题，123sudo 推出项目感知工作区 9xChat，将 AI 锚定到本地项目文件而非脆弱的聊天历史，并支持在同一窗口并排运行 GPT-4 与 Claude 3.5 互相写码和审查，上下文保留在本地且不用于训练。

    Awaiting translation

10/4Sun
  1. DEV Community · Claude Code66

    Claude 桌面端定时任务卡在审批三天未执行，作者改用终端 cron 恢复晨间更新

    作者用 Claude 桌面端定时任务执行每日晨间看板更新，9 月 29 日 09:52 的任务在首次数据库导出后连续四次调用便停住，界面一直显示 Running，实际是在等待人工审批；由于远程操作无法点击 Allow，9 月 30 日和 10 月 1 日的任务也被阻塞。

    Awaiting translation

  3. DEV Community · AI Coding26

    2026 年 7 款最佳 GitHub Copilot 替代品实测：免费额度与价格对比

    2026 年 10 月的实测对比显示，Cursor 以 4.4 分成为多数开发者的最佳 GitHub Copilot 替代品，Hobby 免费、Pro 每月 20 美元；Zed AI 和 Continue 在免费额度上最强，Claude Code 智能体得分最高（5.0）但无免费层。GitHub Copilot 仍以每月 10 美元的 Pro 席位守住性价比基线，其免费层仅支持自动模型选择。

    Awaiting translation

  4. Habr · Cursor22

    Cursor 如何取代我的 Stack Overflow、加速调试并让我重拾业余项目

    一位开发者在公司要求学习 Cursor 后，用它几分钟内生成 Django 网店模板、视图和 URL，并完成爬虫、入库与分析等原本耗时数小时甚至数天的任务。他把 Cursor 用于 OfferIntel、股票 RAG 和 Author.Today 阅读统计三个业余项目，认为 AI 没有取代他，而是消除重复劳动，部分场景开发速度提升数十倍。

    Awaiting translation

  5. DEV Community · Cursor76

    Cursor ships Composer 2, and the API response strings give away its undisclosed Kimi K2.5 base

    On March 20, 2026, developer Fynn was debugging Cursor's OpenAI-compatible endpoint when the returned model ID came back as accounts/anysphere/models/kimi-k2p5-rl-0317-s515-fast — evidence that Composer 2 was post-trained with reinforcement learning on top of Moonshot AI's Kimi K2.5. The tweet hit 44.4 views within a day.

    Why it matters: One API debugging session ties together Cursor's undisclosed Kimi base, the licensing attribution dispute, and the cost landscape for Chinese versus U.S. models — a look at how the industry handles disclosure.

  8. 宝玉82

    Drawing on a podcast episode, Baoyu walks through how Lauren Tan, who works on Grok Bot at SpaceXAI, merged 2500 PRs in a single month: at night she lets the AI check and merge on its own, then spot-checks the next morning instead of reviewing each one.

    Quotedlauren@poteto

    i had a lot of fun chatting with @mattpocockuk today about how i was able to land 2,500 PRs last month! Matt is a wonderful interviewer so i think the interview turned out really interesting both of our skill plugins work great together, so i recommend giving both a try and picking the best skills that suit your workflow https://www.youtube.com/watch?v=MN9dGgmLyso

    Why it matters: Using Lauren Tan's practice of merging 2500 PRs in a month, Baoyu explains that skipping individual reviews rests on validation Skills and rule constraints, and lays out the conditions under which he'd apply the same approach.

10/3Sat