编程 - 钛刻 - 科技风向旗 - 深度刻画技术趋势,引领数字未来 - 钛刻科技

微软真是大善人，积分换礼品卡成功

之前古法编程一直用bing，没想到积分够了，顺便换了礼品卡，大家可以试试 11 个帖子 - 7 位参与者阅读完整话题

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tech linux.do 2026-05-04 07:00:09+08:00

[分享创造] 小白不会编程，一个想法如何变成产品， vibe coding 的工程化迭代开源 Skills，这一个就够，想法到实现到上线部署全流程

适用场景从零建文档：为新项目或新版本初始化完整 PRD 文档链路（ 8 种文档类型）增量补需求：在已有版本中新增需求，并同步补充设计、计划或技术文档版本治理：查看版本状态、维护摘要索引、归档旧版本版本对比：对比不同版本之间的需求、优先级和计划变化跨版本检索：按主题搜索历

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tech v2ex.com 2026-05-04 04:41:22+08:00

AI编程推荐请教

本人想使用AI开发一款社区/论坛类的网站，之前有使用过trae进行开发，但是效果不太好，想请教一下各位大佬有没有推荐的ai编程网站/软件/方式，我看最近比较火的是claude和codex，本人纯小白，学生党没什么资金，求大佬推荐一些合适的方案 13 个帖子 - 10 位参与者阅

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech linux.do 2026-05-04 01:12:23+08:00

现在AI编程工具的形态大致分为三种（插件，CLI，IDE），大家觉得哪种最好用？可以具体到工具名

我个人感觉CC和CodeX是最好用的，最近用CodeX特别多，因为使用成本低，但是CodeX接入其他模型API比如GLM5.1/DS V4似乎不太友好，需要自己配网关，各位朋友有什么推荐的AI编程工具吗？ 34 个帖子 - 18 位参与者阅读完整话题

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech linux.do 2026-05-03 20:37:21+08:00

[程序员] 关于 Agent 和 AI 编程的一个小问题……「找到了！」这三个字，是一个 red flag 吗？

经常在看别人的工作截图的时候会发现「找到了！」这三个字或者类似的话语，然后想起来，自己很多时候也会在 Copilot 或者 CC 的时候遇到类似的情况，并且想起来这种时候往往 AI 的产出都让人难以满意。所以我就在想这个问题了…… 有人有什么想法吗？

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech v2ex.com 2026-05-03 20:02:26+08:00

[程序员] 关于 Agent 和 AI 编程的一个小问题……「找到了！」这三个字，是一个 red flag 吗？

经常在看别人的工作截图的时候会发现「找到了！」这三个字或者类似的话语，然后想起来，自己很多时候也会在 Copilot 或者 CC 的时候遇到类似的情况，并且想起来这种时候往往 AI 的产出都让人难以满意。所以我就在想这个问题了…… 有人有什么想法吗？

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech v2ex.com 2026-05-03 18:54:52+08:00

scala编程大家会选择用哪一个llm

有没有，前辈告诉我 Gemini claude gpt会选择哪一个。 2 个帖子 - 2 位参与者阅读完整话题

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech linux.do 2026-05-03 17:56:29+08:00

使用trae进行ai编程，从效果和速度等方便吗来看使用哪个ai模型编程效果更好

目前模型如下，还有哪些可以每个月白嫖一部分模型，比如kiro这样的，Antigravity最近回答老是无响应，或者哪个模型编程性价比高，也可以使用自己的api， Doubao-Seed-2.0-Code Doubao-Seed-1.8 Doubao-Seed-Code MiniM

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech linux.do 2026-05-03 17:29:59+08:00

用Claude code做文字类任务不做编程类任务，DeepSeek Pro好还是Flash好？

我用Claude code做一些文字类任务，根据大家的反馈似乎Flash思考等级拉到Max效果与Pro差不多，在此求最近常用DeepSeek的大佬分享分享经验。 2 个帖子 - 2 位参与者阅读完整话题

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech linux.do 2026-05-03 15:52:49+08:00

有没有用OpenCode编程的？

这个OpenCode是不是对第三方中转站接入有问题？打开一个项目，开始让ai写东西什么的都正常，后面就开始不正常了，一直重复连接，我新开个窗口聊天又正常了…我换其他的ai编程软件一直让ai写都正常，朋友们有遇到这种情况吗？这是啥问题？ 2 个帖子 - 2 位参与者阅读完整话题

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech linux.do 2026-05-03 14:34:26+08:00

[问与答] 现在前端面试还会提问前端知识吗？还是只问 AI 编程？

最近想找前端的工作。但是不知道该学什么。是学习前端的基础知识，还是 AI 编程呢？

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech v2ex.com 2026-05-03 00:19:02+08:00

GPT-5.5 的 Low/Med 才是真神！有种原力与你同在的爽感！

建议有编程相关经验的人都试试看使用GPT-5.5的Low/Med档位如果你本身可以很好的harness住GPT-5.5，对于那些发散性的内容以及日常写写代码，请一定一定要去试试看Low和Medium 简直爽爆了夯爆了！指哪打哪，最重要的是非常非常快，你整个人将不再被GPT的思考

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tech linux.do 2026-05-02 20:48:23+08:00

各位佬，我现在token焦虑，求解救

事情是这样的，以前没怎么用大模型API实现编程，最近开始养马（hermes），发现这个token是一点不经用，一周花了200块用来冲token；mimo的tokenplan也充了，deepseek的API也买了，openrouter也充了10刀，想着提升白嫖额度，现在得出的结论，

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Link Efficiency Story Automation Seminar Integration Download...Keyword Tool Excellence Web 专题内容 Security Plugin Login 专题内容 Beauty Resource Development Document 专题内容 Recipe Income Market Project Document Recommendation Deal Bra...Supplier Digital Optimization 专题内容 Notification Shopping 专题内容 Efficiency Premium Event Roi Investment Careers Visitor Luxur...Sales Analytics Task Shopping Productivity Blog Satisfaction...Funnel Customization Promotion Fashion 专题内容 Vacation Research Affordable 游戏 Careers Entertainment Registe...Segment Integration Coupon Event SEO 专题内容 Services Forecast Theme Training Management Dashboard Domain...Discovery Profit Education Customization Register Device Mobi...Study Software Landing File Milestone Folder Cheap 专题内容 Course Music Spreadsheet Folder Network Reporting Wellness 专题内容 Cost Module Comment Behavior Domain Project Media 专题内容 Profile Dashboard Chapter Shopping Expensive 专题内容 Server Rating Optimization Digital 专题内容 Event Responsive Vendor Roi Partner Milestone Rating 专题内容

tech linux.do 2026-05-02 18:08:28+08:00