Odin - 钛刻 - 科技风向旗 - 深度刻画技术趋势,引领数字未来 - 第57页 - 钛刻科技

vibe coding久了，怎么提高自己的code review能力

今天在刷公司的开源项目，看到一个pr记录，有同学提了一个pr，下面维护的同学回复了几个可能导致的问题和风险，然后close pr了突然想到自己现在全靠vibe做开发，code review能力一点也没有，看代码还能看懂一些，但更细的一些逻辑bug就看不出来了，在开发的路上已经逐

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tech linux.do 2026-04-22 11:37:08+08:00

求推荐kimi-2.6渠道

个人使用,有没有便宜的平台,coding plan或者是订阅类型另外官方订阅用量有哪位佬知道吗 4 个帖子 - 4 位参与者阅读完整话题

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tech linux.do 2026-04-22 11:35:58+08:00

[程序员] 热烈欢迎火山 Coding Plan 加入 GLM5.1 Kimi2.6 MiniMax2.7 阵容

虽然火山的消耗有点快 TPS 有点低，但是这应该是众多 Coding Plan 中为数不多积极接入新模型的了吧？ Codingplan 说实话，你怕龙虾啥的薅 token ，你就做缓存上的费率倍数我觉得（因为 Coding 上的话，同一任务中命中缓存应该是常态所以花费反而不高），

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech v2ex.com 2026-04-22 11:28:38+08:00

累了，来几个摸鱼的佬友聊聊天，关于vibe coding进阶/ai学习

最早用ai写代码还是gpt3.5的时候网页问然后复制粘贴后来以cursor、augment、windsurf为代表的ai ide出现了，又跑去嫖cursor 再后来claude code和codex为代表的cli又出现了，又转向cli 这三个阶段，感觉自己看代码review越来

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech linux.do 2026-04-22 11:13:02+08:00

vibe coding思考，如何加快部署

我们公司正式环境（以下简称57）（深圳某国家单位服务器）是内网环境没网的，所以我们这边是通过109（我们公司服务器）然后给57服务器传jar包，然后打包，具体的流程是我们开发完打jar包，复制到u盘，通过u盘复制到109服务器，然后ssh109吧jar在scp再放到57服务器，然

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tech linux.do 2026-04-22 11:00:03+08:00

完全不懂游戏开发，如何用 Vibe Coding 开发一个小游戏？

背景（目前工作中完全使用 claude code 开发 web 项目）因为完全不懂游戏开发流程，导致效果很差，也不知道该怎么纠正，是我的提示词不对吗？本以为有了 AI 能尝试开发自己的小游戏不再是一个梦想，结果狠狠被打击了😭

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech www.v2ex.com 2026-04-22 10:46:20+08:00

完全不懂游戏开发，如何用 Vibe Coding 开发一个小游戏？

背景（目前工作中完全使用 claude code 开发 web 项目）因为完全不懂游戏开发流程，导致效果很差，也不知道该怎么纠正，是我的提示词不对吗？本以为有了 AI 能尝试开发自己的小游戏不再是一个梦想，结果狠狠被打击了😭

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech www.v2ex.com 2026-04-22 10:40:27+08:00

[推广] 火山方舟的 coding plan 上线新模型了，支持最新开源的 glm 5.1， kimi 2.6 和 minimax-m2.7

方舟 Coding Plan 支持 Doubao 、GLM 、DeepSeek 、Kimi 、MiniMax 等模型，工具不限，现在订阅 9 折，低至 36 元，订阅越多越划算！立即订阅： https://volcengine.com/L/D5ATMsA5zYg/ 邀请码：8BC

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech v2ex.com 2026-04-22 10:38:52+08:00

马斯克收购cursor，主宰未来vibe coding

这是马斯克未来的新布局，估计要重塑未来vibe coding的形式了 5 个帖子 - 5 位参与者阅读完整话题

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tech linux.do 2026-04-22 10:36:04+08:00

GLM Coding Plan真的忍不住吐槽

忍不住吐槽一下，max用户，每5小时使用额度用了1%，就提示Request rejected (429) · 您的账户已达到速率限制，请您控制请求频率，吐槽下我买max套餐的意义在哪里 14 个帖子 - 8 位参与者阅读完整话题

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech linux.do 2026-04-22 10:35:39+08:00

【已无】3张7日GLM Coding Plan体验卡

有需要的佬友自取： bigmodel.cn 智谱AI开放平台智谱大模型开放平台-新一代国产自主通用AI大模型开放平台，是国内大模型排名前列的大模型网站，研发了多款LLM模型，多模态视觉模型产品，致力于将AI产品技术与行业场景双轮驱动的中国先进的认知智能技术和千行百业应用相结合，

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech linux.do 2026-04-22 10:35:06+08:00

火山的 Coding Plan 上了 GLM-5.1 和 K2.6，不过貌似还没有缓存，计费爆炸

他家的coding plan和glm类似，是按照token计费的但是刚才试了一下，好像是没有缓存的，所以计费爆炸，限额跑的飞快不知道会不会修一下，没有缓存字节也血亏吧 2 个帖子 - 2 位参与者阅读完整话题

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tech linux.do 2026-04-22 10:32:50+08:00

想请教一下各位佬在vibe coding的时候涉及到后端服务的时候会选择nest还是java还是go

哪一个生成出来的代码质量会高一点，还是选自己看得懂的语言。 6 个帖子 - 6 位参与者阅读完整话题

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech linux.do 2026-04-22 10:31:50+08:00

Vibe Coding 比较好的项目文档架构是怎样的？

佬们，有经过反复实践测试的，比较好的项目文档架构吗？文件少而精，能有效辅助CC或CX快速理解项目，同时不产生过多的Token消耗，文档不会太细碎同时也不臃肿？有好的规范或者Skill吗 4 个帖子 - 2 位参与者阅读完整话题

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech linux.do 2026-04-22 10:18:07+08:00

[推广] 火山方舟的 coding plan 上线新模型了，支持最新开源的 glm 5.1， kimi 2.6 和 minimax-m2.7

方舟 Coding Plan 支持 Doubao 、GLM 、DeepSeek 、Kimi 、MiniMax 等模型，工具不限，现在订阅 9 折，低至 36 元，订阅越多越划算！立即订阅： https://volcengine.com/L/D5ATMsA5zYg/ 邀请码：8BC

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech v2ex.com 2026-04-22 10:16:04+08:00

万万没想到，火山的 Coding Plan 是国内大厂里面最先上 GLM-5.1 （还有MiniMax-M2.7）的....

套餐概览–火山方舟-火山引擎试用了一下，一个问题就 9%了，火山的这个隐藏倍率啊… 1 个帖子 - 1 位参与者阅读完整话题

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech linux.do 2026-04-22 10:15:41+08:00

[推广] 火山方舟的 coding plan 上线新模型了，支持最新开源的 glm 5.1， kimi 2.6 和 minimax-m2.7

方舟 Coding Plan 支持 Doubao 、GLM 、DeepSeek 、Kimi 、MiniMax 等模型，工具不限，现在订阅 9 折，低至 36 元，订阅越多越划算！立即订阅： https://volcengine.com/L/D5ATMsA5zYg/ 邀请码：8BC

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech v2ex.com 2026-04-22 10:09:40+08:00

完全不懂游戏开发，如何用 Vibe Coding 开发一个小游戏？

背景（目前工作中完全使用 claude code 开发 web 项目）因为完全不懂游戏开发流程，导致效果很差，也不知道该怎么纠正，是我的提示词不对吗？本以为有了 AI 能尝试开发自己的小游戏不再是一个梦想，结果狠狠被打击了😭

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Meeting Presentation Roi Engagement Help Learning 专题内容 Download Kpi 专题内容 App Module Behavior Task Income Webinar Terms Demographic 专题内容 Policy Behavior Restore App Planning Unsubscribe Tracking Sal...Settings Blog Careers Visitor Server Success Presentation 专题内容 Quality AI Audience Restore Health Solution Dashboard 专题内容 Image Goal Lesson Update System Follow Campaign Expensive 专题内容 Health Collaboration Presentation Performance Value Update 专题内容 Layout Calendar Local Budget Database Account 专题内容 Customer Saving 专题内容 Planning Training Progress Promotion 专题内容 Investment 专题内容 Alert Personalization 财经 Identity Sport 专题内容 Study Version Message Search 专题内容 Report Responsive Productivity Workshop Partner Optimization...SEO Project 专题内容 Advertising Cost Value Subject 专题内容 Website Upload Development Roi Economy Notification Design Bl...Achievement Forum Services Team Guide Growth Download AI Repo...Customer Share Template 专题内容

tech www.v2ex.com 2026-04-22 10:07:27+08:00

[推广] 火山方舟的 coding plan 上线新模型了，支持最新开源的 glm 5.1， kimi 2.6 和 minimax-m2.7

方舟 Coding Plan 支持 Doubao 、GLM 、DeepSeek 、Kimi 、MiniMax 等模型，工具不限，现在订阅 9 折，低至 36 元，订阅越多越划算！立即订阅： https://volcengine.com/L/D5ATMsA5zYg/ 邀请码：8BC

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