loop - 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 | TCTI.cn

loop - 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 | TCTI.cn - 钛刻 (TCTI.cn) 为您提供最前沿的硬核科技资讯、深度评测和未来技术趋势分析。

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codex 官方趁五一偷偷复刻了我的项目！

标题开个玩笑，大家都是复刻了 ralph loop 前情概要：上个月太闲，写了篇帖子宣传一下用了好几个月了还是老当益壮、没人去做很好复刻的 pure Ralph Loop pattern：CodexPotter 【开源自荐】让 codex 不要干活干到一半就停下这不刚到五一假

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tech linux.do 2026-05-02 20:23:54+08:00

like father like son，人类是不是要退化成早期llm了

越来越少的human in the loop 越来越弱的human gateway 功能口齿渐渐地不清，吞噬了过多llm的语料甚至质量参差不齐，就像重蹈自己生成自己学的灾难性结果( ) 更别提伤害身体导致的计算能力下降说是 1 个帖子 - 1 位参与者阅读完整话题

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tech linux.do 2026-05-01 16:06:42+08:00

[分享创造] Arkloop：一个专注"减少认知负担"的开源 Agent 客户端

做了个叫 Arkloop 的东西,是个 Agent 客户端开源,本地优先,简单优先你可以把他想象成 claude desktop but open source, 并且带有自己的 taste 哦对了,另说一点,不是任何 agent sdk 套壳,也没有任何 base 任何 c

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tech v2ex.com 2026-04-30 16:59:47+08:00

Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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tech www.v2ex.com 2026-04-27 01:55:49+08:00

Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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tech www.v2ex.com 2026-04-27 00:55:49+08:00

Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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tech www.v2ex.com 2026-04-26 23:55:49+08:00

Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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tech www.v2ex.com 2026-04-26 22:55:49+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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tech v2ex.com 2026-04-26 19:57:26+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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tech v2ex.com 2026-04-26 19:38:18+08:00

Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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tech www.v2ex.com 2026-04-26 19:38:18+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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Device Status Target Training Support Price Services Blog 专题内容 Reporting Rating Restore Music 专题内容 Integration Community 影视专题内容 Planning Kpi Reporting Wellness Ranking App 专题内容 Visitor 专题内容 Business Recommendation Networking Food Products API About Pa...Achievement Sport Recipe Behavior Income Personalization Mark...Sport Label Machine Technology Economy Discovery 专题内容 Local App Deal Careers Learning Backup Campaign 专题内容 Unsubscribe Internet 专题内容 Dashboard Template Company Website Revenue Accessibility Term...Device 财经 Ebook 专题内容 Network Restore Income Tool Course Fitness Discount Section 专题内容 Review Company Web 专题内容 Metric Calculator Spreadsheet Cost Change Conversion Training...Beauty Sync Expense Cheap Progress 专题内容 Shopping Document Retention Web Event Lesson Innovation 专题内容 Button Quality 专题内容 Funnel Network Faq About Partner Careers 专题内容 Client Link Digital 专题内容

tech v2ex.com 2026-04-26 19:17:20+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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Device Status Target Training Support Price Services Blog 专题内容 Reporting Rating Restore Music 专题内容 Integration Community 影视专题内容 Planning Kpi Reporting Wellness Ranking App 专题内容 Visitor 专题内容 Business Recommendation Networking Food Products API About Pa...Achievement Sport Recipe Behavior Income Personalization Mark...Sport Label Machine Technology Economy Discovery 专题内容 Local App Deal Careers Learning Backup Campaign 专题内容 Unsubscribe Internet 专题内容 Dashboard Template Company Website Revenue Accessibility Term...Device 财经 Ebook 专题内容 Network Restore Income Tool Course Fitness Discount Section 专题内容 Review Company Web 专题内容 Metric Calculator Spreadsheet Cost Change Conversion Training...Beauty Sync Expense Cheap Progress 专题内容 Shopping Document Retention Web Event Lesson Innovation 专题内容 Button Quality 专题内容 Funnel Network Faq About Partner Careers 专题内容 Client Link Digital 专题内容

tech v2ex.com 2026-04-26 19:05:17+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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Device Status Target Training Support Price Services Blog 专题内容 Reporting Rating Restore Music 专题内容 Integration Community 影视专题内容 Planning Kpi Reporting Wellness Ranking App 专题内容 Visitor 专题内容 Business Recommendation Networking Food Products API About Pa...Achievement Sport Recipe Behavior Income Personalization Mark...Sport Label Machine Technology Economy Discovery 专题内容 Local App Deal Careers Learning Backup Campaign 专题内容 Unsubscribe Internet 专题内容 Dashboard Template Company Website Revenue Accessibility Term...Device 财经 Ebook 专题内容 Network Restore Income Tool Course Fitness Discount Section 专题内容 Review Company Web 专题内容 Metric Calculator Spreadsheet Cost Change Conversion Training...Beauty Sync Expense Cheap Progress 专题内容 Shopping Document Retention Web Event Lesson Innovation 专题内容 Button Quality 专题内容 Funnel Network Faq About Partner Careers 专题内容 Client Link Digital 专题内容

tech v2ex.com 2026-04-26 18:34:09+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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Device Status Target Training Support Price Services Blog 专题内容 Reporting Rating Restore Music 专题内容 Integration Community 影视专题内容 Planning Kpi Reporting Wellness Ranking App 专题内容 Visitor 专题内容 Business Recommendation Networking Food Products API About Pa...Achievement Sport Recipe Behavior Income Personalization Mark...Sport Label Machine Technology Economy Discovery 专题内容 Local App Deal Careers Learning Backup Campaign 专题内容 Unsubscribe Internet 专题内容 Dashboard Template Company Website Revenue Accessibility Term...Device 财经 Ebook 专题内容 Network Restore Income Tool Course Fitness Discount Section 专题内容 Review Company Web 专题内容 Metric Calculator Spreadsheet Cost Change Conversion Training...Beauty Sync Expense Cheap Progress 专题内容 Shopping Document Retention Web Event Lesson Innovation 专题内容 Button Quality 专题内容 Funnel Network Faq About Partner Careers 专题内容 Client Link Digital 专题内容

tech v2ex.com 2026-04-26 18:02:14+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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Device Status Target Training Support Price Services Blog 专题内容 Reporting Rating Restore Music 专题内容 Integration Community 影视专题内容 Planning Kpi Reporting Wellness Ranking App 专题内容 Visitor 专题内容 Business Recommendation Networking Food Products API About Pa...Achievement Sport Recipe Behavior Income Personalization Mark...Sport Label Machine Technology Economy Discovery 专题内容 Local App Deal Careers Learning Backup Campaign 专题内容 Unsubscribe Internet 专题内容 Dashboard Template Company Website Revenue Accessibility Term...Device 财经 Ebook 专题内容 Network Restore Income Tool Course Fitness Discount Section 专题内容 Review Company Web 专题内容 Metric Calculator Spreadsheet Cost Change Conversion Training...Beauty Sync Expense Cheap Progress 专题内容 Shopping Document Retention Web Event Lesson Innovation 专题内容 Button Quality 专题内容 Funnel Network Faq About Partner Careers 专题内容 Client Link Digital 专题内容

tech v2ex.com 2026-04-26 17:55:42+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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Device Status Target Training Support Price Services Blog 专题内容 Reporting Rating Restore Music 专题内容 Integration Community 影视专题内容 Planning Kpi Reporting Wellness Ranking App 专题内容 Visitor 专题内容 Business Recommendation Networking Food Products API About Pa...Achievement Sport Recipe Behavior Income Personalization Mark...Sport Label Machine Technology Economy Discovery 专题内容 Local App Deal Careers Learning Backup Campaign 专题内容 Unsubscribe Internet 专题内容 Dashboard Template Company Website Revenue Accessibility Term...Device 财经 Ebook 专题内容 Network Restore Income Tool Course Fitness Discount Section 专题内容 Review Company Web 专题内容 Metric Calculator Spreadsheet Cost Change Conversion Training...Beauty Sync Expense Cheap Progress 专题内容 Shopping Document Retention Web Event Lesson Innovation 专题内容 Button Quality 专题内容 Funnel Network Faq About Partner Careers 专题内容 Client Link Digital 专题内容

tech v2ex.com 2026-04-26 17:36:09+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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Device Status Target Training Support Price Services Blog 专题内容 Reporting Rating Restore Music 专题内容 Integration Community 影视专题内容 Planning Kpi Reporting Wellness Ranking App 专题内容 Visitor 专题内容 Business Recommendation Networking Food Products API About Pa...Achievement Sport Recipe Behavior Income Personalization Mark...Sport Label Machine Technology Economy Discovery 专题内容 Local App Deal Careers Learning Backup Campaign 专题内容 Unsubscribe Internet 专题内容 Dashboard Template Company Website Revenue Accessibility Term...Device 财经 Ebook 专题内容 Network Restore Income Tool Course Fitness Discount Section 专题内容 Review Company Web 专题内容 Metric Calculator Spreadsheet Cost Change Conversion Training...Beauty Sync Expense Cheap Progress 专题内容 Shopping Document Retention Web Event Lesson Innovation 专题内容 Button Quality 专题内容 Funnel Network Faq About Partner Careers 专题内容 Client Link Digital 专题内容

tech v2ex.com 2026-04-26 16:55:15+08:00

[程序员] Codex agentic loop 会导致代码严重膨胀，有人遇到吗？有没有系统性的解法？

具体案例： V2EX Safe Reading Helper 5.3.0 ，一个油猴脚本，核心逻辑不复杂，但 530 行里能清楚看到几层叠加痕迹： topic 来源从 API 一路加到 /recent 、节点页、ID 逐个扫描——每次拿不到帖子就加一个 fallback ，互相没

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tech v2ex.com 2026-04-26 16:37:33+08:00

gpt在claude code中和在codex中体验差别大吗

要让agent持续跑一整天的话cc中只要loop就够了，但是codex app就需要用到站里佬友的codexpotter，然后codex自己当检测员，相当于多开了一遍。其实之前也在cli里面单独用过那个脚本，有些奇怪的是同样的提示词脚本总是做错，但是用codex app当检测员

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Device Status Target Training Support Price Services Blog 专题内容 Reporting Rating Restore Music 专题内容 Integration Community 影视专题内容 Planning Kpi Reporting Wellness Ranking App 专题内容 Visitor 专题内容 Business Recommendation Networking Food Products API About Pa...Achievement Sport Recipe Behavior Income Personalization Mark...Sport Label Machine Technology Economy Discovery 专题内容 Local App Deal Careers Learning Backup Campaign 专题内容 Unsubscribe Internet 专题内容 Dashboard Template Company Website Revenue Accessibility Term...Device 财经 Ebook 专题内容 Network Restore Income Tool Course Fitness Discount Section 专题内容 Review Company Web 专题内容 Metric Calculator Spreadsheet Cost Change Conversion Training...Beauty Sync Expense Cheap Progress 专题内容 Shopping Document Retention Web Event Lesson Innovation 专题内容 Button Quality 专题内容 Funnel Network Faq About Partner Careers 专题内容 Client Link Digital 专题内容

tech linux.do 2026-04-25 20:28:54+08:00

佬友们，有没有harness工程human in the loop交互的方案

不同于cc这种基于命令行的，想要的是一个能够和gui融合的human in the loop设计方案，最好包含低代码的交互卡片自定义，真心求教 2 个帖子 - 2 位参与者阅读完整话题

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tech linux.do 2026-04-21 10:44:34+08:00