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@Copilot Copilot AI review requested due to automatic review settings September 26, 2025 07:41
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niupilot bot commented Sep 26, 2025

PR Review Completed

Reviewing PR #53: "docs: Add XLink project technical practice sharing article"

Analysis Summary

This PR adds a comprehensive technical practice sharing article about the XLink project from the 1024 training camp. The article focuses on the hierarchy of decisions in product development, emphasizing that code implementation is often the least critical part of the process.

Key Strengths

Well-structured content: The article follows a clear logical progression from product positioning to technical implementation

Practical insights: Based on real experience from the XLink project, providing concrete examples and decision-making processes

Educational value: Aligns well with the TechCamp's mission of developing engineering thinking beyond just coding skills

Consistent formatting: Follows the established pattern of other articles in the 2025 series

Issues Identified

The article is well-written and provides valuable insights. However, there are a few minor formatting and consistency considerations:

  1. Link formatting inconsistency - Some external links have inconsistent spacing around brackets
  2. Potential broken link - One reference link needs verification
  3. Minor formatting improvements - Some punctuation and spacing could be standardized

Recommendations

  • Verify all external links are accessible and properly formatted
  • Consider adding the article to the main README.md table of contents
  • Ensure consistency with other articles in the series regarding link formatting

Overall Assessment

This is a high-quality technical article that adds significant value to the TechCamp repository. The content demonstrates deep thinking about product development priorities and would be beneficial for other participants in the training camp. The article is ready for publication with only minor formatting adjustments needed.

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Summary of Changes

Hello @Dshuishui, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

此拉取请求引入了一篇新的文档,分享了 XLink 项目的技术实践经验。文章核心观点是产品开发中决策的层次性,强调产品定位、系统架构设计和接口设计的重要性远超具体的代码实现。通过 XLink 项目的实际案例,文章详细阐述了如何通过正确的决策避免产品陷阱,并有效指导技术选型和开发流程,旨在提升工程师对产品价值创造的理解。

Highlights

  • 新增技术实践分享文章: 此拉取请求新增了一篇名为《代码不是核心:从 XLink 项目看产品开发的决策层次》的技术文章。
  • 产品开发决策层次: 文章深入探讨了产品开发中的决策层次,强调产品定位、系统架构设计和技术选型的重要性,认为代码实现相对次要。
  • XLink 项目案例分析: 文章以 XLink 项目为例,详细阐述了在用户调研、目标用户定位、架构设计、技术选型和接口先行开发模式中的实践经验和决策过程。
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Pull Request Overview

This PR adds a technical article sharing insights from the XLink project development experience, focusing on the hierarchy of decision-making in product development. The article argues that code implementation is less important than higher-level decisions like product positioning, architecture design, and technical choices.

Key changes:

  • Adds a comprehensive technical practice sharing article about product development decision hierarchy
  • Discusses the XLink project's development journey and lessons learned
  • Emphasizes the importance of product positioning, system architecture, and API design over code implementation

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Extra space before closing bracket in '[ XBuilder ]' - should be '[XBuilder]' without spaces.

Suggested change
在正在进行的 1024 实训营中,我们团队开发了 [XLink](https://github.com/goplus/builder/tree/trailhead_sharing) 项目,一个旨在让[ XBuilder ](https://xbuilder.com/)分享更丝滑的产品。通过这个项目的实践,我深刻意识到一个被很多程序员忽视的真相:**在整个产品开发流程中,代码的具体实现往往是最不重要的环节。**
在正在进行的 1024 实训营中,我们团队开发了 [XLink](https://github.com/goplus/builder/tree/trailhead_sharing) 项目,一个旨在让[XBuilder](https://xbuilder.com/)分享更丝滑的产品。通过这个项目的实践,我深刻意识到一个被很多程序员忽视的真相:**在整个产品开发流程中,代码的具体实现往往是最不重要的环节。**

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Extra space before closing bracket in '[ yap 框架]' - should be '[yap 框架]' without spaces.

Suggested change
- **七牛云自研[ yap 框架](https://github.com/goplus/yap)**:提供成熟的HTTP服务能力和中间件支持;
- **七牛云自研[yap 框架](https://github.com/goplus/yap)**:提供成熟的HTTP服务能力和中间件支持;

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Code Review

这篇关于 XLink 项目的技术实践分享文章写得很好,观点深刻,结构清晰。它很好地总结了产品开发中决策层次的重要性。我的审查意见主要集中在一些 Markdown 格式的细节和文档链接的长期可维护性上,旨在提升文章的专业性和可读性。例如,修正了链接语法中的多余空格,建议将列表格式化以增强可读性,并指出了一个可能失效的链接。总体来说,这是一篇高质量的分享文章。

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medium

在 Markdown 链接语法中,链接文本两侧不应有多余的空格,这会影响渲染效果和一致性。建议移除 XBuilder 两侧的空格。

Suggested change
在正在进行的 1024 实训营中,我们团队开发了 [XLink](https://github.com/goplus/builder/tree/trailhead_sharing) 项目,一个旨在让[ XBuilder ](https://xbuilder.com/)分享更丝滑的产品。通过这个项目的实践,我深刻意识到一个被很多程序员忽视的真相:**在整个产品开发流程中,代码的具体实现往往是最不重要的环节。**
在正在进行的 1024 实训营中,我们团队开发了 [XLink](https://github.com/goplus/builder/tree/trailhead_sharing) 项目,一个旨在让[XBuilder](https://xbuilder.com/)分享更丝滑的产品。通过这个项目的实践,我深刻意识到一个被很多程序员忽视的真相:**在整个产品开发流程中,代码的具体实现往往是最不重要的环节。**

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medium

此处的链接指向了一个特定的 trailhead_sharing 分支。如果这个分支在未来被删除,链接将会失效。为了保证文档的长期有效性,建议将链接指向主分支(如 mainmaster)中的对应文件,或者使用一个更持久的链接。

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medium

在 Markdown 链接语法中,链接文本前不应有多余的空格,这会影响渲染效果和一致性。建议移除 [ yap 框架] 前的空格。

Suggested change
- **七牛云自研[ yap 框架](https://github.com/goplus/yap)**:提供成熟的HTTP服务能力和中间件支持;
- **七牛云自研[yap 框架](https://github.com/goplus/yap)**:提供成熟的HTTP服务能力和中间件支持;

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medium

这部分内容通过粗体标题列出了三个核心思维转变,但未使用列表格式。为了提高可读性和结构清晰度,建议使用无序列表(*)来组织这些要点。

Suggested change
**技术决策的商业思维。** 每一个技术决策都不是孤立的,而是要服务于产品目标和用户价值。比如我们放弃录屏功能的决策,从技术角度看可能是"保守"的,但从产品角度看是"聚焦"的。
**架构设计的前瞻性思维。** 好的架构设计不是一步到位的,而是在实现过程中不断验证和调整的结果。但这种调整应该基于架构层面的思考,而不是代码层面的打补丁。
**团队协作的系统性思维。** 模块划分和接口设计不仅仅是技术问题,更是团队协作的组织问题。好的技术架构能够支撑高效的团队协作,这比单纯的代码优化更有价值。
- **技术决策的商业思维。** 每一个技术决策都不是孤立的,而是要服务于产品目标和用户价值。比如我们放弃录屏功能的决策,从技术角度看可能是"保守"的,但从产品角度看是"聚焦"的。
- **架构设计的前瞻性思维。** 好的架构设计不是一步到位的,而是在实现过程中不断验证和调整的结果。但这种调整应该基于架构层面的思考,而不是代码层面的打补丁。
- **团队协作的系统性思维。** 模块划分和接口设计不仅仅是技术问题,更是团队协作的组织问题。好的技术架构能够支撑高效的团队协作,这比单纯的代码优化更有价值。

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medium

这部分内容通过粗体标题列出了三个核心观点,但未使用列表格式。为了提高可读性和结构清晰度,建议使用无序列表(*)来组织这些要点。

Suggested change
**代码是载体,不是目的。** 再精美的代码,如果承载的是错误的产品方向或混乱的架构设计,其价值都是有限的。
**决策是根本,实现是枝叶。** 产品定位、用户需求、架构设计这些"决策型"工作,比具体的编码实现更能决定项目的成败。
**工程师的成长,应该是决策能力的成长。** 从单纯的功能实现者,成长为能够进行产品和技术决策的工程师,这才是真正的价值提升。
- **代码是载体,不是目的。** 再精美的代码,如果承载的是错误的产品方向或混乱的架构设计,其价值都是有限的。
- **决策是根本,实现是枝叶。** 产品定位、用户需求、架构设计这些"决策型"工作,比具体的编码实现更能决定项目的成败。
- **工程师的成长,应该是决策能力的成长。** 从单纯的功能实现者,成长为能够进行产品和技术决策的工程师,这才是真正的价值提升。

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medium

为了提升中英文混排文档的可读性,建议在英文单词(如 XBuilder)和中文字符(如 生态)之间添加一个空格。

Suggested change
XLink 是本期 1024 实训营中我们团队开发的项目,旨在让 XBuilder 的分享更加丝滑。通过深入的用户研究和产品设计,XLink 专注于游戏创作者的分享需求,提供了便捷的作品展示、社区互动和多平台分发功能。该项目目前正在持续开发中,预计将为XBuilder生态带来更好的内容传播体验
XLink 是本期 1024 实训营中我们团队开发的项目,旨在让 XBuilder 的分享更加丝滑。通过深入的用户研究和产品设计,XLink 专注于游戏创作者的分享需求,提供了便捷的作品展示、社区互动和多平台分发功能。该项目目前正在持续开发中,预计将为XBuilder 生态带来更好的内容传播体验

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Found a few minor formatting inconsistencies that can be improved for better consistency with the repository standards.

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Fix spacing inconsistency around XBuilder link. The original has inconsistent spacing: '[ XBuilder ]' should be '[XBuilder]' to match other links in the document.

Suggested change
在正在进行的 1024 实训营中,我们团队开发了 [XLink](https://github.com/goplus/builder/tree/trailhead_sharing) 项目,一个旨在让[ XBuilder ](https://xbuilder.com/)分享更丝滑的产品。通过这个项目的实践,我深刻意识到一个被很多程序员忽视的真相:**在整个产品开发流程中,代码的具体实现往往是最不重要的环节。**
在正在进行的 1024 实训营中,我们团队开发了 [XLink](https://github.com/goplus/builder/tree/trailhead_sharing) 项目,一个旨在让 [XBuilder](https://xbuilder.com/) 分享更丝滑的产品。通过这个项目的实践,我深刻意识到一个被很多程序员忽视的真相:**在整个产品开发流程中,代码的具体实现往往是最不重要的环节。**

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Remove inconsistent spacing around the yap 框架 link. The original has '[ yap 框架]' which should be '[yap 框架]' for consistency with other link formatting in the document.

Suggested change
- **七牛云自研[ yap 框架](https://github.com/goplus/yap)**:提供成熟的HTTP服务能力和中间件支持;
- **七牛云自研 [yap 框架](https://github.com/goplus/yap)**:提供成熟的HTTP服务能力和中间件支持;

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其他没什么问题


在技术选型上,我们遵循"**够用就好,团队优先**"的原则,而非追求最新最酷的技术。以后端技术为例,我们选择:

- **七牛云自研 [yap 框架](https://github.com/goplus/yap)**:提供成熟的HTTP服务能力和中间件支持;
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个别地方中英文间空格习惯跟整体不一致,比如这里的

Suggested change
- **七牛云自研 [yap 框架](https://github.com/goplus/yap)**提供成熟的HTTP服务能力和中间件支持
- **七牛云自研 [yap 框架](https://github.com/goplus/yap)**提供成熟的 HTTP 服务能力和中间件支持

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个别地方中英文间空格习惯跟整体不一致,比如这里的

好的,已更正。

@Copilot Copilot AI review requested due to automatic review settings September 26, 2025 13:22
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Pull Request Overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated 1 comment.


Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.

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Missing space between '为' and 'XBuilder' in the last sentence. Should be '预计将为 XBuilder 生态带来更好的内容传播体验。'

Suggested change
XLink 是本期 1024 实训营中我们团队开发的项目,旨在让 XBuilder 的分享更加丝滑。通过深入的用户研究和产品设计,XLink 专注于游戏创作者的分享需求,提供了便捷的作品展示、社区互动和多平台分发功能。该项目目前正在持续开发中,预计将为XBuilder生态带来更好的内容传播体验
XLink 是本期 1024 实训营中我们团队开发的项目,旨在让 XBuilder 的分享更加丝滑。通过深入的用户研究和产品设计,XLink 专注于游戏创作者的分享需求,提供了便捷的作品展示、社区互动和多平台分发功能。该项目目前正在持续开发中,预计将为 XBuilder 生态带来更好的内容传播体验

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Code Review

本次 PR 新增了一篇关于 XLink 项目技术实践的分享文章。文章内容翔实,结构清晰,分享了关于产品开发决策层次的深刻见解。我提出了一些建议,旨在提高文档的可维护性和可读性。

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medium

此处的链接指向了 trailhead_sharing 这个特定的分支。在 PR 合并后,该分支可能会被删除,导致链接失效。为了提高文档的长期可维护性,建议使用相对路径。

Suggested change
例如,三种分享方式的弹窗模块在调用第三方平台模块时,只需要关注平台模块返回什么就展示什么,无需编写额外的平台差异判断逻辑,所有平台适配工作都由第三方平台模块内部处理。详细的架构设计可参考 [XLink 技术文档](https://github.com/goplus/builder/blob/trailhead_sharing/docs/develop/share/index.md)
例如,三种分享方式的弹窗模块在调用第三方平台模块时,只需要关注平台模块返回什么就展示什么,无需编写额外的平台差异判断逻辑,所有平台适配工作都由第三方平台模块内部处理。详细的架构设计可参考 [XLink 技术文档](../../../docs/develop/share/index.md)

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medium

在“实践心得”部分,这几点是并列的,使用 Markdown 的列表格式(如使用 -*)可以使结构更清晰,提高可读性。

Suggested change
**技术决策的商业思维。** 每一个技术决策都不是孤立的,而是要服务于产品目标和用户价值。比如我们放弃录屏功能的决策,从技术角度看可能是"保守"的,但从产品角度看是"聚焦"的。
**架构设计的前瞻性思维。** 好的架构设计不是一步到位的,而是在实现过程中不断验证和调整的结果。但这种调整应该基于架构层面的思考,而不是代码层面的打补丁。
**团队协作的系统性思维。** 模块划分和接口设计不仅仅是技术问题,更是团队协作的组织问题。好的技术架构能够支撑高效的团队协作,这比单纯的代码优化更有价值。
- **技术决策的商业思维。** 每一个技术决策都不是孤立的,而是要服务于产品目标和用户价值。比如我们放弃录屏功能的决策,从技术角度看可能是"保守"的,但从产品角度看是"聚焦"的。
- **架构设计的前瞻性思维。** 好的架构设计不是一步到位的,而是在实现过程中不断验证和调整的结果。但这种调整应该基于架构层面的思考,而不是代码层面的打补丁。
- **团队协作的系统性思维。** 模块划分和接口设计不仅仅是技术问题,更是团队协作的组织问题。好的技术架构能够支撑高效的团队协作,这比单纯的代码优化更有价值。

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medium

同上,在“结语”部分,这几个核心观点使用 Markdown 列表格式会更清晰,更易于读者快速抓住要点。

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**代码是载体,不是目的。** 再精美的代码,如果承载的是错误的产品方向或混乱的架构设计,其价值都是有限的。
**决策是根本,实现是枝叶。** 产品定位、用户需求、架构设计这些"决策型"工作,比具体的编码实现更能决定项目的成败。
**工程师的成长,应该是决策能力的成长。** 从单纯的功能实现者,成长为能够进行产品和技术决策的工程师,这才是真正的价值提升。
- **代码是载体,不是目的。** 再精美的代码,如果承载的是错误的产品方向或混乱的架构设计,其价值都是有限的。
- **决策是根本,实现是枝叶。** 产品定位、用户需求、架构设计这些"决策型"工作,比具体的编码实现更能决定项目的成败。
- **工程师的成长,应该是决策能力的成长。** 从单纯的功能实现者,成长为能够进行产品和技术决策的工程师,这才是真正的价值提升。

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LGTM.

@Copilot Copilot AI review requested due to automatic review settings September 30, 2025 08:34
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Pull Request Overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated no new comments.


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Code Review

这篇关于 XLink 项目技术实践分享的文章写得很好,结构清晰,论点明确。文章通过一个实际项目,深入浅出地阐述了产品开发中决策层次的重要性,对于工程师从“代码实现者”向“产品价值创造者”转变很有启发。我提出了一些微小的修改建议,主要涉及个别语句的表达优化、一个错别字修正以及文件格式规范,以期让文章更加完善。总体来说,这是一次非常有价值的分享。

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medium

这句话“只有更完美没有最完美”的表述稍显拗口,可能会影响阅读的流畅性。建议调整语序或使用更通俗的表达方式来阐明观点,例如强调这是一个无尽追求的过程。

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这个决策看似"浪费"了一个创新点,但实际上体现了产品开发中最重要的原则:**如果不做好用户定位决策,产品设计会变成一个无底洞,只有更完美没有最完美**
这个决策看似"浪费"了一个创新点,但实际上体现了产品开发中最重要的原则:**如果不做好用户定位决策,产品设计就会变成一个无底洞,陷入对“完美”的无尽追求**

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medium

这里有一个常见的错别字。“模版”应为“模板”。在技术文档和正式写作中,“模板”是更规范和标准的用法。

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以后端开发为例,在与前端确定接口后,我们按照既定的开发模版执行:从 API 接口定义到路由层、Controller 层、Model 层的标准化实现流程,确保代码结构清晰且易于维护。这种自上而下的开发流程,让前端可以基于接口文档进行并行开发,而后端则按照清晰的分层逻辑逐步实现功能。
以后端开发为例,在与前端确定接口后,我们按照既定的开发模板执行:从 API 接口定义到路由层、Controller 层、Model 层的标准化实现流程,确保代码结构清晰且易于维护。这种自上而下的开发流程,让前端可以基于接口文档进行并行开发,而后端则按照清晰的分层逻辑逐步实现功能。

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medium

文件末尾缺少一个换行符。根据 POSIX 标准和许多工具(如 Git)的约定,文本文件应以换行符结尾,以确保文件在不同工具和平台下都能被一致地处理。

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XLink 是本期 1024 实训营中我们团队开发的项目,旨在让 XBuilder 的分享更加丝滑。通过深入的用户研究和产品设计,XLink 专注于游戏创作者的分享需求,提供了便捷的作品展示、社区互动和多平台分发功能。该项目目前正在持续开发中,预计将为 XBuilder 生态带来更好的内容传播体验。
XLink 是本期 1024 实训营中我们团队开发的项目,旨在让 XBuilder 的分享更加丝滑。通过深入的用户研究和产品设计,XLink 专注于游戏创作者的分享需求,提供了便捷的作品展示、社区互动和多平台分发功能。该项目目前正在持续开发中,预计将为 XBuilder 生态带来更好的内容传播体验。

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Code Review

这是一篇关于产品开发决策层次的优秀文章,通过 XLink 项目的实例分享了宝贵的实践经验,观点清晰,论据充分。文章结构合理,语言流畅,对读者很有启发。我提出了一些关于格式和链接维护性的小建议,详见具体评论。总体而言,这是一篇高质量的技术分享文章。

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medium

你好,文中的 XLink 项目链接指向了一个特定的分支 trailhead_sharing。如果这个分支在未来被删除(例如在合并后),链接将会失效。为了保证文档的长期有效性,建议在项目合并到主分支后,将此链接更新为指向主分支(如 mainmaster)的永久链接。同样的问题也存在于第55行的技术文档链接。

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medium

你好,文章中引用的标点符号使用不一致。此处使用了半角引号 "...",但在第37行则使用了全角引号 “...”。为了保持文档风格的统一和专业性,建议通篇使用标准的中文全角引号 “...”

Suggested change
在技术选型上,我们遵循"**够用就好,团队优先**"的原则,而非追求最新最酷的技术。以后端技术为例,我们选择:
在技术选型上,我们遵循够用就好,团队优先的原则,而非追求最新最酷的技术。以后端技术为例,我们选择:

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medium

你好,文章中引用的标点符号使用不一致。此处使用了半角引号 "...",但在第37行则使用了全角引号 “...”。为了保持文档风格的统一和专业性,建议通篇使用标准的中文全角引号 “...”

Addressed.

@Copilot Copilot AI review requested due to automatic review settings September 30, 2025 08:55
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Pull Request Overview

Copilot reviewed 1 out of 1 changed files in this pull request and generated 2 comments.


Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.

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Missing space after colon in the bullet point. Should be ':' followed by a space for consistency with Chinese punctuation.

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- **七牛云自研 [yap 框架](https://github.com/goplus/yap)**:提供成熟的 HTTP 服务能力和中间件支持;
- **七牛云自研 [yap 框架](https://github.com/goplus/yap)** 提供成熟的 HTTP 服务能力和中间件支持;

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Missing space after colon in the bullet point. Should be ':' followed by a space for consistency with Chinese punctuation.

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- **MySQL + Kodo + Redis**:形成完整的数据存储解决方案,MySQL 负责结构化数据,Kodo 负责文件存储,Redis 负责缓存和会话管理。
- **MySQL + Kodo + Redis** 形成完整的数据存储解决方案,MySQL 负责结构化数据,Kodo 负责文件存储,Redis 负责缓存和会话管理。

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