LunwenToCode是一个基于大语言模型的智能代码生成系统，专门将科研论文或毕业论文自动转换为可运行的Python代码。系统采用多Agent协作架构，通过分析论文内容、识别研究方法、提取代码需求，最终生成完整Python项目。支持的论文类型包括实证研究、仿真研究、算法设计、系统设计、数据分析和机器学习。其双LLM架构设计分离了论文分析和代码生成任务，优化模型选择和负载压力，提高生成效率。该项目开源在GitHub，为研究人员提供了实用工具，加速代码生成过程，展示AI在学术领域的创新应用。
原文链接：Linux.do
Recently, users have reported a serious sync issue with the Google Gemini app on iOS devices. Conversations created in the iOS app don't appear properly on the desktop web version. When switching back to these conversations, users get a 'deleted' message, and after restarting the app, the conversations disappear completely. Although the web version shows grayed-out history, the content remains inaccessible. This issue only occurs on iOS devices, as colleagues using Android haven't encountered similar problems, suggesting a possible platform-specific software bug. Users found through Google searches that others have reported the same issue on Google's support forums. This phenomenon not only affects user experience but also raises data security concerns, causing problems for users who rely on Gemini for conversations. Tech enthusiasts should keep an eye on Google's official updates for fix information.
Original Link:V2EX Share & Discover
Mullvad VPN recently announced the launch of GotaTun, an innovative WireGuard implementation written entirely in Rust. This project emerged from challenges with the previous wireguard-go implementation, which was responsible for over 85% of crash reports, particularly on the Google Play Store. By leveraging Rust's secure multithreading and zero-copy memory strategies, GotaTun not only resolves the crash issues but also significantly enhances performance. Since its deployment to Android users in November 2025, the crash rate has plummeted from 0.40% to 0.01%, with users reporting positive feedback, including faster speeds and reduced battery consumption. Mullvad plans to extend GotaTun to all platforms, including desktop and iOS, in 2026, and will conduct a third-party security audit. This initiative not only improves the reliability of the VPN service but also demonstrates the potential of Rust in the cybersecurity domain.
Original link:Hacker News
A user on the Linux.do community asked about the usage limits for Cursor's education discount, specifically how to find weekly or monthly limits in the dashboard. The article provides practical information to help users understand Cursor's free quota management, which is crucial for programming enthusiasts and developers to avoid affecting their experience due to overuse. In the community discussion, users shared methods for finding usage limits, emphasizing the practicality and potential restrictions of the education discount.
Original link:Linux.do
The author leveraged the open-source project autoglm in collaboration with GPT/Hakimi to develop a mobile automation solution for managing accounts on platforms like Douyin and Xiaohongshu. By building a visual frontend through reverse engineering, they addressed autoglm's limitations in character configuration and multi-process collaboration, achieving efficient account management with just one hour daily. Practical testing shows this solution improves automation efficiency and provides a practical reference for AI applications on mobile devices.
Original link:Linux.do
This article explains how to configure the thinking feature for Claude models in NewAPI. The author discovered that the Claude-Opus model lacks a built-in thinking tag when using the OpenClaudeCode channel, which created usability issues. They attempted to add the claude-opus-4-5-20251101-thinking model through NewAPI's OpenAI channel. The article details the relevant parameter settings and mentions that while some users previously suggested using parameter overrides, testing showed this approach was ineffective. The author hopes to get help from the community to find the correct configuration method. For developers and tech enthusiasts who need to enable thinking functionality in AI applications, this article provides specific configuration problems and solution references, helping to resolve similar technical challenges.
Original Link:Linux.do
This article demonstrates how to use the MiniMax-M2.1 AI model to generate an HTML-based 3D Ace Combat game through simple prompts. The user attempted to faithfully recreate the classic game content and verified the results with effect screenshots. This practical case highlights the potential of AI in creative programming and game development, providing developers with efficient tools to accelerate the prototyping process. For readers interested in AI-generated content, cutting-edge technology, and game development, this serves as a valuable reference, showcasing AI's advantages in lowering technical barriers and improving development efficiency.
Original Link:Linux.do
最新评论
I don't think the title of your article matches the content lol. Just kidding, mainly because I had some doubts after reading the article.
这个AI状态研究很深入，数据量也很大，很有参考价值。
我偶尔阅读 这个旅游网站。激励人心查看路线。
文章内容很有深度，AI模型的发展趋势值得关注。
内容丰富，对未来趋势分析得挺到位的。
Thank you for your sharing. I am worried that I lack creative ideas. It is your article that makes me full of hope. Thank you. But, I have a question, can you help me?
光纤技术真厉害，文章解析得挺透彻的。
文章内容很实用，想了解更多相关技巧。