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从代码分析到授权争议：一用户用 AI 破解 IDM 引发争议
IT之家 9 月 26 日消息，据 Wccftech 报道，一则关于“大语言模型破解付费软件”的帖子今日在 Reddit 上引发关注。 用户 No_Ideal8394 声称，他利用无审查限制的 Qwen3.8-Flash-Next-Uncensored ，成功破解了 Internet Downloa…
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How we cut repo-wide symbol indexing for LLM agents from 30s to 98ms
仓库符号索引从30秒降至98ms的实战优化，让LLM代理秒懂代码库
How we cut repo-wide symbol indexing for LLM agents from 30s to 98ms If your coding agent has ever stalled for tens of seconds on "what's in this repo…
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PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns
超大规模真实世界 Pandas 语料库，4M+ API 调用揭示开发者实战习惯，数据科学工具链优化必读。
arXiv:2608.14742v1 Announce Type: cross Abstract: Pandas has emerged as the de facto library for data processing and machine learning, widely used for…
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A VSCode extension for AI to understand your project
让AI一键理解你的项目代码，自动写注释、调用接口获取方法链，读主函数仅需几秒。
I wrote a VSCode plugin that can install skills with just one click. When writing code, AI automatically writes detailed comments. The plugin can reco…
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业内人士驳斥任天堂 Switch 2 版《看门狗》三部曲合集传闻，称商品页面系伪造
快速验证游戏传闻真伪的在线工具，通过产品代码和封面细节帮你识破伪造商品页面
IT之家 7 月 19 日消息，据外媒 ixbt.games 报道，此前有博主 Hugo Gaming 发现电商平台 aalza.cz 悄悄上架了任天堂 Switch 2 版《看门狗》三部曲合集（收录初代 / 二代 / 军团）。 对此，业内人士 Billbil-kun 发文驳斥了相应说法，这是因为相…
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Show HN: Sentinel – open-source QA agent that reads your code before it clicks
一个能先读懂代码再自动点击测试的开源QA助手，让自动化测试更智能高效。
Hey guys, we built something interesting that we're using for testing / QA with our own products and it's proving to be quite helpful. MIT License - h…
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Show HN: Grove – fast source insights for coding agents – via Tree-sitter
用Tree-sitter给编码代理装上“透视眼”，秒级解析源码结构，提速洞察就靠它。
Article URL: https://github.com/Entelligentsia/grove Comments URL: https://news.ycombinator.com/item?id=48648696 Points: 1 # Comments: 0
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graphlens: a polyglot code-analysis framework that turns your repo into a typed graph
将你的代码仓库转化为类型化图，GraphLens 让你的 AI 智能体比手动搜索快十倍。
graphlens: turn any repo into one typed graph — across Python, TypeScript, Go and Rust Every code-intelligence tool I've ever used falls into one of t…
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X-Ray Your Python Codebase in 0.2 Seconds — Without an LLM
0.2秒透视Python代码库，无需LLM，一行命令搞定遗留项目分析！
You inherit a 50k-line Python monolith. Senior dev who wrote it left last month. No tests, no docs, no architecture diagram. Where do you even start? …
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爱好者逆向经典游戏《辐射 2》源代码，将其搬上初代微软 Xbox 主机
爱好者逆向经典游戏《辐射2》源代码，成功将其移植到初代Xbox主机，让这款PC独占之作首次以“自制游戏”形式登上主机平台
IT之家 6 月 3 日消息，《辐射》系列自 2008 年 B 社接手后变身为一款现代 RPG，也因此登陆了游戏主机平台，不过黑岛时代的《辐射 2》等作只能通过 PC 平台游玩，从未推出过官方主机版。 而根据外媒 Windows Central 报道，一位爱好者 @dtoxmilenko 正在逆向《…
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CodeGraph를 EC2/EFS에 올리며 겪은 SQLite 쓰기 경합과 EventBridge 기반 실시간 동기화 해결기
在AWS上部署CodeGraph时，用EventBridge解决SQLite写入竞争和实时同步的实战经验
며칠 전 CodeGraph - AI 코딩 에이전트를 위한 코드 지식 그래프 라는 글을 읽었습니다. Claude Code나 Cursor 같은 AI 코딩 에이전트가 코드베이스를 탐색할 때 매번 grep과 Read를 반복하면서 토큰을 태우는 문제를, 미리 만들어둔 코드 지식…
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Show HN: Crazy fast codebase analysis MCP: Stria
开源Stria项目实现快速代码库分析，基于MCP协议，适合高效开发者
Article URL: https://github.com/Reliary/stria Comments URL: https://news.ycombinator.com/item?id=48351486 Points: 1 # Comments: 1
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Show HN: Pviz-parser – codebase parsing package for Python and TS/JS codebases
开源代码库解析包，支持Python和TS/JS代码结构分析，开发者的实用工具。
Article URL: https://github.com/mikebmac86/pviz-parser Comments URL: https://news.ycombinator.com/item?id=48278704 Points: 1 # Comments: 0
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Scan any codebase in 3s, then verify what your AI builds
3秒扫描任何代码库，验证AI构建结果，开源神器助你掌控项目全貌
Article URL: https://github.com/anatomia-dev/anatomia Comments URL: https://news.ycombinator.com/item?id=48253446 Points: 2 # Comments: 0