用Rust打造的高速Git diff查看器，优先展示核心领域代码，让手动审查更高效。
Even with LLMs, I still like to review my code manually. However, I haven’t found a good visual diff viewer for this, so I wrote one myself in Rust. I…
实战解析如何用Claude Code优化终端工作流，涵盖zsh自动补全、搜索与diff工具链，提升日常开发效率。
Pain Point: Starting Over with Every Command When using Claude Code for tasks, there have always been two minor frictions that I hadn't seriously addr…
用谱视角剖析大模型领域适应，Diffract方法为持续预训练提供新洞察。
arXiv:2608.10850v1 Announce Type: new Abstract: We study continual pre-training (CPT) as a mechanism for adapting general-purpose large language model…
上传两个二进制文件即可快速查看差异，支持在线对比，开发者调试、验证文件变更的实用小工具
My partner reviews a lot of P&IDs (piping and instrumentation diagrams) and the adjacent files involved (excel, docx, pdfs, acd/l5x, etc). In his …
像Git diff一样对比LLM agent的上下文窗口，精准定位每次回合中破坏缓存的“罪魁祸首”字符。
Article URL: https://github.com/salmanzafar949/ctxdiff Comments URL: https://news.ycombinator.com/item?id=49070029 Points: 1 # Comments: 2
在编辑器里用AI做代码审查，支持OWASP安全扫描与风险结构化输出，提升开发效率。
Article URL: https://github.com/GoodJobwilliam/aicraft/tree/main/products/mcp-code-review Comments URL: https://news.ycombinator.com/item?id=49058442 …
让本地代码审查更高效，你与AI代理共同审阅diff与文档，跟踪每条评论直至解决。
I built r3 to scratch my own itch when reviewing long design doc and planning doc from AI. The chat interface is inherently bad at tracking multiple p…
一键可视化LaTeX文档差异，GitHub Action自动生成预览，告别手动对比。
Article URL: https://github.com/marketplace/actions/latex-diff-viewer Comments URL: https://news.ycombinator.com/item?id=48846628 Points: 1 # Comments…
AI编程代理容易谎报任务完成？Groundtruth通过对比Git diff，一分钟内揭穿虚假的“已完成”声明。
Article URL: https://github.com/akahkhanna/groundtruth Comments URL: https://news.ycombinator.com/item?id=48809364 Points: 1 # Comments: 0
用LLM自动生成Git diff，在渲染博客上直接评论，开源项目玩出协作新花样。
Article URL: https://github.com/bharadwaj-pendyala/sidenote Comments URL: https://news.ycombinator.com/item?id=48797739 Points: 2 # Comments: 0
扩散变换器虽强但计算开销大，后训练剪枝技术如何高效优化？这篇论文给出新方案。
arXiv:2607.00927v1 Announce Type: cross Abstract: Diffusion Transformers (DiTs) have demonstrated impressive performance in image generation but suffe…
专为设计规范打造的 CLI，支持 lint、diff、导出 Tailwind/DTCG 主题，还能输出格式规范供 AI 智能体自动修复，设计即代码。
The DESIGN.md CLI has four commands, run through npx with no install: lint, diff, export and spec. Together they turn the file from a passive document…
浏览器里轻松比较LaTeX文档差异，无需Perl或终端，上传ZIP即可，免费免登录
Article URL: https://thelatexlab.com/latexdiff-online/ Comments URL: https://news.ycombinator.com/item?id=48640405 Points: 1 # Comments: 0
在Claude Code里像Cursor一样掌控diff，精准取舍代码改动，大幅缩短PR审查时间。
You can now control diff inline, track files, and reject/ accept as you like in Claude Code. With this new tool you get Cursor-like control over your …
大代码审查太耗时？让AI先过一遍，你只需把关机器不知道的领域知识。
Article URL: https://simianwords.bearblog.dev/you-should-use-ai-for-reviewing-code-especially-when-the-diff-is-huge/ Comments URL: https://news.ycombi…
pytest-tia 基于 Git diff 智能跳过无关测试，实测 Flask 节省 40%+ CI 时间，让你的测试流程不再“无用功”。
Article URL: https://github.com/breadMSA/pytest-tia Comments URL: https://news.ycombinator.com/item?id=48606801 Points: 2 # Comments: 0
用你给的提示词自动审计AI智能体改动，防止越权操作，让交付更可控。
Article URL: https://github.com/Naveja00/OverReach Comments URL: https://news.ycombinator.com/item?id=48608558 Points: 1 # Comments: 0
极速查看GitHub任意公开仓库的代码变更，主打一个快。
Comments URL: https://news.ycombinator.com/item?id=48600461 Points: 2 # Comments: 1
像Cursor一样控制Claude Code的diff，实时接受/拒绝函数、跟踪变更，代码审查不再等PR。
norrin allows you to accept/ reject functions, track which files have been changed, and see inline diffs. You no longer have to wait until a PR to rev…
用扩散模型生成RGB中间表示，让AI视觉推理像人一样逐步思考。
arXiv:2606.16783v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) excel at visual reasoning but rely on text-based chain-of-t…