通过实际运行才能发现的隐藏Bug，以及作者如何构建ArDD工具来优化AI编码流程。
Last week I wrote about being bad at discipline and building a tool to compensate — ArDD, a set of Claude Code skills that push a project through arti…
30分钟用Claude Code搭建首个AI代理，学会用目标驱动代替步骤指令，效率翻倍。
Most "build your first agent" tutorials start with a framework and four new vocabulary words before you've written anything that does something. This …
用 kokoro 为 Claude Code 和 Codex 添加语音朗读，macOS 用户可轻松安装，AI 协作体验更沉浸。
Article URL: https://github.com/softcane/aloud Comments URL: https://news.ycombinator.com/item?id=48902347 Points: 2 # Comments: 0
Claude Code处理请求前Token消耗高达OpenCode近5倍，上下文窗口被挤占，开发者面临成本与效率挑战。
IT之家 7 月 14 日消息，科技媒体 systima 于 7 月 12 日发布博文，对比测试指出在相同提示词、相同 AI 模型情况下， 在处理用户请求前，Claude Code 消耗的 Tokens 数量约为 OpenCode 的 4.7 倍。 该媒体对比测试 Claude Code 2.1.2…
探讨如何成为Claude Code高手，以及AI编码工具如何提升工程团队效率与技能分析。
I am building Promptster - an AI fluency platform that helps level up engineering organizations. Engineering managers invite their teammates and Promp…
用Claude Code技能安全更新PHP和JS包，避免历史重演。
It's not abnormal for projects to go weeks, or dare I say months, between dependency updates. And when people finally do update, they do it in full fo…
拦截AI代理工具调用，用确定性策略为Claude Code、Cursor等编码助手加上安全护栏
Hi HN, Fernando and I built Kastra. Kastra intercepts AI agent tool calls and evaluates them against deterministic policies before they execute. We bu…
让任天堂3DS变身AI开发利器，开源项目实现SSH连接并流畅运行Claude Code。
I found an open source homebrew 3DS application that can connect to a remote host via SSH and run Claude Code on it. I tested it on my own 3DS,the exp…
浏览器内嵌WASM编译器，边学OCaml边自动检查习题答案，交互式学习新体验。
Hi. I do not know OCaml. But wanted to learn it. With help of Claude Code I did this online interactive course. Runs WASM OCaml compiler in the browse…
Anthropic 再次延长 Claude Fable 5 访问至 7 月 19 日，付费用户限时福利别错过。
As predicted here (not by me), Anthropic extended the Fable pumpkin date again, to July 19. I don't think there's a web page with this yet but they se…
用AI管线29天建26个仓库，实际踩了哪些坑？不是秀速度，而是复盘真正破裂的地方。
This was originally published on the LK Forge blog , where the commit chart is interactive and you can play the AI games it talks about. Between June …
跨模型协作编码新方案：用Claude Code调度Codex引擎，任务委派更高效。
Been really loving this flow of having Claude Code spin up Codex agents for individual tasks. It keeps the context super clean while spreading the wor…
AI编码代理已从演示走向实际交付代码，拥有自主上下文成为生产关键。
Cold open The single biggest enable of 2026 is that AI coding agents actually ship code now. Claude Code, Cursor, the new agentic loops — they don't j…
实测数据：AI agent请求一个Wikipedia页面竟消耗68,000个token，远超预期。
i use claude code daily and measured what pages cost it while doing research. an average wikipedia article, for instance, is 68,240 tokens of raw html…
构建Go语言MCP Server连接Claude Code，支持自定义传输、类型化工具与认证，带你避开生产环境中的设计陷阱
Claude Code can read your repo, run your CLI, query your database — as long as you give it the entry point. That entry point is an MCP server (Model C…
真实数据揭示LLM编码代理90%时间浪费在重读上下文，手把手教你控制token成本
I have been using LLMs & Coding Agent since early 2024. A large problem with Coding Agents & LLMs in general is context compression. To give you some …
Claude Code桌面版迎来内置浏览器，可直接读取并交互网站，大幅提升AI调试与网页测试效率。
IT之家 7 月 11 日消息，Anthropic 旗下官方账号 @ClaudeDevs 今天（7 月 11 日）在 X 平台发布推文， 宣布桌面版 Claude Code 新增内置浏览器，可读取、点击并与网站交互。 基于 Anthropic 官方文档说明，用户可以在 Claude Code 中启用…
在可丢弃微VM中安全运行Claude Code与Codex，隔离风险，释放AI编程潜能。
Article URL: https://github.com/Trivo25/code-airlock Comments URL: https://news.ycombinator.com/item?id=48870603 Points: 2 # Comments: 0
团队AI agent上下文碎片化？HN热议如何在成员间共享策略、客户笔记等，避免“公司大脑”分裂。
My cofounder and I each run our own Claude Code agent locally. Each has built up real context over time: strategy, customer notes, past decisions, con…