AI编码助手可能一键泄露你的.env密钥，这份安全指南教你如何防住。
Why Your AI Coding Agent Should Never See Your .env Your AI agent uses your API keys. It NEVER sees them. Not in context. Not in logs. Not in chat. No…
开源多智能体编程控制台，跨平台管理多个AI编码代理，Git工作树协作不失控，适合团队提效。
I've been experimenting heavily with coding agents and found myself managing agents more than writing code. I build CrewCode to solve that. Its an ope…
把AI编程代理的每次运行变成可视化图谱，快速定位问题，提升调试效率。
Article URL: https://github.com/fayzan123/rungraph Comments URL: https://news.ycombinator.com/item?id=49321388 Points: 1 # Comments: 0
给你的AI编码代理加上加密验证收据，让“测试通过”不再只凭一句空话。
Article URL: https://github.com/yebiguo/ProofRun Comments URL: https://news.ycombinator.com/item?id=49316605 Points: 2 # Comments: 0
用 tmux 侧边栏一眼看清 Claude Code、Codex 等 AI 代理的运行状态，切换窗口不再抓瞎。
Since the start of this year I've coded pretty much exclusively by running multiple AI agents in parallel. Having tried a bunch of tools for managing …
AI编码代理的追踪器都在自我报告，别被表面数据骗了，学会看清盲区。
On 27 July I opened a project I'd been building with Claude Code and found three things true at once: a card had carried a null commit for two days th…
为代理编程引入人工监督的图形界面，让AI编码更可控，适合追求安全高效开发的团队。
Article URL: https://github.com/tobico/askance Comments URL: https://news.ycombinator.com/item?id=49266555 Points: 1 # Comments: 0
Memcode AI开源发布：受Claude Code启发的编码代理，内置本地LSP、沙箱Shell与视觉输入，能灵活接入Ollama或OpenAI端点，值得一试。
Article URL: https://github.com/memcode-ai/memcode Comments URL: https://news.ycombinator.com/item?id=49239401 Points: 2 # Comments: 0
AI编程智能体藏着一个没有CVE的持久漏洞，任务授权与执行权限间缝隙值得细品。
arXiv:2608.05884v1 Announce Type: cross Abstract: Existing guidance identifies excessive agency, excessive permission, weak task-bound authorization, …
多AI代理并行写代码总打架？这个开源工具让它们在同一个Git仓库里安全协作不冲突。
Article URL: https://github.com/advaith-1212/railwarden Comments URL: https://news.ycombinator.com/item?id=49171639 Points: 1 # Comments: 0
一个让AI编码模型同台竞技的开源平台，直观对比各家实力，选型不再靠猜。
Article URL: https://github.com/KERNlang/agon Comments URL: https://news.ycombinator.com/item?id=49171011 Points: 2 # Comments: 2
本地插件Rudder让AI生成代码重回测试驱动掌控，一条命令验证90%覆盖率，助你夺回agent代码主导权。
As someone who is using agents to code for me a lot lately, I was starting to feel more and more like I'm losing touch with the code I write--it's sta…
本地AI编码助手，基于开源模型运行，可同时开启多个代理，保护代码隐私且不依赖厂商。
Quick backstory on how this version came to be: the original MandoCode is a CLI, and its UI is built with RazorConsole — Blazor components rendered in…
每个AI编码代理独享Git工作树，彻底释放并行开发潜力，提升效率新高度
Article URL: https://github.com/MindFlock/MindFlock Comments URL: https://news.ycombinator.com/item?id=49102636 Points: 3 # Comments: 2
GitHub Copilot新增Grok 4.5模型支持，开发者可切换使用，专为快速智能编码和复杂工作流设计，上下文窗口达50万标记。
IT之家 7 月 29 日消息，马斯克旗下 SpaceXAI 昨日（7 月 28 日）发布公告， 宣布其 Grok 4.5 模型已入驻 GitHub Copilot 平台，邀请全球数百万开发者使用。 IT之家援引博文介绍，GitHub Copilot 涵盖云智能体、Copilot CLI 以及 VS…
别再依赖单一AI模型了，这篇文章教你用多模型互补策略提升编码和审查质量，避免盲点与单点故障
Different stages need different brains. TL;DR: Assign a different model to each pipeline stage since none excels at planning, coding, reviewing, and t…
GitHub开源规则集，专门防止AI编码代理破坏现有工作代码，适合用AI编程但担心翻车的开发者。
Article URL: https://github.com/avenna01-ceo/claude-code-survival-kr Comments URL: https://news.ycombinator.com/item?id=49054070 Points: 2 # Comments:…
当多个AI编码代理同时改代码时，它会用Git自动协调冲突，避免AI互相覆盖彼此的工作。
Article URL: https://github.com/zyads/loom-vcs Comments URL: https://news.ycombinator.com/item?id=49044517 Points: 2 # Comments: 0
2026年管理并行AI编码代理的十大工具与模式指南，助团队高效协同开发。
Running one coding agent is easy. Running six is where the workflow problems start showing up. We built one of the tools in this list, Nimbalyst, an o…
首个针对AI编程代理的恶意issue请求基准测试，揭示AI agent安全漏洞与鲁棒性挑战。
arXiv:2607.20759v1 Announce Type: cross Abstract: AI coding agents powered by LLMs are increasingly integrated into real-world software development, w…