Vercel Labs 开源 AI 软件工厂模板：自动分诊任务、沙箱执行、验证后推送分支，多智能体协作直接落地。
Article URL: https://github.com/vercel-labs/eve-software-factory-template Comments URL: https://news.ycombinator.com/item?id=49300390 Points: 2 # Comm…
AI Agent新秀Sprocket亮相，软硬件开发一套搞定，Bun和Node双环境无差别运行。
Hey HN, I am 16y/o and have been working on Sprocket for a while. It's an open-source AI agent that beats every other agent out there at both hardware…
LLM时代别只顾"快"：坚守工程标准，用脑而非盲目依赖AI生成代码
Article URL: https://pgaleone.eu/ai/2026/07/26/use-your-brain/ Comments URL: https://news.ycombinator.com/item?id=49082812 Points: 4 # Comments: 1
为软件开发者打造的AI安全架构开源工具，支持macOS一键安装，Docker兼容。
Article URL: https://github.com/alexs60/safe-sde Comments URL: https://news.ycombinator.com/item?id=49092535 Points: 2 # Comments: 1
Anthropic揭秘如何保护AI编写80%代码的SDLC，安全管理与效率并行的前沿实践。
Article URL: https://claude.com/blog/how-anthropic-secures-its-ai-native-software-development-lifecycle Comments URL: https://news.ycombinator.com/ite…
GitHub工程师揭秘AI编程中“说yes”代价已变，深度影响开发者效率与代码治理。
The cost of writing code dropped; the cost of owning it didn't. A framework for deciding which changes are actually cheap in the AI era. The post The …
连接你的项目管理工具，用AI代理驱动端到端软件交付，2分钟快速上手
Article URL: https://github.com/alexrolls/startup-factory Comments URL: https://news.ycombinator.com/item?id=48949104 Points: 1 # Comments: 0
作者在发布前删掉了苦心设计的「最佳数字」，这个反转揭示产品决策的深层思考。
Tags: #ai #agents #golang #opensource ORA is out: a single Go binary that takes a task, breaks it into subtasks, routes each one to the cheapest model…
AI不会替代敏捷开发，反而让优质敏捷实践更关键，尤其对受监管的企业环境意义重大。
AI Doesn’t Replace Agile. It Makes Good Agile More Important. The discussion around AI replacing Agile is becoming increasingly common. The argument u…
探索智能体AI在科学软件开发中的创新应用，前沿研究揭示LLM驱动的新范式。
arXiv:2607.02703v1 Announce Type: cross Abstract: In this paper, we describe LLMoxie, an institutional AI platform whose three-tiered architecture sup…
论文提出三阶段评估框架，系统度量AI在软件开发生命周期各环节的实际效能与局限性
arXiv:2607.05125v1 Announce Type: cross Abstract: This paper presents an exploratory evaluation of how increasing levels of AI autonomy affect softwar…
不说“该改哪个文件”，只说“实现登录”——Limboo是本地优先的AI开发操作系统，让编码代理直接执行。
Article URL: https://github.com/BotCoder254/limboo Comments URL: https://news.ycombinator.com/item?id=48790218 Points: 2 # Comments: 0
通过真实场景教你从用户痛点出发做产品，一篇改变软件开发思维的好文，值得每位开发者一读。
One summer afternoon I was looking out a window at work. A man from our admin office was walking the parking lot in the blazing heat. He had a noteboo…
变化比想象中快，不变比想象中重要——判断好工程师的标准从未改变。
Over the last 10 years, software development has changed dramatically. Products are built faster, teams use more cloud services, data has become centr…
AI编码代理在依赖选择上已有明显偏好，开发者需警惕其对决策的无声影响。
Deep into a coding session, you realize you want beta testers to try some new functionality first. You ask your agent to add feature flagging to your …
AI编程让“过早优化”不再是禁忌，提前预判性能瓶颈反而成为新优势，值得开发者深思。
Article URL: https://zacharyernst.medium.com/how-ai-software-development-changes-the-premature-optimization-paradigm-7a846446011a Comments URL: https:…
软件开发者的正念课：放下期望，反而能写出更清醒的代码。
With mindfulness being one of the cornerstones of the way I try to live, I sometimes think about how mindfulness practices can help us in software dev…
多个LLM组成审查委员会，协作提升代码评审质量与效率，打破单一模型局限
Article URL: https://dromeas.ai/blog/code-review-evolved Comments URL: https://news.ycombinator.com/item?id=48665327 Points: 2 # Comments: 1
AI并非编程抽象层的向上延伸，而是横向跃迁——用自然语言定义意图，训练模型“编译”数据，彻底颠覆“写程序”的传统认知。
Article URL: https://www.sixsideddice.com/Blog/Thoughts/SidewaysNotUpWhyAIIsNotANewAbstractionLayer.html Comments URL: https://news.ycombinator.com/it…
编程已死，软件未亡？AI编程的真实边界，30分钟任务与简单陷阱并存。
At a conference this week, a VP at PingCAP (the company behind TiDB) dropped a line that's been rattling around my head ever since: "Coding is over, S…