AI生成代码爆发后，人工审查成为质量关键，看开发者们如何守住最后防线。
A good proportion of us and our colleagues are now churning out agent-assisted code at an incredible rate, with some of it that is actually good, and …
AI原生大规模敏捷开发如何实现保障闭环？这篇arXiv论文给出系统化探索，软件工程从业者值得一读。
arXiv:2608.07317v1 Announce Type: cross Abstract: The AI-Native Manifesto envisions large-scale agile software development in which humans increasingl…
深入探索Promptfoo工具，让QA工程师像测试传统软件一样高效测试LLM，附赠完整手册。
Want the full 46-page handbook? Promptfoo for QA: The Complete Engineer's Handbook (2026 Edition) by Himanshu Agarwal covers everything below in produ…
一个持续迭代的代码审计循环，每次用不同视角扫描，直到不再发现新bug，确保全面覆盖。
Article URL: https://github.com/apoorvjain25/production-audit Comments URL: https://news.ycombinator.com/item?id=48537246 Points: 1 # Comments: 0
DoorDash自研LLM评估测试系统，揭秘如何用自动化框架保障大模型输出质量
In this article, we will learn how they built this flywheel and the key takeaways.
openclaw开源项目新beta版强化QA与E2E验证，优化日志和跨OS等待，让测试失败有据可查而非挂起或假绿。
2026.5.28 Highlights Agent and Codex runtime recovery is steadier: subagents keep cwd/workspace separation, hook context stays prompt-local, session l…
AI写代码虽快，但理解与维护才是真正挑战——从一次AI生成Ruby gem的惨痛教训说起
Quick warning before you read: this isn't a launch announcement. It's a story about getting something wrong in public, and changing how I work because…
DeepSource 用 AI 自动审查代码漏洞与质量问题，帮团队避免低质量危险代码的批量产生
IT之家 5 月 23 日消息，华尔街日报昨日（5 月 22 日）发布博文，报道称参与打造“龙虾”OpenClaw 的 2 名工程师示警， AI 不只加快写代码速度，也可能把低质量代码批量扩散到真实产品与服务里。 OpenClaw 内部智能体框架 Pi 创建者马里奥 · 泽克纳（Mario Zech…