1
OpenAI wants its new tool to do your work for you and with you
OpenAI重推Codex，你的新AI同事可自主工作数小时
Rebranded Codex promises independent workflows that can run "for hours if needed."
2
Ask HN: What are your best Claude hacks?
用Claude把研究论文变成临时领域专家，这个工作流太聪明了。
One workflow I like: collecting high-quality research papers on a topic, uploading them to Claude, and turning it into a temporary expert on that doma…
3
Show HN: Lark – Use Codex from Telegram or iMessage
通过Telegram或iMessage将消息转发到AI CLI，调用OpenAI Codex实现桌面端AI工作流
OpenAI added mobile control for Codex, but it depends on both the desktop app and the ChatGPT mobile app. Lark takes a different approach. It connects…
4
OxyJen v0.5: a deterministic graph runtime for AI workflows
OxyJen v0.5：为AI工作流打造的确定性图运行时，强调可靠执行而非与LangChain4j竞争。
Article URL: https://github.com/11divyansh/OxyJen Comments URL: https://news.ycombinator.com/item?id=48456722 Points: 1 # Comments: 0
5
Lessons from a weekend building local AI workflows
周末动手搭建本地AI工作流，从视频转文字到自动剪辑的完整实战经验。
Article URL: http://stefano.petrilli.xyz/building-ai-workflows/ Comments URL: https://news.ycombinator.com/item?id=48423498 Points: 2 # Comments: 0
6
Mellum2 Goes Open Source: A Fast Model for AI Workflows
JetBrains开源12B参数Mellum2模型，专为AI工作流中的路由、问答和子代理场景优化。
Article URL: https://blog.jetbrains.com/ai/2026/06/mellum2-goes-open-source-a-fast-model-for-ai-workflows/ Comments URL: https://news.ycombinator.com/…
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Effect-Transparent Governance for AI Workflow Architectures: Semantic Preservation, Expressive Minimality, and Decidability Boundaries
为AI工作流架构提出效果透明治理框架，核心突破语义保持与可判定性边界，学术价值极高。
arXiv:2605.01030v3 Announce Type: replace Abstract: We present a machine-checked formalization of structurally governed AI workflow architectures and …
8
AI workflows: an industry optimising the wrong variables
AI行业沉迷优化错误变量？这篇文章点出当前工作流设计的核心盲区，值得反思。
Article URL: https://adsurg.substack.com/p/navigating-ai-with-paper-maps Comments URL: https://news.ycombinator.com/item?id=48231808 Points: 6 # Comme…