1
OpenAI大神教你如何榨干Codex
Codex周活破400万，官方使用指南来了：大神教你用Command键一键切换线程，还能自动监控Slack审阅。
13k星开源库作者解锁Codex-maxxing！
2
Llmff v0.1.2: FFmpeg-Shaped Pipelines for LLM Workflows
FFmpeg风格管道架构，让LLM工作流像视频处理一样灵活组合，新版本0.1.2发布。
Article URL: https://github.com/syndicalt/llmff/releases/tag/v0.1.2 Comments URL: https://news.ycombinator.com/item?id=48239913 Points: 2 # Comments: …
3
Learning to Configure Agentic AI Systems
提出学习式配置方法，替代手动调优，提升LLM智能体系统的自适应能力
arXiv:2602.11574v3 Announce Type: replace Abstract: Configuring LLM-based agent systems involves choosing workflows, tools, token budgets, and prompts…
4
AdventHealth advances whole-person care with OpenAI
医疗巨头如何用ChatGPT省下行政时间，把更多精力还给患者。
AdventHealth is using ChatGPT for Healthcare to streamline workflows, reduce administrative burden, and return more time to patient care.
5
Ask HN: Anyone else struggling with AI and work?
10年老Web开发者分享：AI编码助手从得力工具变成困扰，Opus 4.5成了转折点。
Been a developer for a little over 10 years now. I work on web stuff. Your typical React/Svelte codebases with Node backends. The past year or so I've…
6
Learning to Hand Off: Provably Convergent Workflow Learning under Interface Constraints
首次证明带接口约束的工作流学习能保证收敛，理论突破为自动化流程生成奠基。
arXiv:2605.19140v1 Announce Type: new Abstract: We study workflow learning in a setting where specialized agents hand off control through a shared art…
7
吸取《赛博朋克 2077》首发翻车教训，CDPR 改进《巫师 4》《赛博朋克 2》开发流程
将游戏开发文档与项目管理无缝整合，CDPR用它来避免《赛博朋克2077》首发翻车的教训，值得每个游戏团队尝试。
IT之家 5 月 21 日消息，据游戏媒体 GamesRadar 昨天报道，CDPR 首席技术文档撰稿人 Jarosław Ruciński 与高级撰稿人 Adrian Fulneczek 最近在 Digital Dragons 论坛发表演讲，谈及工作室未来如何开发《巫师 4》《赛博朋克 2》，避免…
8
Phone control for AI coding sessions is not a tiny terminal
手机控制AI编程看似可行，实则受限，远程工具无法解决操作瓶颈。
Most mobile AI coding workflows eventually hit the same wall. tmux keeps the process alive. SSH lets the phone attach. Remote desktop can show the who…
9
The founder's playbook: Building an AI-native startup
Anthropic官方出品，教创始人用AI原生方式搭建初创公司，从零代码到自动化工作流，附实操框架与Claude提示。
Article URL: https://claude.com/blog/the-founders-playbook Comments URL: https://news.ycombinator.com/item?id=48191489 Points: 4 # Comments: 1
10
GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration
GraphBit用有向无环图取代大模型自编排，彻底根治幻觉路由与无限循环，AI工作流走向确定性执行。
arXiv:2605.13848v1 Announce Type: new Abstract: Agentic LLM frameworks that rely on prompted orchestration, where the model itself determines workflow…
11
Show HN: We built an AI strategy agent that runs consulting-style workflows
AI驱动的战略分析工具，像咨询公司一样帮你做商业决策，端到端解决难题。
Before this, I worked in strategy consulting at McKinsey and later in product and corporate strategy roles at Cisco. One pain point I kept seeing: man…
12
AI-driven development – It's a spectrum
将AI辅助开发比喻为光谱而非非黑即白，强调持续学习与个性化适应的真实现状。
Article URL: https://avohq.io/blog/ai-driven-development-it-s-a-spectrum Comments URL: https://news.ycombinator.com/item?id=48191068 Points: 1 # Comme…
13
PROTEA: Offline Evaluation and Iterative Refinement for Multi-Agent LLM Workflows
多智能体LLM工作流的离线评估与迭代优化新框架，即将亮相ACL 2026，助力复杂协作场景调优。
arXiv:2605.18032v1 Announce Type: new Abstract: Multi-agent LLM workflows -- systems composed of multiple role-specific LLM calls -- often outperform …
14
GraphFlow: An Architecture for Formally Verifiable Visual Workflows Enabling Reliable Agentic AI Automation
GraphFlow用形式化验证确保视觉工作流可靠性，解决多步AI自动化中的错误累积问题，是可靠智能体架构新探索。
arXiv:2605.14968v1 Announce Type: new Abstract: GraphFlow is a visual workflow system designed to improve the reliability of agentic AI automation in …
15
MediaClaw: Multimodal Intelligent-Agent Platform Technical Report
多模态代理平台MediaClaw提出三层架构，解决AIGC部署碎片化痛点，技术报告首发。
arXiv:2605.14771v1 Announce Type: new Abstract: MediaClaw is a multimodal agent platform built on the OpenClaw ecosystem. Its core design follows a th…
16
Put AI to work for your product team
OpenAI官方教你如何把AI融入产品团队工作流，提升协作与产出效率。
Put AI to work for your product team
17
6 n8n Workflow Patterns for AI Automation (Lead Gen, Enrichment, RAG, Self-Healing)
6种生产级n8n工作流模式，涵盖线索生成、数据丰富、RAG与自愈，附真实案例，适合AI自动化进阶者。
6 n8n workflow patterns for AI automation (with real examples) After building n8n automations for over a year across different use cases, I started re…
18
Introducing the Codex app
OpenAI推出Codex for macOS，AI编程命令中心，支持多智能体并行协作，重塑开发工作流。
Introducing the Codex app for macOS—a command center for AI coding and software development with multiple agents, parallel workflows, and long-running…
19
How enterprises are scaling AI
OpenAI官方指南：企业如何从实验到规模化部署AI，聚焦信任、治理与工作流设计
How enterprises scale AI: from early experiments to compounding impact through trust, governance, workflow design, and quality at scale.
20
I created a 126K line Android app with AI – the workflow that worked for me
不懂Kotlin但凭AI辅助，18年老程序员成功开发了12.6万行Android应用，分享值得借鉴的工作流。
I really wanted to see how far I can go. Can I create a meaningful and complex application, big enough, but without knowing the language. I have 18+ y…