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Ask HN: What is your daily AI stack?
程序员日常AI工具堆栈公开，从LLM到代码审查，一份实用参考清单。
Which AI tools benefiting you most in day-day work? Which tool you stopped using? Let's share so that we can each learn from other experience and use …
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Ask HN: Are LLMs creating busy work?
质疑AI工具热潮：你的Claude Code到底在帮你干活，还是帮你制造更多“忙碌”？
When I look at what engineers and non-engineers are doing with LLMs (Claude Code and friends) at any company, I'm finding more and more instances of b…
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AI should feel like a keyboard shortcut, not a website
AI像键盘快捷键一样嵌入本地应用，无需联网，保护隐私，告别繁琐切换。
Article URL: https://wheelly.ai/ Comments URL: https://news.ycombinator.com/item?id=48213001 Points: 1 # Comments: 0
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Prompt Optimizer: Does Prompt Engineering Matter in 2026?
AI提示优化器，精准检测提示类型类别，91.94%准确率，让提示工程更科学高效
The Struggle: Why Generic Prompt Optimization Fails I spent six hours last month watching a prompt optimizer tank a code generation task. The system h…
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How do you reduce LLM spam in PR reviews?
如何避免同事用AI生成垃圾PR评论？来自Hacker News的热议，探讨LLM在代码审查中的坑与最佳实践。
Title. I finally got annoyed enough at work with a colleague who posted an 11 point list they clearly hadn't read or reviewed as a comment on my PR th…
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Ask HN: How to make a mono-repo AI-Ready?
探讨大型单体仓库如何适应AI工具，核心是让代码更规范、可理解，实现AI就绪等于人类就绪。
The org is pushing for AI-readiness! We run a fairly large monorepo, part of that is a shared web-platform. Our team is struggling with the inbound co…
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Token Saver for AI Tools
AI工具烧Token太快？这个小工具帮你精细管理使用成本
Article URL: https://are-you-burning-tokens.vercel.app/ Comments URL: https://news.ycombinator.com/item?id=48207822 Points: 1 # Comments: 1
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LyricLens - AI-powered song lyrics analysis tool
AI赋能歌词深度解析，帮你发现歌曲背后的诗歌、隐喻与故事
This is a submission for the Gemma 4 Challenge: Build with Gemma 4 What I Built LyricLens is an AI-powered lyrical forensics tool that helps listeners…
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Ask HN: Company is rapidly cutting AI tool spend how to prep team?
公司AI工具花费暴增导致预算削减，团队如何应对？从HN讨论中汲取经验。
Company I work for is now rapidly planning to scale down its AI tooling spend. Claude code access is basically getting removed and people are forbidde…
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New and improved content moderation tooling
OpenAI推出全新免费内容审核API，更精准高效地过滤不当内容，开发者立即可用。
We are introducing a new and improved content moderation tool. The Moderation endpoint improves upon our previous content filter, and is available for…
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DeepSlide: From Artifacts to Presentation Delivery
论文提出DeepSlide多智能体系统，不止生成幻灯片，更优化演讲节奏与叙事，提升全流程演示交付。
arXiv:2605.15202v1 Announce Type: new Abstract: Presentations are a primary medium for scholarly communication, yet most AI slide generators optimize …
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AI tool won't fix a broken operating model. It will automate it
AI无法修复糟糕的运营模型，只会加速其崩溃——先想清楚模式再谈工具。
Article URL: https://techlex.net/strategy-before-technology/ Comments URL: https://news.ycombinator.com/item?id=48181862 Points: 1 # Comments: 0
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Using skills
OpenAI官方教程，教你用ChatGPT技能打造自动化工作流，提升输出质量。
Learn how to create and use ChatGPT skills to build reusable workflows, automate recurring tasks, and ensure consistent, high-quality outputs.
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Google Antigravity 2.0
从桌面应用直接编排多智能体工作流，Google Antigravity 2.0 让复杂协作变得简单直观。
Orchestrate multi-agent workflows from a desktop app Discussion | Link
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I don't want to be a programmer, I want to remind developers that they are failing us and they must take action
开发者被多款AI工具和插件折磨，这篇文章直击碎片化痛点，给出统一接口的解决思路。
use Claude for project planning (it's expensive), use DeepSeek or a cheap Chinese model for coding, use Gemini for review. Errors here, errors there, …
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AI agent harnesses like OpenClaw are changing LLMs, inference, and CPUs
OpenClaw等AI代理工具正在重塑LLM推理与CPU效率，一文看懂技术新趋势。
Article URL: https://www.theregister.com/ai-ml/2026/05/17/how-ai-agent-harnesses-like-openclaw-are-changing-llms-inference-and-cpus/5241530 Comments U…
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Lowe’s puts project expertise into every hand
Lowe's联手OpenAI打造AI家装助手Mylow，将专家经验融入每个环节，让复杂项目轻松搞定。
Lowe’s partnered with OpenAI to build Mylow and Mylow Companion, AI-powered tools that bring expert help to both customers and store associates—making…
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Multi-Claude
同时运行多个Claude账号，轻松管理AI对话，提升多账号使用效率。
Run multiple Claude accounts side by side on your Mac Discussion | Link