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Hacker News ·

Show HN: 42Loop - Agent runs the product, I assist it

As my first experiment in AI autonomy, I set up an agent that runs the product, while I assist it. The product is the community board hosted on the homepage of 42Loop.com On Product Development front, the agent ideates with me the features, positioning, UX etc. and provides me the prompts that I pass on to a coding agent (as we progress the goal is to take myself out of the loop) On the marketing and ops front, the agent finds apps to list, reviews them, finds opportunities to promote the produc

Product Hunt ·

Gemini 4 Carbon

Google's next frontier model

V2EX ·

[程序员] 开源一个 Claude 桌面端,防止被 Claude 封号

由于自己已经连续使用 Claude 一个月了,主要是怕 Claude 桌面端有钓鱼行为,因此,一直也是使用 Claude 终端。 但是,由于不太喜欢黑乎乎的终端,就自己 vibe 了一个 Claude 桌面端,本质上就是开发一个客户端,里面其实就是直接运行 Claude 的终端,因此,安全性与 Claude 终端一致。 https://github.com/elioinvest/Crew 目前支持的特性: 1 、支持 Claude 以及 ChatGPT ,同时,可以自由切换其对应的模型,也可以切换模型的推理强度 2 、支持单个窗口的网格化,也就是一个窗口切成不同网格,每个放不同的 session 会话,同一个窗口就直接多个项目同时跑。 3 、也支持图片上传

V2EX ·

[分享创造] 能让 flash 模型表现得极其专业的提示词

本人二十年后端开发和架构经验,对 coding agent 的要求就是稳、准、慎三个字。我现在的 AI 工具搭建很简单,就是先装一个 pi ,里面装一个记忆插件(尝试过一些,最后选择用 Magic-Context ),然后配置一个全局的系统提示词。就这些。然后我用的模型就是各类 flash 模型,最便宜的。我一直专注于把最便宜的模型用到极致。 要想把最便宜的模型用好,系统提示词很重要,它决定了 agent 的思考风格和基调。我们是小公司,没有测试环境,没有测试流程,改完了就上线。我的 pi 是可以直接访问生产环境的,但凡出现报错日志,我只要粘贴日志内容,然后说“分析一下原因”,agent 就会翻日志、翻代码、翻数据库,翻配置文件,最后把横跨多个数据库和多个模块调用的来龙去脉讲清楚,最后还给出建议。 总之,就我的体验,这套提示词配合项目具体的 skill ,我用起来还是比较满意的。我现在唯一不让 agent 做的就是数据库修改操作。 提示词大小 7K 左右,具体内容 https://gist.github.com/yiding-he/9d02d5bba749a854ac1bfe75769

V2EX ·

[分享创造] 做了个把照片变成说唱 MV 的小站,咪咪也能来段说唱 😂(送兑换码)

大家好,最近业余时间做了个小站: https://rap-video.ai 玩法很简单:上传一张照片 → 选个说唱风格 → 等一会儿,就能拿到一段这个人(或宠物)在说唱的短视频。 先看效果(点图片可以看视频): Rap Battle 风格 宠物说唱风格 目前有这几种风格(点名字可以看各自的示例): 酒店大堂说唱 Rap Battle 生日说唱 (可以填名字,适合给朋友整活) UK Drill 90s Old School 宠物说唱 (猫狗专用) 技术栈 简单说一下,没什么高深的: 全栈框架用的 TanStack Start + React 19 整站跑在 Cloudflare Workers 上,数据库 D1 、存储 R2 视频生成走的 Veo 3.1 ,用 Cloudflare Workflow 做异步任务 整套 Cloudflare 下来,除了视频模型本身,基础设施成本几乎可以忽略,独立开发挺省心的。 关于收费 视频模型每次调用都有实打实的成本,所以没做注册赠送,这点先坦白一下。 给 V2EX 的朋友准备了 5 个兑换码,每个可免费生成 1 个 720p 视频,一码一人: V2EX

Hacker News ·

Show HN: X402 integrations for an AI-agent data API, checked in a clean room

I run Blockchain IQ. We sell some crypto data to software agents per request over x402 (HTTP 402, USDC on Base, no account or API key). In October we paid for integrations: 22 were submitted and we checked each one by matching its on-chain payment to our purchase log and running it in a clean temporary folder with a throwaway wallet. Twenty passed; the post lists all of them with the exact commits we ran. To try the API: `curl -i https://www.blockchainiq.co/api/x402/v1/brief ` returns the 402 wi

Simon Willison ·

GitHub Octoverse 2026

GitHub Octoverse 2026 I'm at GitHub Universe today (GitHub gave me a free ticket through their "GitHub Stars" program). EVP Jay Parikh just announced this year's Octoverse report, and highlighted these numbers in particular: This is a pretty stark representation of the impact of agentic engineering on GitHub. In 2026, merged pull requests tripled in less than a year to 220 million per month. Commits more than tripled to 7.38 billion per month, with most of that increase in the second half of thi

Hacker News ·

Show HN: Vu – a new programming language designed for AI. Rust speeds, Py syntax

hi everyone! I wanted to share what I've been working on these past 6~ years. TL;DR: Rust is great, but somewhere along the way, I learned that I was too dumb to read and write Rust. As I worked on larger and larger Rust projects, I also became frustrated with the developer experience of working in Rust (slow compile time), so I wanted a better way. Vu's language changed a bit over time but the core principles remained the same: 1. It should be easy to read and write 2. It should be memory safe

Hacker News ·

Show HN: Potential conversation partners in Bluesky using agentic search

What if instead of talking to AI, we could find human counterparts currently sharing the same interest to talk to? Some whales kind of do that by singing across the ocean. This inspired a thought process for a conceptual social network - whalesong - where an idea, thought or a conversationally valuable statement could be matched on. In contrast with the wide-broadcast social network visibility (restricted on groups or connections), I’d love to explore the idea of context-based networking. This e

V2EX ·

[程序员] 全程家宽+软路由+全局,还是被 Claude 发现来自大陆

23 年 11 月注册了第一个号,但是当时 Claude 没 GPT 好用,所以一直轻度使用 直到出了 Claude Design 和 opus5.5 之后开始高强度使用 opus5.5 出的第二天开始上了 20×,不过由于我自己粗心大意,直连了一次,跳了 region unavailable ,第二天就被封了,享年 2 周岁 上上个月新号(不是新注册,只是开始用,一年前注册的),先养了半个月 Pro ,再上的 5×,全程软路由+家庭 ip+全局规则,在 ROG 上用到今天 我今天同一网络环境下,在我的 mac 上登了一下,20 分钟之后就报 region unavailable 了 第一个号和目前这个号都没有跳 kyc ,第二个号跳了 kyc ,我用我自己的 第三国居留卡 过的 付款都是我本人名下的外国卡付的,大概率不是卡的问题,而且 3 个号是不同的卡付的 今天我启用了我养的第三个号,全程浏览器,不装客户端,全程英语对话;看一下能活到什么时候;目前它还没有发现我是中国人 A\ 肯定是在客户端埋了什么阴湿代码,我都把 mac 的定位功能 整个关闭了

Hugging Face Spaces ·

speridlabs/idol

Interactive demo built with gradio

MIT News ·

3 Questions: Why infrastructure is entering a defining era

Professor Ali Jadbabaie describes how AI, digital transformation, climate change, and complex geopolitics are forcing engineers and policymakers to rethink how infrastructure is designed, built, and managed.