A self-hosted news site that finds trending stories, has an LLM score them twice, and writes its own daily digest. 🔗 KKKKhazix/AIHOT
Credits: KKKKhazix/AIHOT
#aihot #typescript #opensource
3 likes
AIHOT is trending on GitHub #Shorts
KKKKhazix/AIHOT ⭐8658 — 一个自己找热点、自己写日报的网站框架。把信源和精选标准换成你的，它就是你的行业热点站。. #github #opensource #programming #softwareengineering #devtools #coding #developer
KKKKhazix/AIHOT
#Shorts
3 views
仓库：KKKKhazix/AIHOT
线上示例：aihot.news
文档：换成你的行业信源即可，MIT。
1 like · 8 views
AIHOT: framework de site que acha notícias e escreve o relatório diário
AIHOT é o framework de um site que encontra temas quentes e escreve o relatório diário sozinho. Você troca as fontes e os critérios de curadoria pelos do seu nicho. Sobe com Docker Compose, Postgres e um modelo compatível com a API da OpenAI (o padrão é o DeepSeek). O README está em chinês.
Repositório: KKKKhazix/AIHOT
Licença: MIT
Atenção: fontes como X e WeChat usam serviços pagos de terceiros. O texto integral de artigos vem desligado por padrão (só resumo e link). Confira o robots.txt e os termos de cada fonte antes de rastrear.
Um projeto open source por dia no Byte Cortes. A voz do vídeo é sintética (gerada por IA). Dados do GitHub e do GitTrend (CC0), conferidos na hora da gravação. Estude o projeto antes de usar em produção: o Byte Cortes só apresenta projetos open source, e a decisão e a responsabilidade pelo uso são suas.
#ia #automacao #docker #opensource #github #shorts
7 views
the ultimate AI NEWS Operating system (free repo)
How it works:
1. Open the AI Hot repo, a free open source project.
2. It pulls news from the biggest AI sources across every major AI country.
3. It localizes and summarizes each story for you.
4. You get one dashboard that works like an AI news operating system.
AI Hot is a free open source project that aggregates AI news from the biggest AI countries, then localizes and summarizes it in one place. If you are trying to keep up with AI news without opening twenty tabs, this repo gives you a single AI news operating system. It is built for anyone who wants to track AI releases, research, and announcements in one feed. Great for developers, founders, and anyone following the AI space.
#ainews #aihot #opensource #aicoding #aidevelopers #machinelearning #technews #artificialintelligence #githubrepo #aitools
🔗 Resource mentioned in the video:
KKKKhazix/AIHOT
11 views
This Website Writes Its Own News #Shorts #AI
AIHOT is a GitHub project whose README describes an engine that gathers material from a set of sources and uses a language model to pick and summarize the stories worth reading. Its README says you can swap in your own sources and standards to build a trending news site for your industry.
Repo: KKKKhazix/AIHOT
#Shorts #AI #technology #GitHub #opensource
22 views
基于 AIHOT 开源底座二开，我搭了一套出海信源降噪与 TG 点滴推送管道
关注出海和独立开发的朋友，大概率每天都在经历严重的信息过载：
Product Hunt 、Hacker News 、X 上扑面而来全是各种套壳工具的互吹、加密货币软广和大厂公关稿，想翻点真正开箱即用的硬核项目或带真实 MRR 的变现案例，往往要在垃圾信息里淘金一小时。
前阵子看到卡兹克开源的 AIHOT（非常优雅的开源架构：pg-boss 队列 + pgvector 语义聚类 + LLM 打分），框架底座很扎实，但它是专门给泛 AI 资讯设计的。
正好我需要一个专注出海与独立开发的纯净雷达，于是基于 AIHOT 做了较大幅度的二次开发和调优：
做了哪些二开和改造？
1. 信源池重构：剔除泛 AI 媒体，换成了 Product Hunt 、HN Show HN 、Trends.vc 、V2EX 创造节点、Stripe 官方动态等一手出海与创客源；
2. 打分规则重写：修改原版的打分 Prompts ，重构为针对出海独立开发的 5 轴标准（重点考察商业可行性、开源成熟度、实操落地性，砍掉 90% 以上的纯公关与营销号）；
3. 推送管道改造：AIHOT 原版偏重 Web 浏览，我针对移动端阅读习惯补充了 Telegram 频道广播，并做了硬编码的防打扰机制（≥68 分门槛、单日上限 4 条、间隔 2.5 小时、夜间 23:00-08:30 严格静默）。
目前的在线实例（无任何广告/返利）
- Web 端归档（支持 RSS ）： radar.everythingisok.top
- Telegram 实时点滴广播（仅高分精选）： t.me
底座开源代码在此致敬原作者：github.com/KKKKhazix/AIHOT。
想借这个帖子向社区里的出海老兵们请教两个问题：
1. 大家平时肉身翻出海资讯时，有哪些信源是“噪音极大、营销号扎堆”应该直接拉黑的？
2. 对于出海工具，大家更看重“变现模式剖析”还是“技术架构开箱即用”？
欢迎大家挑刺提意见，我好继续调整打分 Prompts 和过滤规则。
found AIHOT poking through repos tonight, an open-sourced engine for niche news sites. what I like: two model scoring passes, same-day coverage clustered into one event, heat decays per-event not per-article. swap in your field's prompts, keep the code. KKKKhazix/AIHOT t.co
1 like · 61 views
🚀 Trending on GitHub
AIHOT by KKKKhazix
⭐ 5,990
🧠 An open-source engine that scrapes your chosen sources, has an AI score and cluster the stories, and auto-publishes a daily curated news briefing for any industry.
KKKKhazix/AIHOT
#GenAI #OpenSource #AI
1 like · 35 views
做行业热点站，最头疼的是每天刷几十个信源还漏重点。
卡兹克把 AIHOT 的引擎开源了：
· RSS/X/公众号等6种信源自动采集
· 大模型预筛+两次打分，写中文标题摘要
· 同一事件自动聚合，按热度排，每早出日报
· 提示词和门槛全公开，MIT
开源不到一周 5.9k⭐
KKKKhazix/AIHOT
#AI工具 #开源
1 like · 30 views
Mentions
A self-hosted news site that finds trending stories, has an LLM score them twice, and writes its own daily digest. 🔗 KKKKhazix/AIHOT Credits: KKKKhazix/AIHOT #aihot #typescript #opensource
AIHOT is trending on GitHub #Shorts KKKKhazix/AIHOT ⭐8658 — 一个自己找热点、自己写日报的网站框架。把信源和精选标准换成你的，它就是你的行业热点站。. #github #opensource #programming #softwareengineering #devtools #coding #developer KKKKhazix/AIHOT #Shorts
仓库：KKKKhazix/AIHOT 线上示例：aihot.news 文档：换成你的行业信源即可，MIT。
AIHOT: framework de site que acha notícias e escreve o relatório diário AIHOT é o framework de um site que encontra temas quentes e escreve o relatório diário sozinho. Você troca as fontes e os critérios de curadoria pelos do seu nicho. Sobe com Docker Compose, Postgres e um modelo compatível com a API da OpenAI (o padrão é o DeepSeek). O README está em chinês. Repositório: KKKKhazix/AIHOT Licença: MIT Atenção: fontes como X e WeChat usam serviços pagos de terceiros. O texto integral de artigos vem desligado por padrão (só resumo e link). Confira o robots.txt e os termos de cada fonte antes de rastrear. Um projeto open source por dia no Byte Cortes. A voz do vídeo é sintética (gerada por IA). Dados do GitHub e do GitTrend (CC0), conferidos na hora da gravação. Estude o projeto antes de usar em produção: o Byte Cortes só apresenta projetos open source, e a decisão e a responsabilidade pelo uso são suas. #ia #automacao #docker #opensource #github #shorts
the ultimate AI NEWS Operating system (free repo) How it works: 1. Open the AI Hot repo, a free open source project. 2. It pulls news from the biggest AI sources across every major AI country. 3. It localizes and summarizes each story for you. 4. You get one dashboard that works like an AI news operating system. AI Hot is a free open source project that aggregates AI news from the biggest AI countries, then localizes and summarizes it in one place. If you are trying to keep up with AI news without opening twenty tabs, this repo gives you a single AI news operating system. It is built for anyone who wants to track AI releases, research, and announcements in one feed. Great for developers, founders, and anyone following the AI space. #ainews #aihot #opensource #aicoding #aidevelopers #machinelearning #technews #artificialintelligence #githubrepo #aitools 🔗 Resource mentioned in the video: KKKKhazix/AIHOT
This Website Writes Its Own News #Shorts #AI AIHOT is a GitHub project whose README describes an engine that gathers material from a set of sources and uses a language model to pick and summarize the stories worth reading. Its README says you can swap in your own sources and standards to build a trending news site for your industry. Repo: KKKKhazix/AIHOT #Shorts #AI #technology #GitHub #opensource
基于 AIHOT 开源底座二开，我搭了一套出海信源降噪与 TG 点滴推送管道 关注出海和独立开发的朋友，大概率每天都在经历严重的信息过载： Product Hunt 、Hacker News 、X 上扑面而来全是各种套壳工具的互吹、加密货币软广和大厂公关稿，想翻点真正开箱即用的硬核项目或带真实 MRR 的变现案例，往往要在垃圾信息里淘金一小时。 前阵子看到卡兹克开源的 AIHOT（非常优雅的开源架构：pg-boss 队列 + pgvector 语义聚类 + LLM 打分），框架底座很扎实，但它是专门给泛 AI 资讯设计的。 正好我需要一个专注出海与独立开发的纯净雷达，于是基于 AIHOT 做了较大幅度的二次开发和调优： 做了哪些二开和改造？ 1. 信源池重构：剔除泛 AI 媒体，换成了 Product Hunt 、HN Show HN 、Trends.vc 、V2EX 创造节点、Stripe 官方动态等一手出海与创客源； 2. 打分规则重写：修改原版的打分 Prompts ，重构为针对出海独立开发的 5 轴标准（重点考察商业可行性、开源成熟度、实操落地性，砍掉 90% 以上的纯公关与营销号）； 3. 推送管道改造：AIHOT 原版偏重 Web 浏览，我针对移动端阅读习惯补充了 Telegram 频道广播，并做了硬编码的防打扰机制（≥68 分门槛、单日上限 4 条、间隔 2.5 小时、夜间 23:00-08:30 严格静默）。 目前的在线实例（无任何广告/返利） - Web 端归档（支持 RSS ）： radar.everythingisok.top - Telegram 实时点滴广播（仅高分精选）： t.me 底座开源代码在此致敬原作者：github.com/KKKKhazix/AIHOT。 想借这个帖子向社区里的出海老兵们请教两个问题： 1. 大家平时肉身翻出海资讯时，有哪些信源是“噪音极大、营销号扎堆”应该直接拉黑的？ 2. 对于出海工具，大家更看重“变现模式剖析”还是“技术架构开箱即用”？ 欢迎大家挑刺提意见，我好继续调整打分 Prompts 和过滤规则。
found AIHOT poking through repos tonight, an open-sourced engine for niche news sites. what I like: two model scoring passes, same-day coverage clustered into one event, heat decays per-event not per-article. swap in your field's prompts, keep the code. KKKKhazix/AIHOT t.co
🚀 Trending on GitHub AIHOT by KKKKhazix ⭐ 5,990 🧠 An open-source engine that scrapes your chosen sources, has an AI score and cluster the stories, and auto-publishes a daily curated news briefing for any industry. KKKKhazix/AIHOT #GenAI #OpenSource #AI
做行业热点站，最头疼的是每天刷几十个信源还漏重点。 卡兹克把 AIHOT 的引擎开源了： · RSS/X/公众号等6种信源自动采集 · 大模型预筛+两次打分，写中文标题摘要 · 同一事件自动聚合，按热度排，每早出日报 · 提示词和门槛全公开，MIT 开源不到一周 5.9k⭐ KKKKhazix/AIHOT #AI工具 #开源