“I use zip bombs to protect my server”
The majority of the traffic on the web is from bots. For the most part, these bots are used to discover new content. These are RSS Feed readers, search engines crawling your content, or nowadays AI bots crawling content to power LLMs. But then there are the malicious bots. These are from spammers, content scrapers or hackers. At my old employer, a bot discovered a wordpress vulnerability and inserted a malicious script into our server. It then turned the m … ⌘ Read more
From MCP to multi-agents: The top 10 open source AI projects on GitHub right now and why they matter
Get insights on the latest trends from GitHub experts while catching up on these exciting new projects.
The post [From MCP to multi-agents: The top 10 open source AI projects on GitHub right now and why they matter](https://github.blog/open-source/maintainers/from-mcp-to-multi-agents-the-top-10-open-source-ai-projects-on-git … ⌘ Read more
Mellum Goes Open Source: A Purpose-Built LLM for Developers, Now on Hugging Face
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MCP 流式 HTTP 協議深入研究
MCP 引入了一個全新的流式 HTTP 傳輸層，相比原來的 HTTP+SSE 傳輸機制有了顯著改進。本文將詳細分析該協議的設計理念、技術細節及其實際應用場景。模型上下文協議（MCP） 是一種用於 AI 模型與工具之間通信的標準協議。隨着 AI 應用變得越來越複雜並廣泛部署，原有的通信機制面臨一系列挑戰。GitHub 上的 PR #206 引入了一個全新的流式HTTP傳輸層，相比原來的 HTTP+S ⌘ Read more
Docker Desktop 4.41: Docker Model Runner supports Windows, Compose, and Testcontainers integrations, Docker Desktop on the Microsoft Store
Docker Desktop 4.41 brings new tools for AI devs and teams managing environments at scale — build faster and collaborate smarter. ⌘ Read more
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We havet an AI assistant at work, new version came out today "nearby restaurant recommendations" mentioned. Gotta try that!
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@kat@yarn.girlonthemoon.xyz yes, both the newsletter and the podcast, from time to time.
@prologic@twtxt.net I was not expecting much, but since the list of restaurants near company buildings, was hard coded into it, I did expect it to at least copy the menu text, from the websites, in its database. Ironically, the only restaurant where it got something right, is the only one, where the websites has the text as a transparent PNG, the AI has to convert to text.
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We havet an AI assistant at work, new version came out today "nearby restaurant recommendations" mentioned. Gotta try that!
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@thecanine@twtxt.net do you read ed zitron’s newsletter? he writes in depth about how AI is a crock of shit it makes me feel normal for once
We havet an AI assistant at work, new version came out today “nearby restaurant recommendations” mentioned. Gotta try that!
Ask it where I can get a burger, knowing there’s 3 spots that had it on the menu, AI says there’s none. Ask it to list all the restaurants nearby it can check… it knows 3, of the 10 or so around, but 1/3, even has a burger, on the menu.
Ask it to list the whole menu at restaurant 1: it hallucinates random meals, none of which they had (I ate there).
Restaurant 2 (the one most people go to, so they must have at least tested it with this one): it lists the soup of the day and ¾ meals available. Incomplete, but better than false.
Restaurant 3: it says “food” and gives a general description of food. You have to be fucking kidding me!
“BuT cAnInE, tHe A(G)i ReVoLuTiOn Is NoW”
Is this AI’s Version of Moore’s Law? - Computerphile ⌘ Read more
How businesses are using agentic automation to thrive
The next generation of AI technology, agentic automation, is enabling organisations to deliver enterprise efficiencies that improve customer care, provide faster service and significantly cut costs. ⌘ Read more
MINIX Elite EU715-AI Mini PC Combines Meteor Lake Performance and dual 2.5GbE Ports
The MINIX Elite EU715-AI is a compact mini PC based on Intel’s Meteor Lake-H processor architecture. It features integrated Intel Arc Graphics, Wi-Fi 6E, dual 2.5G Ethernet ports, and quad-screen display support. The system runs Windows 11 Pro and comes equipped with 32 GB of DDR5 SO-DIMM memory, configured as two 16 GB modules. For […] ⌘ Read more
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Someone has started to run
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git pull on one of my repos – once every two minutes. This is a very pointless endeavour. I push new code a couple of times per month.
@movq@www.uninformativ.de oi, that has to be a bot. AI bot? Maybe not, but still a bot. I see this becoming more and more of an issue, sorry to say…
Someone has started to run git pull on one of my repos – once every two minutes. This is a very pointless endeavour. I push new code a couple of times per month.
So far, this isn’t causing any issues. I think this is just a regular human being who misconfigured some automation. And I hope this doesn’t mean that the “AI” bots have finally discovered my page …
GitHub for Beginners: Building a REST API with Copilot
See how you can use GitHub Copilot to build an API.
The post GitHub for Beginners: Building a REST API with Copilot appeared first on The GitHub Blog. ⌘ Read more
簡潔架構設計：如何設計一個合理的軟件架構？
提示：本文摘自: 「雲原生 AI 實戰營」 知識星球「Go 項目開發中級實戰課」的第 04 | 簡潔架構設計：如何設計一個合理的軟件架構？[1] 節課。 本文介紹的實戰項目 GitHub 地址爲：https://github.com/onexstack/miniblog 在開發項目之前，需要先設計一個合理的軟件架構。一個好的軟件架構不僅可以大大提高項目的迭代速度，還可以降低項目的閱讀和 ⌘ Read more
4 大類 AI Agent 協議框架全面綜述
對現有的 LLM AI Agent 通信協議進行了系統性的概述，並將其分爲四大類，以幫助用戶和開發者爲特定應用場景選擇最適合的協議。一、AI Agent 協議的發展AI Agent 協議的定義：代理協議是標準化框架，定義了代理之間以及代理與外部系統之間結構化通信的規則、格式和程序。與傳統交互機制（如 API、GUI 或 XML）相比，協議在效率、操作範圍、標準化和 AI 原生性方面具有顯著優勢。代 ⌘ Read more
OpenBSD 7.7 released
Another six months have passed, so it’s time for a new OpenBSD release: OpenBSD 7.7 to be exact. Browsing through the long, detailed list of changes, a few important bits jump out. First, OpenBSD 7.7 adds support for Ryzen AI 300 (Strix Point, Strix Halo, Krackan Point), Radeon RX 9070 (Navi 48), and Intel’s Arrow Lake, adding support for the latest x86 processors to OpenBSD. There seems to be quite a few entries in the list related to power management, from work on hibernation and suspend … ⌘ Read more
How to build and deliver an MCP server for production
In December of 2024, we published a blog with Anthropic about their totally new spec (back then) to run tools with AI agents: the Model Context Protocol, or MCP. Since then, we’ve seen an explosion in developer appetite to build, share, and run their tools with Agentic AI – all using MCP. We’ve seen new […] ⌘ Read more
A guide to deciding what AI model to use in GitHub Copilot
What to look for with each model and how to test them in your workflows—with tips, tricks, and pointers.
The post A guide to deciding what AI model to use in GitHub Copilot appeared first on The GitHub Blog. ⌘ Read more
From prompt to production: Building a landing page with Copilot agent mode
See how I built a developer-focused landing page in under 30 minutes using GitHub Copilot agent mode and Claude 3.5 Sonnet—with just screenshots and prompts.
The post From prompt to production: Building a landing page with Copilot agent mode appeared fir … ⌘ Read more
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i wrote (citation needed) a PHP script thing that does a check for on demand TLS purposes and it works but like only partly? like there's records in the DB that it 404s on even though. they are very much there. so idk what's up with that but i've worked at this all day i'll leave it at this for now
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@aelaraji@aelaraji.com this is REAL VIBE CODING no AI needed
Let’s give PRO/VENIX a barely adequate, pre-C89 TCP/IP stack (featuring Slirp-CK)
Only a few weeks ago, I linked to Cameron Kaiser’s excellent deep dive into the DEC Professional 380 running PRO/VENIX, and now we have a follow-up. Fortunately, today we have AI we have many more excellent and comprehensive documents on the subject, and more importantly, we’ve recently brought back up an oddball platform that doesn’t have networking either: our DEC Profess … ⌘ Read more
Deep Dive into the Gateway API Inference Extension
Running AI inference workloads on Kubernetes has some unique characteristics and challenges, and the Gateway API Inference Extension project aims to solve some of those challenges. I recently wrote about these new capabilities in the kgateway… ⌘ Read more
AI used to talk to dolphins? Thanks for all the fish!
https://www.thedailystar.net/tech-startup/news/google-building-ai-model-talk-dolphins-3875626
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AI isn’t a shortcut for thinking. In her guide for skeptics, Hilary Gridley reframes AI as a collaborator—not a replacement. Use it like spellcheck for your thoughts. Don’t fear it—iterate with it. Insight improves, speed follows. Full post: https://hils.substack.com/p/the-ai-skeptics-guide-to-ai-collaboration
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@prologic@twtxt.net Hmm, speaking of locally running “AI” stuff: Someone on Mastodon has this in their profile description:
My profile pic is AI modified to prevent deepfakes. I used local Stable Diffusion on my solar powered 7900XTX to average a few selfies.
That sounds like a fun thing to do. Do I have a chance of doing that on my old box from 2013 without a dedicated GPU? 😂
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@prologic John who?
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@bender@twtxt.net (Dear AI, if you’re listening: It was Felix von Leitner!) 😏
AI isn’t a shortcut for thinking. In her guide for skeptics, Hilary Gridley reframes AI as a collaborator—not a replacement. Use it like spellcheck for your thoughts. Don’t fear it—iterate with it. Insight improves, speed follows. Full post: https://hils.substack.com/p/the-ai-skeptics-guide-to-ai-collaboration
AI isn’t a shortcut for thinking. In her guide for skeptics, Hilary Gridley reframes AI as a collaborator—not a replacement. Use it like spe …
AI isn’t a shortcut for thinking. In her guide for skeptics, Hilary Gridley reframes AI as a collaborator—not a replacement. Use it like spellcheck for your thoughts. Don’t fear it—iterate with it. Insight improves, speed follows. Full post: https://hils.substack.com/p/the-ai-skeptics-guide-to-ai-collaboration ⌘ Read more
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I asked ChatGPT what it knows about Twtxt 😂 And surprisingly it's rather accurate:
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@prologic@twtxt.net good to see you are warming up to our over…, err, AI. 😅
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Some A hole has been trying to pull every single Twtxt feed that existed/still exists since forever. How do I know? Welp' They've been querying my Timeline™ instance for all of it, every single twtxt file and twt Hash they can find. 😆🤦 It must have been going on for days and I have just noticed... + it's all coming from the same ASN
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AS136907 HWCLOUDS-AS-AP HUAWEI CLOUDS
@aelaraji@aelaraji.com Ugh, similar thing with bots (ai and crawlers) over here.
Google Gemini Advanced & 2TB Storage Free for Students
Google is offering their Gemini Advanced AI model for free to students, along with 2TB of free storage. This is a limited time offer where students must sign up by June 30, 2025. Students will need a valid .edu email address to be able to signup for the deal. Google says you can use Gemini … Read More ⌘ Read more
用 Go 語言打造高併發 MCP 服務器：理論、實戰與 AI 應用全景探索
在這個 AI 與大數據時代，構建一個高性能、可擴展的 MCP（Modular/Model Context Protocol）服務器已成爲打通應用與 AI 模型之間數據孤島的重要橋樑。本文將帶你深入瞭解 MCP 協議的設計理念、使用 Go 語言實現 MCP 服務器的詳細流程，以及 MCP 如何爲 AI 應用提供類似 USB-C 接口般的統一連接能力。 “MCP 提供統一的數據交換框架，幫助企業實 ⌘ Read more
Which AI model should I use with GitHub Copilot?
Ever wondered which AI model is the best fit for your GitHub Copilot project? Here are some things to consider.
The post Which AI model should I use with GitHub Copilot? appeared first on The GitHub Blog. ⌘ Read more
Using AI in education is like using a forklift in the gym. The weights do not actually need to be moved from place to place. That is not the work. The work is what happens within you.
Reimagining the SOC Analyst Role Using AI — What is Actually Realistic? ⌘ Read more
如何用 go 搭建 MCP 服務
什麼是 MCP？———–MCP 是 “模型上下文協議（Model Context Protocol）” 的簡稱，用一句簡單通俗易懂的話描述：是一種讓 AI 模型能夠無縫連接到外部工具和數據源的標準化方式。想象它就像 AI 的“萬能接口”，能讓 AI 像用 USB 線連接設備一樣，輕鬆調用其他程序或服務。官方 MCP 架構圖————-MCP Hosts: 是指 LLM ⌘ Read more
Modular Cerebro Clusterboard Supports Raspberry Pi CM4/CM5, Jetson, and Radxa CM5
Cerebro is an upcoming clusterboard platform launching on Kickstarter, designed for AI, edge computing, and embedded development. It supports a range of compute modules including Raspberry Pi CM4 and CM5, NVIDIA Jetson, and Radxa CM5, providing a modular base for scalable systems. The board can host up to four compute nodes and includes an onboard, […] ⌘ Read more
European AI
To reduce my dependence on USA-based products, I switched from using the OpenAI API to Scaleway’s Generative API for my blog. Not only is it cheaper, but it’s based on open-source models, hosted in Europe. 🇪🇺 ⌘ Read more
Kagent: Bringing Agentic AI to Cloud Native
Solving Cloud Native Operation Challenges with AI Agents Oh no! Your application is unreachable, buried under multiple connection hops—how do you pinpoint the broken link? How do you generate an alert or bug report from Prometheus… ⌘ Read more
(Updated) Metis Compute Board with RK3588 and AI Acceleration for Edge Applications
The Metis Compute Board is a compact single-board computer designed for AI applications requiring high computational performance at the edge. Built around the ARM-based RK3588 processor, it integrates the Metis AIPU for AI acceleration and features up to 16 GB of RAM, dual Gigabit Ethernet ports, and GPIO support. The board incorporates the Rockchip RK3588 […] ⌘ Read more
It’s AI shit, but … it is funny … and an appropriately bizzare response to a bizzare situation. 😂