# Mac Mini Mac mini is an ultracompact Apple desktop computer that supports software development, AI workloads, and other technical workflows. This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles. ## Intern 2 offers an isolated environment and cloud inference for running personal bots DevFeed: [Intern 2 offers an isolated environment and cloud inference for running personal bots]() Original publisher: [Read original article]() Author: Thomas Claburn Published: 2026-09-16T23:28:59Z Content type: news Language: en Sources: [www.theregister.com - Articles]() Topics: [Bots](), [Mac Mini](), [Inference]() Tags: [ai-agents](), [ai-and-ml](), [automate](), [autonomous-ai](), [bots](), [edge-computing](), [inference](), [intern-2](), [mac-mini](), [open-source](), [personal-tech]() ### AI overview Intern 2 provides an isolated environment and cloud inference for automating tasks with personal bots. ### Source excerpt 'Intern 2' offers an isolated environment and cloudy inference to automate your world ## The Mac mini's compact design is influencing competing mini PCs DevFeed: [The Mac mini's compact design is influencing competing mini PCs]() Original publisher: [Read original article]() Author: Sarang Sheth Published: 2026-09-15T19:15:48Z Content type: opinion Language: en Sources: [Yanko Design]() Topics: [Mac Mini](), [pc](), [ASUS](), [ddr5](), [UEFI]() Tags: [amd](), [apple](), [asus](), [benchmark](), [ddr5](), [design](), [desktops](), [desktops-editorial-product-design-mac-mini-mini-pcs](), [editorial](), [mac-mini](), [mini-pc](), [mini-pcs](), [pc](), [pcie](), [product-design](), [review](), [uefi]() ### AI overview The article argues that Apple's Mac mini dimensions and compact aluminum design have influenced competing mini PCs from ASUS, Geekom, Links, Dell, Lenovo and MSI. It also discusses differences in hardware, thermals and firmware, including a UEFI bug that affected one Geekom benchmark. ### Source excerpt The Mac mini Form Factor is So Perfect, Literally Everyone is Copying It Apple's Mac mini is a 127 by 127 by 50mm aluminum square, and the PC industry has spent 2026 rebuilding that square with different logos... ## A Custom Handheld Cyberdeck Rehouses an M4 Mac Mini Motherboard DevFeed: [A Custom Handheld Cyberdeck Rehouses an M4 Mac Mini Motherboard]() Original publisher: [Read original article]() Author: JC Torres Published: 2026-09-14T10:07:38Z Content type: article Language: en Sources: [Yanko Design]() Topics: [Mac Mini](), [macOS](), [touchscreen](), [USB](), [3D]() Tags: [3d](), [apple](), [cyberdeck](), [diy](), [gadgets](), [gadgets-gaming-technology-cyberdeck-diy-gaming-handheld-mac-mini-modular](), [gaming](), [gaming-handheld](), [mac-mini](), [macos](), [modular](), [technology](), [touchscreen](), [usb]() ### AI overview A builder converted an M4 Mac Mini motherboard into the core of a handheld cyberdeck. The custom 3D-printed device retains the original cooling system, runs macOS, and includes a touchscreen, keyboard, wired Joy-Con controls, and a USB hub. ### Source excerpt The Mac Mini Belongs on a Desk, This Build Runs It From Your Hands Most people who outgrow a Mac Mini just buy a bigger one. One builder went the opposite direction, gutting an M4 Mac Mini down to... ## How Yandex adapted Apple Mac mini computers for data-center racks DevFeed: [How Yandex adapted Apple Mac mini computers for data-center racks]() Original publisher: [Read original article]() Author: AksyonovV (Яндекс, Yandex Cloud & Yandex Infrastructure) Published: 2026-07-15T07:00:29Z Content type: article Language: ru Sources: [Яндекс - Как мы делаем Яндекс / Статьи]() Topics: [Mac Mini](), [iOS](), [macOS]() Tags: [apple](), [ios](), [mac-mini](), [macos](), [tag-33a216c63a9d](), [tag-4004cf5948d3](), [tag-4b03cb5e45cd](), [tag-4b255a113e08](), [tag-7d3192731afc]() ### AI overview The article describes how Yandex adapted standard Apple Mac mini computers for installation in data-center server racks. The systems provide internal developers with testing environments for iOS and macOS applications, including centralized management and data-center cooling considerations. ### Source excerpt Всем привет! На связи Владимир Аксёнов, руководитель группы IT-поддержки дата-центра в Yandex Infrastructure. На Хабре я уже рассказывал об эволюции IT-оборудования в дата-центрах Яндекса, показывал наши собственные стоечные решения и делился опытом, как мы тестируем комплектующие для стоек. Но история с сосисками в дата-центре -- не единственная интересная инженерная задача, были ещё и яблоки! А под яблоками я имею в виду оборудование Apple, поскольку нашим внутренним пользователям-разработчикам регулярно необходима среда для тестирования приложений под целевые платформы. И если под Windows, Android и Linux создать такую песочницу нетрудно, то с iOS и MacOS сложность в том, что необходимое оборудование Apple не выпускается в виде серверных решений для дата-центров. В этой статье я расскажу, как мы адаптировали обычные Apple Mac mini для установки в серверные стойки под внутренние песочницы. А также покажу, почему для этого нам потребовалось напрячь двух производителей комплектующих и удостовериться, что даже в условиях "сауны" горячего коридора ни одно устройство не превратится в печёное яблоко. Читать далее ## How to configure supported Macs to boot automatically when power is restored DevFeed: [How to configure supported Macs to boot automatically when power is restored]() Original publisher: [Read original article]() Author: jeff@jeffgeerling.com (Jeff Geerling) Published: 2026-06-12T14:00:00Z Content type: article Language: en Sources: [Jeff Geerling]() Topics: [macOS](), [Mac Mini](), [boot]() Tags: [apple](), [boot](), [homelab](), [mac](), [macos](), [remote](), [video](), [youtube]() ### AI overview The article explains how to configure supported Macs running macOS 26.5 to boot automatically whenever power is restored. It describes use cases for remote or portable Macs, identifies supported models, and reports a test in which an M4 Mac mini booted within 2 seconds after power was toggled on. ### Source excerpt Apple FINALLY lets you turn on your Mac remotely, without having to press the power button. In the media, articles suggest it's a reaction to Mac mini power button complaints. While I agree the M4 mini's power button is in a really dumb spot, that's not why I care about this feature. The two bigger use cases for me have been a pain for years: ## How My Mac Mini Server Changes How I Work DevFeed: [How My Mac Mini Server Changes How I Work]() Original publisher: [Read original article]() Author: Eric Roby Published: 2026-05-19T13:01:33Z Content type: article Language: en Sources: [Eric Roby]() Topics: [Claude Code](), [Mac Mini](), [OpenClaw](), [coding](), [Hardware]() Tags: [claude-code](), [coding](), [hardware](), [mac-mini](), [openclaw](), [permissions]() ### AI overview The author describes using a Mac Mini as an always-on Claude Code server for scoped coding work, including opening pull requests and preparing a queue of work overnight. The article contrasts this setup with OpenClaw and emphasizes limiting the agent's permissions and scope. ### Source excerpt An always-on Claude Code server with its own identity, its own permissions, and a queue of work it finishes overnight. ## How to Set Up OpenClaw for Secure, Persistent, and Deterministic Workflows DevFeed: [How to Set Up OpenClaw for Secure, Persistent, and Deterministic Workflows]() Original publisher: [Read original article]() Author: Daniel Moka Published: 2026-03-02T06:20:17Z Content type: tutorial Language: en Sources: [Craft Better Software]() Topics: [OpenClaw](), [AI Agent](), [Security](), [Docker](), [Large Language Model](), [Mac Mini]() Tags: [ai-agent](), [configuration](), [docker](), [installation](), [llms](), [mac-mini](), [openclaw](), [pairing](), [security]() ### AI overview A practical guide to setting up OpenClaw for real work. It recommends using a Mac mini or VPS, running OpenClaw in Docker, configuring the agent's identity, and applying security boundaries such as keeping the gateway private and requiring pairing. ### Source excerpt Setting Up Your AI Assistant of OpenClaw Correctly for Real Work ## 2022 Retro DevFeed: [2022 Retro]() Original publisher: [Read original article]() Author: Kaushik Gopal Published: 2023-01-01T07:00:00Z Content type: article Language: en Sources: [Kaushik Gopal's Site]() Topics: [Android](), [Homebridge](), [Mac Mini](), [tailscale](), [kotlin-coroutines](), [Algorithm]() Tags: [android](), [homebridge](), [kotlin](), [kotlin-coroutines](), [mac-mini](), [network](), [systems](), [tailscale]() ### AI overview A personal retrospective on 2022 achievements and 2023 goals, covering a new home, joining Caper as Head of Android, productivity, a Mac Mini server with Tailscale and Homebridge, blog updates, health, hobbies, and programming projects including Kotlin Coroutines and TrueTime. ### Source excerpt Looking back at 2022 # 🎉 Bought a new home 🤯 2022-02-22 Joined Caper as Head of Android 🙈 Got Covid Put productivity system in place Setup Mac Mini server, Tailscale & Homebridge Introduced Henry 2.0 & major updates to the blog Moved domain name over to kau.sh 2022 Goals # ✅ Moved from goofy jkl.gg -> kau.sh Make home smarter ✅ Automated blind shades ✅ Clean network topology (LAN in all rooms) Smart Alarm Video Camera feed inside ✅ Unify all of existing systems with Homebridge Resume Fragmented Learn to play two songs on the Piano Learning Kotlin Coroutines by example Revive TrueTime from the dead (Kotlinify + new algorithm) Health & Fitness get to 170lbs (started the year at 185lbs) go from 36inches -> 32inches 2023 Goals # (Hobby) Fix & start playing my Tabla (Health) Play Tennis once a week (Learning) Read 6 books this year (Programming) Revive TrueTime from the dead (Kotlin-ify + new algorithm) (Programming) Learning Kotlin Coroutines by example (Programming) Henry 2.0 updates ## Using a Mac mini and Tailscale for Remote Access and Private Services DevFeed: [Using a Mac mini and Tailscale for Remote Access and Private Services]() Original publisher: [Read original article]() Author: Kaushik Gopal Published: 2022-08-20T20:55:35Z Content type: article Language: en Sources: [Kaushik Gopal's Site]() Topics: [Mac Mini](), [tailscale](), [Virtual Private Network](), [Hugo](), [Homebridge](), [Server](), [Visual Studio Code](), [Android](), [Website]() Tags: [android](), [browser](), [firewall](), [homebridge](), [hugo](), [mac-mini](), [rss](), [server](), [tailscale](), [vpn](), [vscode]() ### AI overview The article describes using Tailscale with an always-on Mac mini to securely access a home machine from devices elsewhere on the internet. It discusses using the setup for a private Hugo live-preview server and a FreshRSS server, with access from devices such as an Android phone. ### Source excerpt I'd like to show you how I use Tailscale and a Mac mini in my office to achieve some nifty things. Tailscale is marketed as a zero-config VPN built on top of WireGuard that securely connects devices and manages firewall rules etc. While all of that might be true, think of it this way: Tailscale allows you to securely connect to a machine at home from anywhere on the internet. This includes your mobile phone, tablet, or laptop. Tailscale allows you to connect to a machine at home from anywhere on the internet (securely) from your phone/tablet/laptop. Basic idea ## For me, that "machine" is a souped-up Mac mini sitting on an office shelf at home that is never turned off. This Mac mini is the linchpin of my setup, really. I install1 Tailscale on this Mac mini and all the other devices I wish to connect from. With the magic of Tailscale ✨, all these devices are now connected like they were on the same network! If that hasn't sunk in: I could literally connect to the Homebridge server on my Mac mini in California from an Android phone while traveling in India. Let's talk about some services you could run leveraging this setup. Private blog server ## I use the static website generator Hugo (& Henry) for this site. Hugo has this nifty feature called live reload when you run it on a local machine. If I change any part of my website,2 it instantly shows me an up-to-date preview. I typically edit my "draft" blog posts like this, so I can see the changes right away. But you don't run your real website like this.3 Gosh, if only I had a private server that only I could connect to on the internet. With Tailscale on my Mac mini, I now do. For the technically curious: I edit files directly on a folder on the mini using VSCode.4 I then run a hugo server5 which watches for changes in this folder. Hugo picks it up and serves a live preview on a private port on the Mac mini. And because this is just a "local" address & port (courtesy Tailscale), I can connect to it from any of my devic ## Running JDK Mission Control on Apple M1 DevFeed: [Running JDK Mission Control on Apple M1]() Original publisher: [Read original article]() Published: 2022-05-17T08:20:00Z Content type: tutorial Language: en Sources: [Gunnar Morling]() Topics: [Java](), [JDK Flight Recorder](), [macOS](), [Mac Mini](), [openjdk](), [Adoptium]() Tags: [adoptium](), [apple-m1](), [arm](), [jdk](), [jdk-flight-recorder](), [mac-mini](), [macos](), [openjdk](), [permission](), [plist]() ### AI overview A troubleshooting guide for running JDK Mission Control on an Apple M1 Mac. It explains that JMC is currently shipped as an x64 application, so configuring it to use an x64 Temurin JDK through Rosetta resolves the startup error, while other applications can continue using an AArch64 JDK. ### Source excerpt JDK Mission Control (JMC) is invaluable for analysing performance data recording using JDK Flight Recorder (JFR). The other day, I ran into a problem when trying to run JMC on my Mac Mini M1. Mostly for my own reference, here's what I did to overcome it. ## The 2018 Mac Mini DevFeed: [The 2018 Mac Mini]() Original publisher: [Read original article]() Author: Marco Arment Published: 2018-11-06T11:01:39Z Content type: opinion Language: en Sources: [Marco.org]() Topics: [Mac Mini](), [cpu]() Tags: [apple](), [mac-mini](), [nas](), [performance](), [plex](), [processor](), [server](), [ssd]() ### AI overview A review of the 2018 Mac Mini finds that it preserves the previous model's size, versatility, and broad selection of ports while improving performance and modernizing its architecture. The review also notes that the higher starting price makes it an expensive product. ### Source excerpt Watch the video review I hardly ever think about my Mac Mini, but it serves a vital role for my family as our home-theater mixer, Plex server, ScanSnap server, Apple Photos backup, and Backblaze host for our NAS.1 Almost every port on the back is in use, and it runs 24/7, reliably, in total silence. Until last week, I thought it would be the last Mac Mini that Apple ever made. And when rumors started swirling about an imminent Mac Mini update, I assumed the worst: if it came at all, it would be a tiny box with a slow, ultra-low-power processor and almost zero ports, optimizing for small size instead of versatility. I don't think this was an unreasonable fear after the 2014 Mac Mini update, which made many key aspects much worse without making anything much better. It seemed clear then, and for the following four years that it went without an update, that Apple held the Mac Mini and its customers in very low regard. Not anymore. The 2018 Mac Mini is real, and it's spectacular. It makes almost nothing worse and almost everything better, finally bringing the Mac Mini into the modern age. Ports! Glorious ports! Number one -- and this is a big one these days, especially for this product -- is that it's not any less useful or versatile than the outgoing Mac Mini, including the generous assortment of ports. If the previous one served a role for you, the new one can probably do it just as well, and probably better and faster, with minimal donglage.2 It's the same size as the old one, which is the right tradeoff. I know zero Mac Mini owners who really need it to get smaller, and many who don't want it to get fewer ports or worse performance. The point of the Mac Mini is to be as versatile as possible, addressing lots of diverse and edge-case needs that the other Macs can't with their vastly different form factors and more opinionated designs. The Mac Mini needs to be a utility product, not a design statement. (Although, even as someone tired of space-gray everything, I have to ## Automating OS X app test build distribution across multiple OS versions DevFeed: [Automating OS X app test build distribution across multiple OS versions]() Original publisher: [Read original article]() Author: Fraser Hess Published: 2013-12-17T18:21:08Z Content type: tutorial Language: en Sources: [Cocoa Is My Girlfriend]() Topics: [Testing](), [Mac Mini](), [Xcode](), [ide]() Tags: [app-distribution](), [apple](), [build](), [developers](), [development-environment](), [local](), [mac](), [ssd](), [sync](), [testing]() ### AI overview The article describes a Mac-based setup for testing OS X applications across multiple OS X versions. It uses a Mac mini running VMware Fusion virtual machines, an SSD to improve performance, and scripted Xcode build distribution synchronized across the test environments. ### Source excerpt With Apple now shipping OS X upgrades every 12-15 months, Mac developers are very quickly finding themselves supporting their apps on multiple OS X versions. Until recently, my approach to testing on multiple OS X versions involved partitioning an external USB drive and installing the OS X versions onto it and booting off the partitions [...] ## Inside a Square Inforad DevFeed: [Inside a Square Inforad]() Original publisher: [Read original article]() Author: Square Engineering Published: 2013-04-24T16:02:00Z Content type: article Language: en Sources: [Square Corner Blog RSS Feed]() Topics: [Digital signage](), [Hardware](), [Mac Mini](), [browser](), [JavaScript](), [Chrome](), [USB](), [Documentation]() Tags: [apple](), [browser](), [chrome](), [display](), [documentation](), [engineering](), [hardware](), [javascript](), [mac-mini](), [usb]() ### AI overview Square describes the hardware and design decisions behind its office information radiators, including Panasonic LCD displays, Apple Mac Minis, USB serial adapters, and display mounting hardware. The article also explains using browser-based JavaScript visualizations and serial control to configure multiple displays. ### Source excerpt A dive into the information radiators in use at Square.