# Youtube

Published articles for Youtube.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Learn How to Deploy, Secure, and Automate Full-Stack Web Apps

DevFeed: [Learn How to Deploy, Secure, and Automate Full-Stack Web Apps](<https://devfeed.tech/articles/learn-how-to-deploy-secure-and-automate-full-stack-web-apps-31472.md>)

Original publisher: [Read original article](<https://www.freecodecamp.org/news/learn-how-to-deploy-secure-and-automate-full-stack-web-apps/>)

Author: Beau Carnes

Published: 2026-09-16T15:28:18Z

Content type: tutorial

Language: en

Sources: [freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More](<https://devfeed.tech/sources/freecodecamp-programming-tutorials-python-javascript-git-more.md>)

Topics: [web applications](<https://devfeed.tech/topics/web-applications.md>), [Deployment](<https://devfeed.tech/topics/deployment.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [FastAPI](<https://devfeed.tech/topics/fastapi.md>), [GitHub Actions](<https://devfeed.tech/topics/github-actions.md>), [Vue.js](<https://devfeed.tech/topics/vue.md>), [nginx](<https://devfeed.tech/topics/nginx.md>), [firewalls](<https://devfeed.tech/topics/firewalls.md>), [Python](<https://devfeed.tech/topics/python.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>), [SSL](<https://devfeed.tech/topics/ssl.md>), [Ubuntu](<https://devfeed.tech/topics/ubuntu.md>)

Tags: [analysis](<https://devfeed.tech/tags/analysis.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [deploy](<https://devfeed.tech/tags/deploy.md>), [fastapi](<https://devfeed.tech/tags/fastapi.md>), [full-stack](<https://devfeed.tech/tags/full-stack.md>), [github-actions](<https://devfeed.tech/tags/github-actions.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [web](<https://devfeed.tech/tags/web.md>), [web-apps](<https://devfeed.tech/tags/web-apps.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

This article introduces an 11-hour freeCodeCamp course on deploying, securing, and automating a Vue.js and FastAPI web application. It covers Ubuntu server setup, SSH hardening, firewalls, application runtimes, Meilisearch, DNS, SSL, Nginx, Cloudflare, GitHub Actions, security testing, and observability.

### Source excerpt

Taking a web application from local development to a live, secure production environment can be daunting if you've never looked under the hood. We just published a comprehensive course on the freeCode

## Thanks for participating in APNIC 62

DevFeed: [Thanks for participating in APNIC 62](<https://devfeed.tech/articles/thanks-for-participating-in-apnic-62-10865.md>)

Original publisher: [Read original article](<https://blog.apnic.net/2026/09/10/thanks-for-participating-in-apnic-62/>)

Author: Timothy Hildred

Published: 2026-09-10T13:16:58Z

Content type: article

Language: en

Sources: [APNIC Blog](<https://devfeed.tech/sources/apnic-blog.md>)

Topics: [Internet](<https://devfeed.tech/topics/internet.md>), [networking](<https://devfeed.tech/topics/networking.md>), [NIXI](<https://devfeed.tech/topics/nixi.md>)

Tags: [apnic-62](<https://devfeed.tech/tags/apnic-62.md>), [blog](<https://devfeed.tech/tags/blog.md>), [community](<https://devfeed.tech/tags/community.md>), [conference](<https://devfeed.tech/tags/conference.md>), [conferences](<https://devfeed.tech/tags/conferences.md>), [event](<https://devfeed.tech/tags/event.md>), [events](<https://devfeed.tech/tags/events.md>), [india](<https://devfeed.tech/tags/india.md>), [industry](<https://devfeed.tech/tags/industry.md>), [internet](<https://devfeed.tech/tags/internet.md>), [keynote](<https://devfeed.tech/tags/keynote.md>), [learn](<https://devfeed.tech/tags/learn.md>), [linkedin](<https://devfeed.tech/tags/linkedin.md>), [networking](<https://devfeed.tech/tags/networking.md>), [nixi](<https://devfeed.tech/tags/nixi.md>), [september-2026](<https://devfeed.tech/tags/september-2026.md>), [speakers](<https://devfeed.tech/tags/speakers.md>), [survey](<https://devfeed.tech/tags/survey.md>), [transcripts](<https://devfeed.tech/tags/transcripts.md>), [updates](<https://devfeed.tech/tags/updates.md>), [videos](<https://devfeed.tech/tags/videos.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

APNIC 62 brought together 583 in-person and remote attendees from 54 economies in Mumbai from 4 to 10 September 2026. The article thanks participants, speakers, sponsors, and organizers, and points readers to the conference report, recordings, presentations, transcripts, and survey.

### Source excerpt

Thank you to everyone who participated in person and remotely at APNIC 62, hosted by the National Internet Exchange of India (NIXI) and co-hosted by ISPAI, from 4 to 10 September 2026 in Mumbai, India.

## Untracked Nightmares: The Threats Hiding Behind Commodity Infrastructure

DevFeed: [Untracked Nightmares: The Threats Hiding Behind Commodity Infrastructure](<https://devfeed.tech/articles/untracked-nightmares-the-threats-hiding-behind-commodity-infrastructure-7757.md>)

Original publisher: [Read original article](<https://unit42.paloaltonetworks.com/ppi-network-malware-campaign-analysis/>)

Author: Rem Dudas

Published: 2026-09-09T10:00:55Z

Content type: article

Language: en

Sources: [Unit 42](<https://devfeed.tech/sources/unit-42.md>)

Topics: [ARKTunnel](<https://devfeed.tech/topics/arktunnel.md>), [backdoor](<https://devfeed.tech/topics/backdoor.md>)

Tags: [arktunnel](<https://devfeed.tech/tags/arktunnel.md>), [backdoor](<https://devfeed.tech/tags/backdoor.md>), [c2](<https://devfeed.tech/tags/c2.md>), [cl-cri-1171](<https://devfeed.tech/tags/cl-cri-1171.md>), [cybercrime](<https://devfeed.tech/tags/cybercrime.md>), [docro-hijacker](<https://devfeed.tech/tags/docro-hijacker.md>), [gaming](<https://devfeed.tech/tags/gaming.md>), [malware](<https://devfeed.tech/tags/malware.md>), [pay-per-install](<https://devfeed.tech/tags/pay-per-install.md>), [payload](<https://devfeed.tech/tags/payload.md>), [remote-access-trojan](<https://devfeed.tech/tags/remote-access-trojan.md>), [threat-research](<https://devfeed.tech/tags/threat-research.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

An investigation of the CL-CRI-1171 cybercrime campaign describes how YouTube gaming lures and SEO poisoning delivered malware through a custom loader. It covers Docro Hijacker, ARKTunnel, and the Insomnia remote access Trojan.

### Source excerpt

An investigation into how cybercriminals used YouTube gaming lures and SEO poisoning to deliver multi-payload malware to enterprise networks. The post Untracked Nightmares: The Threats Hiding Behind Commodity Infrastructure appeared first on Unit 42.

## From Livestream To Library: Publishing Flock To Fedora's Session Recordings

DevFeed: [From Livestream To Library: Publishing Flock To Fedora's Session Recordings](<https://devfeed.tech/articles/from-livestream-to-library-publishing-flock-to-fedora-s-session-recordings-12391.md>)

Original publisher: [Read original article](<https://fedoramagazine.org/from-livestream-to-library-publishing-flock-to-fedoras-session-recordings/>)

Author: Akashdeep Dhar

Published: 2026-09-09T08:00:00Z

Content type: article

Language: en

Sources: [Fedora Magazine](<https://devfeed.tech/sources/fedora-magazine.md>)

Topics: [Fedora](<https://devfeed.tech/topics/fedora.md>), [Tooling](<https://devfeed.tech/topics/tooling.md>), [DRIVE](<https://devfeed.tech/topics/drive.md>), [Google](<https://devfeed.tech/topics/google.md>), [VLC](<https://devfeed.tech/topics/vlc-media-player.md>), [Quartz](<https://devfeed.tech/topics/quartz.md>)

Tags: [2025](<https://devfeed.tech/tags/2025.md>), [2026](<https://devfeed.tech/tags/2026.md>), [article](<https://devfeed.tech/tags/article.md>), [community](<https://devfeed.tech/tags/community.md>), [drive](<https://devfeed.tech/tags/drive.md>), [events](<https://devfeed.tech/tags/events.md>), [fedora-project-community](<https://devfeed.tech/tags/fedora-project-community.md>), [ffmpeg](<https://devfeed.tech/tags/ffmpeg.md>), [flock-2026](<https://devfeed.tech/tags/flock-2026.md>), [google](<https://devfeed.tech/tags/google.md>), [livestream](<https://devfeed.tech/tags/livestream.md>), [livestreams](<https://devfeed.tech/tags/livestreams.md>), [marketing](<https://devfeed.tech/tags/marketing.md>), [media](<https://devfeed.tech/tags/media.md>), [tooling](<https://devfeed.tech/tags/tooling.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

This article documents the process of turning raw Flock To Fedora livestream footage from 2025 and 2026 into published session recordings. It covers vendor and platform use, footage organization, metadata and thumbnail preparation, timestamp annotation with VLC Media Player, and upload workflows for YouTube and PeerTube.

### Source excerpt

Intro After months of good old fashioned struggle with Google Drive and YouTube Studio, we were finally able to prepare the video sessions from the 2025 and 2026 Flock To Fedora event livestreams. These are now released to our YouTube and PeerTube communities. This article describes the details of the entire process that got us from the raw footage to the [...]

## ACEMAGIC Kron Mini K5 Review - Part 2: A $400 Intel Core 3 304 Wildcat Lake mini PC tested with Windows 11 Pro

DevFeed: [ACEMAGIC Kron Mini K5 Review - Part 2: A $400 Intel Core 3 304 Wildcat Lake mini PC tested with Windows 11 Pro](<https://devfeed.tech/articles/acemagic-kron-mini-k5-review-part-2-a-400-intel-core-3-304-wildcat-lake-mini-pc-tested-with-windows-11-pro-14030.md>)

Original publisher: [Read original article](<https://www.cnx-software.com/2026/09/06/acemagic-kron-mini-k5-review-part-2-a-400-intel-core-3-304-wildcat-lake-mini-pc-tested-with-windows-11-pro/>)

Author: Jean-Luc Aufranc (CNXSoft)

Published: 2026-09-06T07:34:36Z

Content type: comparison

Language: en

Sources: [CNX Software - Embedded Systems News](<https://devfeed.tech/sources/cnx-software-embedded-systems-news.md>)

Topics: [Intel Core](<https://devfeed.tech/topics/intel-core.md>), [pc](<https://devfeed.tech/topics/pc.md>), [Windows 11](<https://devfeed.tech/topics/windows-11.md>), [intel](<https://devfeed.tech/topics/intel.md>), [cpu](<https://devfeed.tech/topics/cpu.md>)

Tags: [2-5gbe](<https://devfeed.tech/tags/2-5gbe.md>), [3dmark](<https://devfeed.tech/tags/3dmark.md>), [4k](<https://devfeed.tech/tags/4k.md>), [8k](<https://devfeed.tech/tags/8k.md>), [artificial-intelligence-ai](<https://devfeed.tech/tags/artificial-intelligence-ai.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [ethernet](<https://devfeed.tech/tags/ethernet.md>), [geekbench](<https://devfeed.tech/tags/geekbench.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [intel-core](<https://devfeed.tech/tags/intel-core.md>), [mini-pc](<https://devfeed.tech/tags/mini-pc.md>), [mini-pcs](<https://devfeed.tech/tags/mini-pcs.md>), [passmark](<https://devfeed.tech/tags/passmark.md>), [pcmark](<https://devfeed.tech/tags/pcmark.md>), [review](<https://devfeed.tech/tags/review.md>), [reviews](<https://devfeed.tech/tags/reviews.md>), [test](<https://devfeed.tech/tags/test.md>), [testing](<https://devfeed.tech/tags/testing.md>), [wifi-6](<https://devfeed.tech/tags/wifi-6.md>), [wildcat-lake](<https://devfeed.tech/tags/wildcat-lake.md>), [windows-11](<https://devfeed.tech/tags/windows-11.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

This review tests the ACEMAGIC Kron Mini K5, an Intel Core 3 304 Wildcat Lake mini PC running Windows 11 Pro. It covers system and AI benchmarks, 4K and 8K Firefox video playback, 2.5GbE and Wi-Fi 6 throughput, thermal performance, fan noise, and power consumption.

### Source excerpt

After checking out the hardware of the ACEMAGIC Kron Mini K5 with an unboxing and a teardown in the first part of the review, we've now had time to test the Intel Core 3 304 Wildcat Lake mini PC in more depth with Windows 11 Pro. So in this article, we'll report our experience with the penta-core mini PC, testing features, running system and AI benchmarks, playing 4K and 8K YouTube videos on Firefox, measuring network throughput (2.5GbE and WiFi 6), evaluating thermal performance, and measuring fan noise and power consumption. Software overview and feature testing The System > About window confirms we have a 1.5 GHz (base frequency) Intel Core 3 304 computer paired with 12GB of RAM and 477GB of storage, running Windows 11 Pro 25H2 build 26200.9168. HWiNFO 64 provides additional details about the 15W Intel Core 3 304 penta-core (1P+4E) Wildcat Lake-U processor, the motherboard with [...] The post ACEMAGIC Kron Mini K5 Review - Part 2: A $400 Intel Core 3 304 Wildcat Lake mini PC tested with Windows 11 Pro appeared first on CNX Software - Embedded Systems News.

## The good ol' days of building Java

DevFeed: [The good ol' days of building Java](<https://devfeed.tech/articles/the-good-ol-days-of-building-java-2216.md>)

Original publisher: [Read original article](<https://stackoverflow.blog/2026/09/01/the-good-ol-days-of-building-java/>)

Published: 2026-09-01T07:40:00Z

Content type: article

Language: en

Sources: [Stack Overflow Blog](<https://devfeed.tech/sources/stack-overflow-blog.md>)

Topics: [Programming](<https://devfeed.tech/topics/programming.md>), [cross-platform](<https://devfeed.tech/topics/cross-platform.md>)

Tags: [building](<https://devfeed.tech/tags/building.md>), [cross-platform](<https://devfeed.tech/tags/cross-platform.md>), [history](<https://devfeed.tech/tags/history.md>), [java](<https://devfeed.tech/tags/java.md>), [podcast](<https://devfeed.tech/tags/podcast.md>), [se-stackoverflow](<https://devfeed.tech/tags/se-stackoverflow.md>), [se-tech](<https://devfeed.tech/tags/se-tech.md>), [windows](<https://devfeed.tech/tags/windows.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

An interview about the early development of Java, including its cross-platform ABI, competition with Windows NT, and the initial role of applets.

### Source excerpt

Ryan sits down with Tim Lindholm, an early contributor to the Java language at Sun Microsystems, to chat about what it was like building one of the most popular programming languages ever at its inception, why it was strategically important for the Java team to create a cross-platform ABI to compete with Windows NT, and how applets were initially just an interesting demo.

## Building a mini Homelab that fits in my carry-on

DevFeed: [Building a mini Homelab that fits in my carry-on](<https://devfeed.tech/articles/building-a-mini-homelab-that-fits-in-my-carry-on-10470.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/mini-homelab-network-fits-in-carry-on/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-08-28T15:00:00Z

Content type: opinion

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [Homelab](<https://devfeed.tech/topics/homelab.md>), [networking](<https://devfeed.tech/topics/networking.md>), [Ubiquiti](<https://devfeed.tech/topics/ubiquiti.md>), [Local-First](<https://devfeed.tech/topics/local-first.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [SOC](<https://devfeed.tech/topics/soc.md>)

Tags: [5g](<https://devfeed.tech/tags/5g.md>), [arm](<https://devfeed.tech/tags/arm.md>), [battery](<https://devfeed.tech/tags/battery.md>), [building](<https://devfeed.tech/tags/building.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [ethernet](<https://devfeed.tech/tags/ethernet.md>), [fees](<https://devfeed.tech/tags/fees.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [homelab](<https://devfeed.tech/tags/homelab.md>), [linux](<https://devfeed.tech/tags/linux.md>), [local-first](<https://devfeed.tech/tags/local-first.md>), [networking](<https://devfeed.tech/tags/networking.md>), [opnsense](<https://devfeed.tech/tags/opnsense.md>), [portable](<https://devfeed.tech/tags/portable.md>), [ubiquiti](<https://devfeed.tech/tags/ubiquiti.md>), [unifi](<https://devfeed.tech/tags/unifi.md>), [video](<https://devfeed.tech/tags/video.md>), [vpn](<https://devfeed.tech/tags/vpn.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

The author describes building a portable homelab that fits in carry-on luggage for a trip to Chicago. It supports 1-10 Gbps networking, battery operation, multiple WAN connections, and 12 wired Ethernet connections. The article also shares first impressions of Ubiquiti UniFi, highlighting its local-first operation, optional cloud integration, lack of core licensing fees, and easy web-based management, while criticizing its proprietary ecosystem and limited hardware control.

### Source excerpt

I'm traveling to Chicago for VCF Midwest next month. I'll be demoing NTP time history on vintage Macs, with my own GPS-derived NTP service hosted on an Xserve G5, synced via NTP or a strange AppleTalk timing extension from the 1990s. So I built a little 'portable homelab' (pictured above) that supports 1-10 Gbps networking, can run off a small battery for at least an hour, switches between multiple WANs (so I can get my own 5G Internet connection, in case I need it), and gives me 12 wired Ethernet connections.

## Getting the Steam Deck LCD working on a Raspberry Pi

DevFeed: [Getting the Steam Deck LCD working on a Raspberry Pi](<https://devfeed.tech/articles/getting-the-steam-deck-lcd-working-on-a-raspberry-pi-10483.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/steam-deck-lcd-pi-hat/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-08-20T14:00:00Z

Content type: tutorial

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [Linux](<https://devfeed.tech/topics/linux.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [SOC](<https://devfeed.tech/topics/soc.md>)

Tags: [3d](<https://devfeed.tech/tags/3d.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [hat](<https://devfeed.tech/tags/hat.md>), [kernel](<https://devfeed.tech/tags/kernel.md>), [level-2-jeff](<https://devfeed.tech/tags/level-2-jeff.md>), [linux](<https://devfeed.tech/tags/linux.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [raspberry-pi](<https://devfeed.tech/tags/raspberry-pi.md>), [raspberry-pi-5](<https://devfeed.tech/tags/raspberry-pi-5.md>), [soc](<https://devfeed.tech/tags/soc.md>), [steam-deck](<https://devfeed.tech/tags/steam-deck.md>), [ui](<https://devfeed.tech/tags/ui.md>), [video](<https://devfeed.tech/tags/video.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

This article explains how to use the original Steam Deck LCD with a Raspberry Pi. It covers the display's specifications, a Linux kernel driver, an open-source Pi HAT adapting the Raspberry Pi 5 or CM4 MIPI connection, and testing results from a Raspberry Pi 5 setup.

### Source excerpt

The BOE TV070WXM-TV0 LCD used in the original Steam Deck can be had for around $30. It's a serviceable 7" touchscreen with 400 nits of brightness and a resolution of 1280x800 (for a sharp 216 ppi). The specs are a lot nicer than the Pi 7" Touch Display, which costs twice as much, with giant bezels and half the resolution! Until today, the Steam Deck LCD didn't work with a Raspberry Pi. But the folks at Scandent were trying to standardize on a mass-market touchscreen for one of their own devices, and built a Linux kernel driver for it which they intend to upstream.

## Hands-on with Raspberry Pi's CM5 Programming Jig

DevFeed: [Hands-on with Raspberry Pi's CM5 Programming Jig](<https://devfeed.tech/articles/hands-on-with-raspberry-pi-s-cm5-programming-jig-10458.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/cm5-programming-jig/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-08-19T07:13:00Z

Content type: article

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [Provisioning](<https://devfeed.tech/topics/provisioning.md>), [Programming](<https://devfeed.tech/topics/programming.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Python](<https://devfeed.tech/topics/python.md>)

Tags: [cm5](<https://devfeed.tech/tags/cm5.md>), [compute-module](<https://devfeed.tech/tags/compute-module.md>), [demo](<https://devfeed.tech/tags/demo.md>), [flash](<https://devfeed.tech/tags/flash.md>), [images](<https://devfeed.tech/tags/images.md>), [management-tools](<https://devfeed.tech/tags/management-tools.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [programming-jig](<https://devfeed.tech/tags/programming-jig.md>), [python](<https://devfeed.tech/tags/python.md>), [raspberry-pi](<https://devfeed.tech/tags/raspberry-pi.md>), [raspberry-pi-os](<https://devfeed.tech/tags/raspberry-pi-os.md>), [testing](<https://devfeed.tech/tags/testing.md>), [tools](<https://devfeed.tech/tags/tools.md>), [video](<https://devfeed.tech/tags/video.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

Hands-on evaluation of Raspberry Pi's CM5 Programming Jig for provisioning and flashing Raspberry Pi OS onto multiple Compute Modules. The article covers its workflow, setup, web interface, imaging tools, pricing, and comparison with Everypin's CM5 Flash Jig.

### Source excerpt

In the before-times, when Raspberry Pi CM5s were (relatively) affordable, I built a number of Pi clusters (example), and one of the most annoying parts of the build was flashing Raspberry Pi OS to all the Pis. One, two, or even three Pis isn't a big deal, but once you hit 4+, the process of plugging the Compute Module into a carrier board, plugging that into a computer, managing Raspberry Pi Imager, and trying to match up details like a hostname, MAC address, and the physical Pi itself, gets annoying.

## On ACLs and AI-Generated Device Configurations

DevFeed: [On ACLs and AI-Generated Device Configurations](<https://devfeed.tech/articles/on-acls-and-ai-generated-device-configurations-11426.md>)

Original publisher: [Read original article](<https://blog.ipspace.net/2026/08/netlab-acls-generated-configs/>)

Published: 2026-08-11T05:11:00Z

Content type: opinion

Language: en

Sources: [ipSpace.net blog](<https://devfeed.tech/sources/ipspace-net-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [driving](<https://devfeed.tech/tags/driving.md>), [netlab](<https://devfeed.tech/tags/netlab.md>), [qos](<https://devfeed.tech/tags/qos.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

The article introduces a NetworkAutoMagic episode discussing ACL complexity, QoS, and the pitfalls of AI-generated network device configurations, with related notes and video options mentioned.

### Source excerpt

Last Friday, I had a lovely chat with Steinn Bjarnarson and Urs Baumann, resulting in the NetworkAutoMagic episode 11. We couldn't avoid mentioning netlab, the seven layers of ACL hell (which is still balmy compared to the QoS hell), and the gotchas of AI-generated device configurations. Fortunately, I don't have to go into more details; Steinn published extensive notes, and if you don't feel like listening to us while driving, you can waste time watching us on YouTube.

## I'm excited for Intel after testing the XPS 13

DevFeed: [I'm excited for Intel after testing the XPS 13](<https://devfeed.tech/articles/i-m-excited-for-intel-after-testing-the-xps-13-10460.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/excited-for-intel-efficiency/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-08-07T14:00:00Z

Content type: article

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [intel](<https://devfeed.tech/topics/intel.md>), [Benchmark](<https://devfeed.tech/topics/benchmark.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [Hardware](<https://devfeed.tech/topics/hardware.md>), [Linux](<https://devfeed.tech/topics/linux.md>)

Tags: [apple](<https://devfeed.tech/tags/apple.md>), [arm](<https://devfeed.tech/tags/arm.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [dell](<https://devfeed.tech/tags/dell.md>), [efficiency](<https://devfeed.tech/tags/efficiency.md>), [ethernet](<https://devfeed.tech/tags/ethernet.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [intel](<https://devfeed.tech/tags/intel.md>), [laptop](<https://devfeed.tech/tags/laptop.md>), [linux](<https://devfeed.tech/tags/linux.md>), [low-power](<https://devfeed.tech/tags/low-power.md>), [macbook-neo](<https://devfeed.tech/tags/macbook-neo.md>), [npu](<https://devfeed.tech/tags/npu.md>), [review](<https://devfeed.tech/tags/review.md>), [wifi-7](<https://devfeed.tech/tags/wifi-7.md>), [wildcat-lake](<https://devfeed.tech/tags/wildcat-lake.md>), [windows](<https://devfeed.tech/tags/windows.md>), [windows-11](<https://devfeed.tech/tags/windows-11.md>), [x86](<https://devfeed.tech/tags/x86.md>), [xps](<https://devfeed.tech/tags/xps.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

The article reviews Dell's low-end XPS 13 against Apple's MacBook Neo and highlights the Intel Core 5 320 processor. It reports that the Wildcat Lake chip ranked second in the author's HPL FP64 efficiency benchmark, behind the M4 Mac mini, making it the strongest x86 result described in the supplied text.

### Source excerpt

Shortly after Apple launched the budget MacBook Neo, Dell announced their response, a new low-end XPS 13. Matching the Neo's current pricing, it starts at $699, or $599 with an educational discount. That discount is currently set to expire on November 2, and with the current component pricing insanity, I'd be surprised if we don't see a price increase on both laptops by next year. I ran the XPS 13 through my gauntlet of benchmarks, and published a review on my YouTube channel:

## 2026.8: Approachable by design

DevFeed: [2026.8: Approachable by design](<https://devfeed.tech/articles/2026-8-approachable-by-design-16690.md>)

Original publisher: [Read original article](<https://www.home-assistant.io/blog/2026/08/05/release-20268/>)

Author: Ashley Abbott

Published: 2026-08-05T00:00:00Z

Content type: release

Language: en

Sources: [Home Assistant](<https://devfeed.tech/sources/home-assistant.md>)

Topics: [Home Assistant](<https://devfeed.tech/topics/home-assistant.md>), [releases](<https://devfeed.tech/topics/releases.md>), [Operating system](<https://devfeed.tech/topics/operating-system.md>), [YAML](<https://devfeed.tech/topics/yaml.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [Template](<https://devfeed.tech/topics/template.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [core](<https://devfeed.tech/tags/core.md>), [esphome](<https://devfeed.tech/tags/esphome.md>), [live-stream](<https://devfeed.tech/tags/live-stream.md>), [os](<https://devfeed.tech/tags/os.md>), [release-notes](<https://devfeed.tech/tags/release-notes.md>), [releases](<https://devfeed.tech/tags/releases.md>), [smart-home](<https://devfeed.tech/tags/smart-home.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

Home Assistant 2026.8 is a release focused on making the platform more approachable for users without technical expertise. It introduces improvements to installation, configuration, device handling, cloud exploration, entity IDs, templates, triggers, conditions, media search, and integrations.

### Source excerpt

Tip Don't forget to join our release party live stream on YouTube on August 5, 2026, at 20:00 GMT / 12:00 PT / 21:00 CET! Tip There's more to look forward to next week: the ESPHome Starter Kit is launching, and you're invited to the official launch party! 🚀 Join the ESPHome team and their partners at Apollo Automation on the ESPHome YouTube channel on August 12 at 21:00 CEST. Familiar faces are dropping by to celebrate lift-off, too: Reed from Smart Home Solver, Simon from Simon Says Home Assistant, and Gavin from HomeTech.fm. Home Assistant 2026.8! 🎉 Hi, I'm Ashley, the Technical Program Manager at the Open Home Foundation. With Frenck taking a well-deserved break, Bram and I are teaming up to handle things this time around. We have been working on a lot over the past few weeks, and I'm excited to share some of what we have done for this release! If there's one thread tying this release together, it's a direction we care about: making Home Assistant something you don't need to be technical to use. This release is another step along that path. Enjoy the release! - Ashley Making Home Assistant more approachable The same Home Assistant, minus the magic number Your current setup keeps working Want to change the port? We've got you covered What this means for YAML Less "advanced", more approachable Describing the feature, not the user Just Tools, no developer required Home Assistant Cloud, now easier to explore Your entity IDs, your choice A cleaner way to handle your devices We can't stop adding triggers and conditions Integrations New integrations Noteworthy improvements to existing integrations Integration quality scale achievements Now available to set up from the UI Farewell to the following Other noteworthy changes Tell us how setup went A roomier template editor Taps that land where you mean them A combined battery level you can trust Search your media Find your favorite cards faster Z-Wave lock credentials, properly managed And a few more Patch releases 2026.8.1

## Pure Virtual C++ 2026 Is Now Live!

DevFeed: [Pure Virtual C++ 2026 Is Now Live!](<https://devfeed.tech/articles/pure-virtual-c-2026-is-now-live-2962.md>)

Original publisher: [Read original article](<https://devblogs.microsoft.com/cppblog/pure-virtual-cpp-2026-is-now-live/>)

Author: Marian Luparu

Published: 2026-07-21T15:54:35Z

Content type: news

Language: en

Sources: [C++ Team Blog](<https://devfeed.tech/sources/c-team-blog.md>)

Topics: [C++](<https://devfeed.tech/topics/c-plus-plus.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [c-plus-plus](<https://devfeed.tech/tags/c-plus-plus.md>), [cmake](<https://devfeed.tech/tags/cmake.md>), [conference](<https://devfeed.tech/tags/conference.md>), [msvc](<https://devfeed.tech/tags/msvc.md>), [pure-virtual-c-plus-plus](<https://devfeed.tech/tags/pure-virtual-c-plus-plus.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [vcpkg](<https://devfeed.tech/tags/vcpkg.md>), [visual-studio](<https://devfeed.tech/tags/visual-studio.md>), [vs-code](<https://devfeed.tech/tags/vs-code.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

Pure Virtual C++ 2026 is live as a free virtual C++ conference with featured sessions, live chat Q&A, and on-demand talks.

### Source excerpt

Pure Virtual C++ 2026 is streaming now -- watch five featured sessions live with Q&A, plus a full on-demand playlist, all free. The post Pure Virtual C++ 2026 Is Now Live! appeared first on C++ Team Blog.

## Pure Virtual C++ 2026 Is Tomorrow and On-Demand Sessions Are Now Available

DevFeed: [Pure Virtual C++ 2026 Is Tomorrow and On-Demand Sessions Are Now Available](<https://devfeed.tech/articles/pure-virtual-c-2026-is-tomorrow-and-on-demand-sessions-are-now-available-2963.md>)

Original publisher: [Read original article](<https://devblogs.microsoft.com/cppblog/pure-virtual-cpp-2026-is-tomorrow-and-on-demand-sessions-are-now-available/>)

Author: Marian Luparu

Published: 2026-07-20T16:05:54Z

Content type: news

Language: en

Sources: [C++ Team Blog](<https://devfeed.tech/sources/c-team-blog.md>)

Topics: [C++](<https://devfeed.tech/topics/c-plus-plus.md>), [MSVC](<https://devfeed.tech/topics/msvc.md>), [Optimization](<https://devfeed.tech/topics/optimization.md>), [Vcpkg](<https://devfeed.tech/topics/vcpkg.md>), [GitHub Copilot CLI](<https://devfeed.tech/topics/github-copilot-cli.md>)

Tags: [announcement](<https://devfeed.tech/tags/announcement.md>), [blog](<https://devfeed.tech/tags/blog.md>), [c-plus-plus](<https://devfeed.tech/tags/c-plus-plus.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [msvc](<https://devfeed.tech/tags/msvc.md>), [optimization](<https://devfeed.tech/tags/optimization.md>), [performance](<https://devfeed.tech/tags/performance.md>), [pure-virtual-c-plus-plus](<https://devfeed.tech/tags/pure-virtual-c-plus-plus.md>), [release](<https://devfeed.tech/tags/release.md>), [synthetic](<https://devfeed.tech/tags/synthetic.md>), [twitch](<https://devfeed.tech/tags/twitch.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

Pure Virtual C++ 2026 is a free virtual conference whose on-demand sessions are already available on YouTube. The article previews the live broadcast and highlights sessions on Sample Profile-Guided Optimization, C++ tooling, package management, MSVC, and C++ standards.

### Source excerpt

The on-demand sessions for Pure Virtual C++ 2026 are available now on YouTube. Watch seven talks on SPGO, vcpkg + Copilot CLI, CMake Tools, PackageReference, MSVC upgrades, and C++23/26 status -- then join us live tomorrow. The post Pure Virtual C++ 2026 Is Tomorrow and On-Demand Sessions Are Now Available appeared first on C++ Team Blog.

## Turing Award Winner: TPUs vs GPUs vs CPUs, Computer Architecture, RISC vs CISC | David Patterson

DevFeed: [Turing Award Winner: TPUs vs GPUs vs CPUs, Computer Architecture, RISC vs CISC | David Patterson](<https://devfeed.tech/articles/turing-award-winner-tpus-vs-gpus-vs-cpus-computer-architecture-risc-vs-cisc-david-patterson-18101.md>)

Original publisher: [Read original article](<https://www.developing.dev/p/turing-award-winner-tpu-vs-gpu-vs>)

Author: Ryan Peterman

Published: 2026-07-13T13:05:15Z

Content type: opinion

Language: en

Sources: [The Developing Dev](<https://devfeed.tech/sources/the-developing-dev.md>)

Topics: [cpu](<https://devfeed.tech/topics/cpu.md>)

Tags: [2](<https://devfeed.tech/tags/2.md>), [apple](<https://devfeed.tech/tags/apple.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [c-plus-plus](<https://devfeed.tech/tags/c-plus-plus.md>), [computer](<https://devfeed.tech/tags/computer.md>), [podcast](<https://devfeed.tech/tags/podcast.md>), [podcasts](<https://devfeed.tech/tags/podcasts.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

A podcast conversation with David Patterson covers the history of the RISC versus CISC debate and differences among CPUs, GPUs, and TPUs, drawing on Patterson's computer architecture expertise.

### Source excerpt

In college I briefly studied RISC vs CISC for my major but I forgot almost everything now.

## QuadRF can spot drones and see WiFi through my wall

DevFeed: [QuadRF can spot drones and see WiFi through my wall](<https://devfeed.tech/articles/quadrf-can-spot-drones-and-see-wifi-through-my-wall-10480.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/quadrf-can-spot-drones-and-see-wifi-through-my-wall/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-07-10T14:00:00Z

Content type: opinion

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [Network](<https://devfeed.tech/topics/network.md>), [Security](<https://devfeed.tech/topics/security.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [Software](<https://devfeed.tech/topics/software.md>), [Flight](<https://devfeed.tech/topics/flight.md>)

Tags: [crowd-supply](<https://devfeed.tech/tags/crowd-supply.md>), [geerling-engineering](<https://devfeed.tech/tags/geerling-engineering.md>), [network](<https://devfeed.tech/tags/network.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [quadrf](<https://devfeed.tech/tags/quadrf.md>), [raspberry-pi](<https://devfeed.tech/tags/raspberry-pi.md>), [raspberry-pi-5](<https://devfeed.tech/tags/raspberry-pi-5.md>), [rf](<https://devfeed.tech/tags/rf.md>), [sdr](<https://devfeed.tech/tags/sdr.md>), [security](<https://devfeed.tech/tags/security.md>), [testing](<https://devfeed.tech/tags/testing.md>), [ui](<https://devfeed.tech/tags/ui.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

QuadRF is an open-source phased-array radio built around a Raspberry Pi 5 and FPGA board. The article describes its ability to process and beamform radio signals, detect drones, observe WiFi through walls, decode RF, and support local SDR applications. It also discusses a larger Moon-scale antenna-array project and testing a prototype.

### Source excerpt

The QuadRF (pictured above) a phased-array radio built around a Raspberry Pi 5 and an FPGA board with picosecond-level timing. It does advanced signal processing and beamforming. It can see WiFi through walls and track drones in flight. If the open source community can come up with something like this, just imagine what governments are capable of. When you plug a computer into a network, tools like Wireshark can show all the hidden traffic you might not even know is there. WiFi packets are the same, but those travel through the air, allowing snooping without physical access.

## The Special Value Pi 4 was extremely short-lived

DevFeed: [The Special Value Pi 4 was extremely short-lived](<https://devfeed.tech/articles/the-special-value-pi-4-was-extremely-short-lived-10482.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/special-value-pi-4-extremely-short-lived/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-07-08T14:00:00Z

Content type: article

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [Hardware](<https://devfeed.tech/topics/hardware.md>), [benchmarking](<https://devfeed.tech/topics/benchmarking.md>), [boot](<https://devfeed.tech/topics/boot.md>)

Tags: [benchmarking](<https://devfeed.tech/tags/benchmarking.md>), [blog](<https://devfeed.tech/tags/blog.md>), [boot](<https://devfeed.tech/tags/boot.md>), [dram](<https://devfeed.tech/tags/dram.md>), [errors](<https://devfeed.tech/tags/errors.md>), [hardware](<https://devfeed.tech/tags/hardware.md>), [kernel](<https://devfeed.tech/tags/kernel.md>), [memory](<https://devfeed.tech/tags/memory.md>), [performance](<https://devfeed.tech/tags/performance.md>), [pi-4](<https://devfeed.tech/tags/pi-4.md>), [product](<https://devfeed.tech/tags/product.md>), [raspberry-pi](<https://devfeed.tech/tags/raspberry-pi.md>), [retail](<https://devfeed.tech/tags/retail.md>), [shortage](<https://devfeed.tech/tags/shortage.md>), [speed](<https://devfeed.tech/tags/speed.md>), [validation](<https://devfeed.tech/tags/validation.md>), [video](<https://devfeed.tech/tags/video.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

This article examines a short-lived "Special Value" Raspberry Pi 4 edition certified for 1.25 GHz instead of the usual 1.8 GHz. It compares the boards with retail Pi 4s, discusses their different DRAM packages, and reports boot, clock-speed, kernel-panic, and benchmarking observations.

### Source excerpt

The 'Special Value' Pi 4 pictured above is probably the rarest Raspberry Pi I own--even rarer than my blue special edition Pi. A Raspberry Pi reseller briefly listed a special 'value edition' Pi 4. But the product page 404's now. While it was up, my curiosity got the better of me, and now I have two 'value' Pi 4s. What makes them a 'value'? They're only certified to run at 1.25 GHz (retail Pi 4s run at 1.8 GHz, and can usually be overclocked).

## Ryan Williams Explains the 3SUM Problem and Its O(n²) Solution

DevFeed: [Ryan Williams Explains the 3SUM Problem and Its O(n²) Solution](<https://devfeed.tech/articles/mit-complexity-theorist-why-you-can-do-better-than-optimal-on-leetcode-sat-ryan-williams-18094.md>)

Original publisher: [Read original article](<https://www.developing.dev/p/mit-complexity-theorist-on-leetcode>)

Author: Ryan Peterman

Published: 2026-06-29T10:02:33Z

Content type: article

Language: en

Sources: [The Developing Dev](<https://devfeed.tech/sources/the-developing-dev.md>)

Topics: [LeetCode](<https://devfeed.tech/topics/leetcode.md>), [Algorithm](<https://devfeed.tech/topics/algorithm.md>), [Computer science](<https://devfeed.tech/topics/computer-science.md>)

Tags: [algorithm](<https://devfeed.tech/tags/algorithm.md>), [apple](<https://devfeed.tech/tags/apple.md>), [computer-science](<https://devfeed.tech/tags/computer-science.md>), [go](<https://devfeed.tech/tags/go.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

An interview with MIT professor Ryan Williams begins with the LeetCode 3SUM problem. It explains the brute-force O(n³) approach and an O(n²) method that sorts the numbers and uses two moving pointers to search for a solution.

### Source excerpt

Ryan Williams is a professor at MIT and the winner of the Gödel Prize in theoretical computer science.

## Block Everything You Hate Online with AdGuard Home

DevFeed: [Block Everything You Hate Online with AdGuard Home](<https://devfeed.tech/articles/block-everything-you-hate-online-with-adguard-home-10728.md>)

Original publisher: [Read original article](<https://noted.lol/adguard-home/>)

Author: Jeremy

Published: 2026-06-25T19:47:00Z

Content type: article

Language: en

Sources: [Noted](<https://devfeed.tech/sources/noted.md>)

Topics: [Network](<https://devfeed.tech/topics/network.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [hosting](<https://devfeed.tech/topics/hosting.md>), [browser](<https://devfeed.tech/topics/browser.md>), [Streaming](<https://devfeed.tech/topics/streaming.md>)

Tags: [ads](<https://devfeed.tech/tags/ads.md>), [browser](<https://devfeed.tech/tags/browser.md>), [browsers](<https://devfeed.tech/tags/browsers.md>), [devices](<https://devfeed.tech/tags/devices.md>), [dns](<https://devfeed.tech/tags/dns.md>), [extensions](<https://devfeed.tech/tags/extensions.md>), [gaming](<https://devfeed.tech/tags/gaming.md>), [hosting](<https://devfeed.tech/tags/hosting.md>), [internet](<https://devfeed.tech/tags/internet.md>), [malware](<https://devfeed.tech/tags/malware.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [self-hosted-web-tools](<https://devfeed.tech/tags/self-hosted-web-tools.md>), [self-hosting](<https://devfeed.tech/tags/self-hosting.md>), [server](<https://devfeed.tech/tags/server.md>), [servers](<https://devfeed.tech/tags/servers.md>), [streaming](<https://devfeed.tech/tags/streaming.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

AdGuard Home is a self-hosted, network-wide blocker for ads, trackers, malware domains, and adult content. It applies custom filtering rules across phones, tablets, smart TVs, laptops, apps, games, and streaming services, with a web dashboard for management and real-time visibility.

### Source excerpt

Self-host AdGuard Home or use their public DNS to block ads, trackers, and adult content across all your devices with ease.

## Framework's 10G Ethernet module exposes USB-C's complexity

DevFeed: [Framework's 10G Ethernet module exposes USB-C's complexity](<https://devfeed.tech/articles/framework-s-10g-ethernet-module-exposes-usb-c-s-complexity-10462.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/framework-10g-ethernet-module-usb-c-complexity/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-06-24T14:00:00Z

Content type: article

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [USB](<https://devfeed.tech/topics/usb.md>), [Linux](<https://devfeed.tech/topics/linux.md>), [Ubuntu](<https://devfeed.tech/topics/ubuntu.md>), [Windows](<https://devfeed.tech/topics/windows.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [intel](<https://devfeed.tech/topics/intel.md>)

Tags: [amd](<https://devfeed.tech/tags/amd.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [development](<https://devfeed.tech/tags/development.md>), [ethernet](<https://devfeed.tech/tags/ethernet.md>), [framework](<https://devfeed.tech/tags/framework.md>), [intel](<https://devfeed.tech/tags/intel.md>), [laptop](<https://devfeed.tech/tags/laptop.md>), [level2jeff](<https://devfeed.tech/tags/level2jeff.md>), [linux](<https://devfeed.tech/tags/linux.md>), [ubuntu](<https://devfeed.tech/tags/ubuntu.md>), [usb](<https://devfeed.tech/tags/usb.md>), [video](<https://devfeed.tech/tags/video.md>), [windows](<https://devfeed.tech/tags/windows.md>), [wisdpi](<https://devfeed.tech/tags/wisdpi.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

The article tests WisdPi's 10G Ethernet Expansion Card for Framework computers and examines how USB-C connection standards affect throughput. It compares Linux and Windows results, including driver and kernel issues, and reports performance of up to 9.4+ Gbps along with substantial heat buildup.

### Source excerpt

I've been following WisdPi's development of various 5 Gbps and 10 Gbps Ethernet adapters for the past couple years. They use newer Realtek Ethernet chips, which sometimes have performance quirks--most frequently encountered under Linux. In today's video, I tested the new WisdPi 10G Ethernet Expansion Card for Framework computers. It fits in any available Framework Expansion slot--even on the Framework Desktop. But Expansion Cards use USB-C for their connection to the mainboard--and therein lies the rub...

## 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](<https://devfeed.tech/articles/you-can-finally-power-on-a-mac-remotely-10478.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/power-on-your-mac-remotely/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-06-12T14:00:00Z

Content type: article

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [macOS](<https://devfeed.tech/topics/macos.md>), [Mac Mini](<https://devfeed.tech/topics/mac-mini.md>), [boot](<https://devfeed.tech/topics/boot.md>)

Tags: [apple](<https://devfeed.tech/tags/apple.md>), [boot](<https://devfeed.tech/tags/boot.md>), [homelab](<https://devfeed.tech/tags/homelab.md>), [mac](<https://devfeed.tech/tags/mac.md>), [macos](<https://devfeed.tech/tags/macos.md>), [remote](<https://devfeed.tech/tags/remote.md>), [video](<https://devfeed.tech/tags/video.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### 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:

## It's hard to justify buying a Framework 12

DevFeed: [It's hard to justify buying a Framework 12](<https://devfeed.tech/articles/it-s-hard-to-justify-buying-a-framework-12-10468.md>)

Original publisher: [Read original article](<https://www.jeffgeerling.com/blog/2026/its-hard-to-justify-framework-12/>)

Author: jeff@jeffgeerling.com (Jeff Geerling)

Published: 2026-05-29T14:00:00Z

Content type: opinion

Language: en

Sources: [Jeff Geerling](<https://devfeed.tech/sources/jeff-geerling.md>)

Topics: [NEO](<https://devfeed.tech/topics/neo.md>), [benchmarking](<https://devfeed.tech/topics/benchmarking.md>), [Benchmark](<https://devfeed.tech/topics/benchmark.md>), [cpu](<https://devfeed.tech/topics/cpu.md>), [intel](<https://devfeed.tech/topics/intel.md>)

Tags: [apple](<https://devfeed.tech/tags/apple.md>), [benchmark](<https://devfeed.tech/tags/benchmark.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [framework](<https://devfeed.tech/tags/framework.md>), [geekbench](<https://devfeed.tech/tags/geekbench.md>), [intel](<https://devfeed.tech/tags/intel.md>), [laptop](<https://devfeed.tech/tags/laptop.md>), [laptops](<https://devfeed.tech/tags/laptops.md>), [mac](<https://devfeed.tech/tags/mac.md>), [macbook-neo](<https://devfeed.tech/tags/macbook-neo.md>), [performance](<https://devfeed.tech/tags/performance.md>), [review](<https://devfeed.tech/tags/review.md>), [touchscreen](<https://devfeed.tech/tags/touchscreen.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

The author compares the Framework 12 with Apple's MacBook Neo for a student laptop purchase. The MacBook Neo is described as faster, more efficient, quieter, better built, and less expensive in most tested situations, while the Framework 12 offers a touchscreen, 360° hinge, repairability, and upgradeability. The Framework performs slightly better under sustained heavy workloads because its fan reduces throttling.

### Source excerpt

My nephew just graduated high school, and wants a laptop. When he decides what computer to buy, price (or more precisely, value) is the most important attribute. Apple's MacBook Neo upended the 'value laptop' equation--Apple's not supposed to be both the cheapest option and the best value... but it seems like that's squarely where the Neo landed for the good-but-cheap laptop category. My nephew is also my godson, and to kick off his computing journey, I thought I'd let him choose from a Framework 12 I bought to test, or the MacBook Neo I bought a couple months ago to use around the studio.

## Introducing Gemini Omni

DevFeed: [Introducing Gemini Omni](<https://devfeed.tech/articles/introducing-gemini-omni-6201.md>)

Original publisher: [Read original article](<https://deepmind.google/blog/introducing-gemini-omni/>)

Author: Koray Kavukcuoglu

Published: 2026-05-17T19:50:57Z

Content type: release

Language: en

Sources: [Google DeepMind News](<https://devfeed.tech/sources/google-deepmind-news.md>)

Topics: [AI Chat](<https://devfeed.tech/topics/ai-chat.md>)

Tags: [audio](<https://devfeed.tech/tags/audio.md>), [flash](<https://devfeed.tech/tags/flash.md>), [gemini](<https://devfeed.tech/tags/gemini.md>), [generate](<https://devfeed.tech/tags/generate.md>), [google](<https://devfeed.tech/tags/google.md>), [images](<https://devfeed.tech/tags/images.md>), [model](<https://devfeed.tech/tags/model.md>), [multimodal](<https://devfeed.tech/tags/multimodal.md>), [none](<https://devfeed.tech/tags/none.md>), [video](<https://devfeed.tech/tags/video.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

Gemini Omni is a new multimodal model for generating and conversationally editing videos from image, audio, video, and text inputs. The article announces Gemini Omni Flash for the Gemini app, Google Flow, and YouTube Shorts.

### Source excerpt

Introducing Gemini Omni, which allows you to create anything from any input and edit naturally using conversational language.

## JSON and C++26 compile-time reflection: a talk

DevFeed: [JSON and C++26 compile-time reflection: a talk](<https://devfeed.tech/articles/json-and-c-26-compile-time-reflection-a-talk-29397.md>)

Original publisher: [Read original article](<https://lemire.me/blog/2026/03/26/json-and-c26-compile-time-reflection-a-talk/>)

Author: Daniel Lemire

Published: 2026-03-26T00:29:38Z

Content type: article

Language: en

Sources: [Daniel Lemire](<https://devfeed.tech/sources/daniel-lemire.md>)

Topics: [C++](<https://devfeed.tech/topics/c-plus-plus.md>), [JSON](<https://devfeed.tech/topics/json.md>), [Library](<https://devfeed.tech/topics/library.md>)

Tags: [2025](<https://devfeed.tech/tags/2025.md>), [c-plus-plus](<https://devfeed.tech/tags/c-plus-plus.md>), [cppcon](<https://devfeed.tech/tags/cppcon.md>), [json](<https://devfeed.tech/tags/json.md>), [speed](<https://devfeed.tech/tags/speed.md>), [standard](<https://devfeed.tech/tags/standard.md>), [talk](<https://devfeed.tech/tags/talk.md>), [video](<https://devfeed.tech/tags/video.md>), [youtube](<https://devfeed.tech/tags/youtube.md>)

### AI overview

The article announces a CppCon 2025 talk about using C++26 compile-time reflection for high-speed JSON serialization and deserialization. It says the authors extended the simdjson library to test the approach and that the talk video is available on YouTube.

### Source excerpt

The next C++ standard (C++26) is getting exciting new features. One of these features is compile-time reflection. It is ideally suited to serialize and deserialize data at high speed. To test it out, we extended our fast JSON library (simdjson) and we gave a talk at CppCon 2025. The video is out on YouTube. Our ... Continue reading JSON and C++26 compile-time reflection: a talk

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