In 2023, what was then still called Twitter, open-sourced at least portions of the code that decided what it served up in your feed. But that GitHub repository is hopelessly out of date, with the vast majority of the files appearing to be from the initial upload three years ago. Elon Musk says that in seven days, he will open-source X's new algorithm and finally give people a peek behind the curtain and possibly a technical explanation as to why your feed is 90 percent rage bait.Elon has always made promises to open-source parts of X, and has followed through to at least some degree, including Grok-1 in 2024. But xAI is now on Grok-3, and …Read the full story at The Verge.

So, Apple has this feature called Handoff. The idea is that, if you're on your phone using an app, and you transition over to a macOS computer, the operating system will register that you've made the swap and ask you if you want to continue using your phone app on your computer. So, if you're browsing something on Safari on your phone, you can use Handoff to transfer it over to your macOS and keep going.

As Microsoft begins to bring all of its apps under one roof, we're seeing the ones that get left outside get axed in favor of the newer, shinier apps. We're beginning to see the company introduce its best offerings under the Microsoft 365 Copilot banner, which has all the famous productivity apps and its infamous AI assistant rolled into one.

A Raspberry Pi can feel like a little miracle, capable of everything from blocking ads to running smart home automations and retro games. It is still just a tiny computer, though, and it has real limits that are easy to forget once ideas start flowing. If you avoid a few common mistakes, the Pi stays fast, stable, and pleasant to work with rather than becoming a flaky box you constantly need to fix. Think of this as a checklist of what not to do, so your next project has a much better chance of just working.

The best tools in a developer’s arsenal aren’t always the ones with the biggest marketing budgets. In fact, some of the most transformative utilities I have used over the past year are open-source projects or generous free-forever tiers that many people overlook.

As Linux distros and desktop environments continue to march on, we're seeing developers take different stances on how they handle the X11 vs. Wayland problem. Some developers are keeping an X11 and a Wayland version of their software around to cater to both parties. Some are planning to get rid of X11 entirely, and others are going back to X11 with a potentially new and improved version of it.

Whether you're assembling a new rig or upgrading your old powerhouse, 2025 delivered some compelling GPUs across the stack, for every use case and budget. The year brought a mix of solid entries from both NVIDIA and AMD. Amid the show of the Blackwell-powered muscle of Team Green to the value-driven RDNA 4 advancements from Team Red, we also witnessed a surprisingly robust response from Intel with its wild card entry into the market, as the chipmaker continues to win back its place in the GPU market.

When we first moved into this house, it was part of an ongoing development, and not every house was occupied (or even built). I wasted no time getting fiber-to-the-home installed and setting up a mesh kit with one node on each floor, thinking that would be perfectly adequate for our needs. And it was, mostly, until we started noticing odd glitches in wireless connectivity in parts of the house.

Windows Subsystem for Linux (WSL) debuted with Windows 10 as a simpler way to run Linux distributions without needing a third-party hypervisor. WSL 2 improved its numerous shortcomings and became an easy way to run and manage multiple Linux distros on Windows. I personally use it with an Ubuntu VM running Docker for a PaperlessNGX instance with a local LLM. WSL now supports GPU passthrough, so running the local LLM by powering it with my NVIDIA RTX 3060 GPU isn’t an issue.

Sharing files between devices is easy thanks to cloud services, but becomes more difficult when you want an offline-first privacy-focused solution that also supports devices across different platforms.

Proton Suite has been the default recommendation for anyone serious about digital privacy. It’s a polished, all-in-one powerhouse, but it comes with a recurring price tag that adds up and an ecosystem that can feel a bit too centralized. I decided to see if I could achieve the same level of encryption and peace of mind without the monthly subscription.

Before I dove headfirst into the self-hosting rabbit hole, PDF manipulation tools were the bane of my existence. Between their never-ending barrage of ads, limitations on file size, annoying watermarks, and paywalled features, I’d lose my patience whenever I had to edit PDF documents for my uni projects, and I say this as someone who has used both cloud platforms and freemium offline tools. So, you can imagine how amazed I was when I came across Stirling-PDF, a utility that runs locally and lets me edit every single aspect of my PDFs without the privacy-intrusive shenanigans of typical apps.