A grim reaper knocking on a door labelled "open source"

What About The Droid Attack On The Repos?

February 22, 2026 by Tyler August 36 Comments

You might not have noticed, but we here at Hackaday are pretty big fans of Open Source — software, hardware, you name it. We’ve also spilled our fair share of electronic ink on things people are doing with AI. So naturally when [Jeff Geerling] declares on his blog (and in a video embedded below) that AI is destroying open source, well, we had to take a look.

[Jeff]’s article highlights a problem he and many others who manage open source projects have noticed: they’re getting flooded with agenetic slop pull requests (PRs). It’s now to the point that GitHub will let you turn off PRs completely, at which point you’ve given up a key piece of the ‘hub’s functionality. That ability to share openly with everyone seemed like a big source of strength for open source projects, but [Jeff] here is joining his voice with others like [Daniel Stenberg] of curl fame, who has dropped bug bounties over a flood of spurious AI-generated PRs.

It’s a problem for maintainers, to be sure, but it’s as much a human problem as an AI one. After all, someone set up that AI agent and pointed at your PRs. While changing the incentive structure– like removing bug bounties– might discourage such actions, [Jeff] has no bounties and the same problem. Ultimately it may be necessary for open source projects to become a little less open, only allowing invited collaborators to submit PRs, which is also now an option on GitHub.

Combine invitation-only access with a strong policy against agenetic AI and LLM code, and you can still run a quality project. The cost of such actions is that the random user with no connection to the project can no longer find and squash bugs. As unlikely as that sounds, it happens! Rather, it did. If the random user is just going to throw their AI agent at the problem, it’s not doing anybody any good.

First they came for our RAM, now they’re here for our repos. If it wasn’t for getting distracted by the cute cat pictures we might just start to think vibe coding could kill open source. Extra bugs was bad enough, but now we can’t even trust the PRs to help us squash them!

Continue reading “What About The Droid Attack On The Repos?” →

Miranda, as imaged by Voyager 2 on Jan. 24, 1986.

Miranda’s Unlikely Ocean Has Us Asking If There’s Life Clinging On Around Uranus

February 21, 2026 by Tyler August 28 Comments

If you’re interested in extraterrestrial life, these past few years have given an embarrassment of places to look, even in our own solar system. Mars has been an obvious choice since before the Space Age; in the orbit of Jupiter, Europa’s oceans have been of interest since Voyager’s day; the geysers of Enceladus give Saturn two moons of interest, if you count the possibility of a methane-based chemistry on Titan. Even faraway Neptune’s giant moon Triton probably has an ocean layer deep inside. Now the planet Uranus is getting in on the act, offering its moon Miranda for consideration in a kinda-recent study in the Planetary Science Journal.

Continue reading “Miranda’s Unlikely Ocean Has Us Asking If There’s Life Clinging On Around Uranus” →

An image of a magnetically-suspended Lemming

Mag-Lev Lemming Refuses To Fall

February 19, 2026 by Tyler August 10 Comments

Are you ready to feel old? Lemmings just turned thirty-five. The famous puzzle game first came out in February of 1991 for the Commodore Amiga, before eventually being ported to just about everything else out there, from the ZX Spectrum to the FM Towns, and other systems so obscure they don’t have the class to start with two letters, like Macintosh and DOS. [RobSmithDev] decided he needed to commemorate the anniversary with a real floating lemming.

The umbrella-equipped lemming is certainly an iconic aspect of the game franchise, so it’s a good pick for a diorama. Some people would have just bought a figurine and hung it with some string, but that’s not going to get your project on Hackaday. [Rob] designed and 3D printed the whole tableau himself, and designed magnetic levitation system with some lemmings-themed effects.

The mag-lev is of the top-down type, where a magnet in the top of the umbrella is pulled against gravity by an electromagnetic coil. There are kits for this sort of thing, but they didn’t quite work for [Rob] so he rolled his own with an Arduino Nano. That allowed him to include luxuries you don’t always get from AliExpress like a thermal sensors.

Our favorite part of the build, though, has to be the sound effects. When the hall effect sensor detects the lemming statue — or, rather, the magnet in its umbrella — it plays the iconic “Let’s Go!” followed by the game’s sound track. If the figurine falls, or when you remove it, you get the “splat” sound, and if the lemming hits the magnet, it screams. [Rob] posted a demo video if you just want to see it in action, but there’s also a full build video that we’ve embedded below.

A commemorative mag-lev seems to be a theme for [Rob] — we featured his 40th anniversary Amiga lamp last year, but that’s hardly all he gets up to. We have also seen functional replicas, this one of a motion tracker from Aliens, and retrotech deep-dives like when he analyzed the magical-seeming tri-format floppy disk.

Continue reading “Mag-Lev Lemming Refuses To Fall” →

Diamond Age-Inspired Pocket Watch Has ESP32 Inside

February 18, 2026 by Tyler August 20 Comments

A lot of hacks get inspired by science fiction. When that inspiration is taken from the boob tube or the silver screen, the visual design is largely taken care of by the prop department. If, on the other hand, one seeks inspiration from the written word– like [Math Campbell] did for his smart pocket watch inspired by The Diamond Age— the visuals are much more up to the individual hacker. Though no nanotechnology was involved in its creation, we think [Math] nailed the Victorian High-Tech vibe of [Neal Stephenson]’s cult classic.

The build itself is fairly simple: [Math] started with a Waveshare dev board that got him the 1.75″ round touch display, along with an ESP32-S3 and niceties such as a six-axis IMU, an RTC, microphone, speaker, and micro SD card reader. That’s quite the pocket watch! The current firmware, which is available on GitHub, focuses on the obvious use case of a very stylish watch, as well as weather and tidal display. Aside from the dev board, [Math] needed only to supply a battery and a case.

[Math] designed the case for the watch himself in Fusion360 before sending it off to be 3D printed in stainless steel. That might not be molecular-scale manufacturing like in the book, but it’s still amazing you can just do that. Ironically, [Math] is a silversmith and will be recreating the final version of the watch case in sterling silver by hand. We’d be tempted to include a door–making it a “hunter’s case” in pocket watch lingo–to protect that amoled display, but far be it for us to tell an artist how to do his work. If you’re not a silversmith, [Math] has stated his intent to add STLs to the GitHub repo, though they aren’t yet present at time of writing.

We’ve featured smart pocket watches before, some with more modern aesthetics. Of course a watch doesn’t have to be smart to grace these pages.

Thanks to [Math Campbell] for the tip! If you’ve got time on your hands after ticking done on a project, send us a tip and watch for it to appear here.

ReMemory Is The Amnesia-hedging Buddy Backup You Didn’t Know You Needed

February 10, 2026 by Tyler August 16 Comments

What would happen if you lost your memory, even partially? With so much of our lives being digital, forgetting your passwords (or the master key to your password manager) could be disastrous. Haunted by that specter after a concussion, [eljojo] created ReMemory, a tool based on Shamir’s Secret Sharing to help your friends help you.

Shamir’s Secret Sharing, for the uninitiated, is a way to split up important data between parties so that the full picture is only available when a quorum comes together. The classic example is giving everyone a couple of digits out of the combination to the bank vault, but no one the full combination. Together, they can open the vault.

ReMemory works the same way. Rather than the combination to a bank vault, the locally-hosted, browser-based interface splits the encryption key to your sensitive data. If you’re old fashioned that might be a plaintext list of passwords, or for the more modern the recovery codes to your password manager. It could be literally anything, like your Aunt Edna’s famous cupcake recipe, which surely should not be lost to time.

You can chose how many friends to split your data betwixt, and how many will be required to meet quorum– the minimum, of course, being two, but the suggested default is to split the data five ways, and allow decryption from any three parties. Each bundle includes the complete recovery tool, so anyone in your circle of trust can start the process of decrypting your data if they get the others on board. Since it’s self-hosted and browser based, those friends don’t have to be particularly tech-savvy, as long as they can be trusted to hold onto the files. Everything is explained in the readme included in each bundle.

This does have the downside of requiring you to have multiple close friends, at least some of whom you trust to come through in a crunch, and all of whom you trust not to collude behind your back. Still, if you’re the social type, this seems like it might be a useful tool. The code is available under an Apache 2.0 license, so you can audit it for yourself — a must for any tool you plan on entrusting your secrets to.

The best part of the sharing algorithm is that it’s not vulnerable to quantum computing. While [eljojo] was thinking of amnesia when he put the tool together, we can’t help but think this also solves the postmortem password problem.

Crouching Typewriter, Hidden PC

January 30, 2026 by Tyler August 10 Comments

Go back a couple of generations, and rather than a laptop or a luggable, the office accessory of choice was a portable typewriter. As the 20th century wore on, the typewriter became electric before eventually being eclipsed by luggable and laptop computers. On YouTube, [Prototype] is turning back the clock, by turning an old Smith-Corona electric typewriter into a luggable computer– with a stretch goal of still being able to type.

Yeah, just gutting the typewriter and shoving an SBC inside wasn’t ambitious enough for [Prototype]: his goal is a working typewriter and an x86 gaming PC. To facilitate this, he guts the Smith-Corona keyboard, and 3D-prints a new top plate to add a little more vertical space in the old typewriter. The new top does recreate the original layout and the Corona switches get printed adapters to fit them to mechanical switches [Prototype] is using with a vibe-coded Arduino. Why one would bother with ChatGPT when QMK is right there, we could not say, but feel free to skip 6:20 to 15:00 if you’re watching the video but want to avoid that side quest.

Unfortunately, the “get the keyboard working” side-quest is either faked or deferred to video part II, which has not been posted yet. In this video he demonstrates that he can actuate a single hammer with a servo, but that’s a far cry from a working typewriter so, we’re really hoping he comes through on that promise in Part Two. Even if the build stops with just one hammer, that would give the tactile sound-and-feel that other builds turn to solenoids for. Squeezing a small-form-factor motherboard and graphics card into the old Smith-Corona is also going to be an interesting challenge. It’s certainly going to be a step up from using the keyboard as a terminal.

If you like this project but balk at the idea of destroying a working piece of vintage office equipment, it is possible to turn a typewriter into a USB keyboard non-invasively.

If you like this project at all, join us in thanking [Katie] for the tip. Not your cup of tea? Tell us what is, with a tip of your own. Continue reading “Crouching Typewriter, Hidden PC” →

Lazarustorm Lets A PiStorm Live Outside Your Old Amiga

January 29, 2026 by Tyler August 7 Comments

The PiStorm is nothing new; if you’re familiar with the retrocomputer scene, you’ve probably heard of it. By replacing the 68k processor in an old Amiga (or some models of Atari) the PiStorm accelerator gives a multiple order of magnitude speedup. It’s even a reversable mod, plugging in where the original CPU was. What’s not to love? Well, some people would simply prefer to keep their original CPUs in place. [TME Retro] has a video highlighting the solution for those people: the Lazarustorm by [arananet].

It makes perfect sense to us– back in the day, you could plug a whole x86 PC-compatible ‘sidecar’ into your Amiga, so why not a PiStorm? The whole bus is right there for the taking.The Lazarusstorm, as a project, is bog simple compared to the PiStorm itself. A PCB and the connectors to get it plugged into the expansion port on the Amiga side, and the connectors to plug the PiStorm into it on the other. A couple of jumpers and a few passives, and that’s it. [TME Retro] also took the time to come up with a case for it, which sits on felt feet to relieve stress on the PCBs. It’s a nice bit of CAD, but we rather wish he’d done it in beige.

As for the upgraded Amiga, it runs just as fast as it would had the 68k been replaced with a Pi3 and PiStorm internally, which is to say it’s practically a supercomputer by 1980s standards. You get the SD card to serve as a hard drive and can even access the internet via modern WiFi, something Commodore engineers likely never expected an A500 to do. Of course, just connecting to the network is only half the battle when getting these retro machines online. When these accelerators were new, the 68k emulation ran on top of Linux, but now that the EMU68k project has it bare metal and even faster.

This isn’t the first Raspberry-flavoured slice of Amiga sidecar we’ve featured: here’s one running Spotify. If you haven’t got an Amiga, there’s a PiStorm for the FPGA-based MiniMig, too. Continue reading “Lazarustorm Lets A PiStorm Live Outside Your Old Amiga” →