Linux Kernel Drops AI Tag Requirement, Uses Meta AI For Code Reviews

October 15, 2026 by No comments

Since we last covered the way that the Linux Kernel project has been dealing with the influx of code created using LLM-based coding assistants, all the way back in April, things have changed a lot, with most recently the Linux maintainers deciding to fully drop the requirement to mark LLM-assisted commits with the Assisted-by tag.

While not a fully uncontroversial decision – as also reported by Phoronix – with key maintainers already having made this decision it seems certain to proceed. This is not the only change made fairly recently, with a ‘Sashiko’ bot introduced that is supposed to handle code reviews.

In a July LKML post [Linus Torvalds] defends this decision, with a follow-up post in August by [Jakub Kicinski] it being stated that budget has been secured for using Meta’s LLMs, using said LLM-based resources for reviewing patches, as well as creating and editing commit messages. As noted by [Jakub] they’re running multiple frontier models on each patch to try and weed out confabulations.

Whether this will prove to be the right decision remains to be seen. Whereas most open source projects have firmly banished or heavily curtailed LLM-based contributions on slop, copyright as well as licensing grounds, the Linux Kernel project may be an interesting experiment in what the outcome of the exact opposite approach will be.

C64 Hardware Simulator Isn’t (Just) For Playing Around

October 15, 2026 by 4 Comments

If you want to play old Commodore games, there are C-64 emulators available for just about any platform– but most of them are so high level, they’re really meant for just that: playing games. [antirez] has a different goal with his c64-hw-sim project— it’s a lower-level emulation that simulates every chip and every connection on an ASSY 250407 motherboard, and all the chips on it, too. Ever wondered what happens when a specific chip is missing, or a random pin is shorted to ground or forced high? You can do all that in software, with no risk of harming antique hardware.

While that might be a fun bit of faffing about for a certain sort electronics sadist, the real utility is to learn about the hardware, both in the abstract and to help you troubleshoot a board you might have. It’s likely that many given failure modes reproduce the same effects– lots of things can knock out the display output, for example–but at least if you’ve reproduced a flaw in software you can try testing the hardware to see if that’s the cause of your problem. Assuming the simulation covers your hardware issue, anyway.

There’s cycle-accurate chip emulation for the processor, CIAs, SID and VIC-II via code by [Andre Weissflog], a.k.a. [flooh]. Meanwhile analog circuitry in the video, audio and power sections are not simulated so not everything fault will be replicable here. Still, it might be a neat tool– just don’t try and run any games on it, because even on high-end modern hardware it only runs at about one-third speed. That’s fast enough for diagnostics, but not so much for Maniac Mansion, never mind Elite. 

Speaking of Elite, did you know the source– both of the port and the original– is available with comments? If you want an emulator you can play, you can get it on everything from microcontrollers like Teensy to your personal computer.

Thanks to [Salvatore] for the tip!

Hand-Machined Stake Sharpener Just In Time For Dracula Season

October 15, 2026 by 16 Comments

Vampires aren’t as common as they once were, but in most places they aren’t fully protected and it’s still possible to get a tag for legal hunting come October — at least if you’re using traditional weapons, like a good old wooden stake.

[This Old Tony] on YouTube didn’t have a good old wooden stake handy, but he does have a machine shop. Does he turn stakes on a lathe? Hardly. He turns an aluminum block into a giant pencil sharpener so he can use his drill to make vampire-removers out of any stick he finds.

If you thought that intro was too silly, you can skip the video. [Tony] is a funny guy, and is obviously enjoying himself in the voice over. He also obviously knows his way around a machine shop, and the 22 minute video shows every step of making a tool from a solid block of aluminum and some steel plate. It isn’t as soothing as some machinist’s videos are, though, as roughing out the 30 degree interior cone that will hold the stake against the steel blade is somewhat nerve-wracking to watch. Getting the blade mount tangent to the cone may have been trickier machining overall, but [Old Tony] nails every step. He’s now ready to dust any Nostferatu or Lasombra who darkens his door, assuming he has the strength to hammer the 3″ stakes he’s making through their undead ribs.

We’ve been enjoying [Old Tony] since we saw him build his own CNC table, only to ignore it in favour of his hard-earned skills. If you like that sort of thing, take a look — [Tony]’s cutting wit can make even videos about boring tools entertaining.

Continue reading “Hand-Machined Stake Sharpener Just In Time For Dracula Season” →

So You Want To Make Your SDR Work On Other Frequencies

October 15, 2026 by 7 Comments

Perhaps the most exciting news of the past few weeks in the world of hardware hacking has been the unlocking of hidden SDR functionality in the Wi-Fi radios found on Espressif ESP32 microcontrollers. They can be used as both transmit and receive SDRs, and given that it’s early days for this hack we expect that great things are yet to come.

There’s one snag though, despite speculation that they might be dragged down to much lower frequencies, as far as we know they’re only proven to work around the Wi-Fi frequencies. Though the reality may be wider we’ll take that for a 2.4 GHz part as a 100 MHz slice from 2.4 GHz to 2.5 GHz. Plenty of possibilities there, and they might even work down to 1.8 GHz, but there would be so much more to do if it could work elsewhere in the spectrum. So it’s time to look at the converter, a tried and tested old way to make a radio work on a different frequency.

Continue reading “So You Want To Make Your SDR Work On Other Frequencies” →

A Thermal Camera That Uses WebUSB

October 15, 2026 by 8 Comments

When creating a peripheral for a mobile phone, an obvious path is to create a companion app with which to talk to it. But as we all know today’s app is tomorrow’s non-functional abandonware, so to give his infrared camera a long life, [Cezar Chirila] made it talk WebUSB to a browser instead.

The hardware is conventional enough, a FLIR sensor talking to an RP2040. There’s very little in the way of supporting circuitry save for a power supply regulator, as so much that might be on a standalone project is already present in the USB host device. Running the thing is as simple as going to a landing page in a browser that supports WebUSB, and using the camera. The whole lot is in a GitHub repository, if you’re interested.

We’re big fans of WebUSB, for exactly the reason it’s been used here. While there are a few browser features which have been deprecated over the years — who remembers the BLINK and MARQUEE HTML tags — it’s likely WebUSB won’t be one of them. This could only be topped by having the microcontroller share a small USB disk with the landing page as an HTML file.

Meanwhile if you’re strapped for cash, there are cheaper thermal cameras out there.

Building An M7 Pan Tilt Head Controller

October 15, 2026 by 2 Comments

The Soonpho M7 Pan Tilt Head is a useful photography tool for remotely aiming a decently-sized camera. Only, [Kyle Housley] wanted a little more control than was available out of the box. Hence, he built a custom controller that could deliver just that.

The project is based around an ESP32-S3 paired with an NRF24L01 wireless module. The ESP32-S3 is hooked up to a computer to receive commands over serial on what movements to make. It then transmits over the NRF24L01 to another NRF24L01 module that has been hacked into the original M7’s controller. In doing so, it can command the M7 to move to a given specific pan and tilt position, or to make a smooth motion along a vector. It can also trigger shutter release in the attached camera as needed, to capture whatever is being looked at.

[Kyle] has used this rig to create a motion tracking system for aircraft photography. With a Yolo vision model running on a laptop, the pan-tilt head can be commanded to track aircraft passing by and photograph them when they’re in frame. It’s a pretty slick setup; we’d love to see similar done with the aid of ADS-B data, too—perhaps even with automatic image tagging and upload.  Continue reading “Building An M7 Pan Tilt Head Controller” →

Pager Converted To Meshtastic Node

October 14, 2026 by 8 Comments

Text messaging has been around on cellular networks en masse for around three decades now. It’s so common that it’s difficult to remember a time without it. Its two-way quick messaging is incredibly useful, but for even simpler communications there’s a one-way system that predates it. Pagers are able to receive simple messages, but outside of hospitals are rarely used nowadays. Eventually some added in two-way communications like this Motorola T900, but they’re still mostly obsolete. That’s why [zindustries87] converted it to operate on the Meshtastic network instead.

To get this pager working, a lot of reverse engineering was needed. There is essentially no documentation on the chips in these devices, so the screen and keyboard both were reverse-engineered to work with other hardware. In this case, [zindustries87] found space for a Heltec V4 with an ESP32-S3, a popular Meshtastic node with a small form factor. Some programming was needed to get everything communicating together, but from the looks of things it seems to have basic functionality.

[zindustries87] points out that this is a prototype, and didn’t know going in if the keyboard and screen could be brought back to life, or if the other hardware would fit in the case. But with it working on this level, they plan to add a number of other features in and possibly build a drop-in PCB replacement for these devices. They were once fairly popular so there are plenty around, and they’re a good form factor for a dedicated Meshtastic device that doesn’t need a smartphone to work. The only other ways of bringing pagers back to life involve bootstrapping an entire pager network, and Meshtastic is a bit more useful than that now.