Author: Zoe Skyforest

3803 Articles

Charlotte’s New Runway Gets A Digital Twin

October 19, 2026 by 3 Comments

The first viable powered aircraft predated the first proper runway by two decades. While it’s entirely possible to launch some planes from austere dirt or grass strips, the aviation world eventually realized that aircraft would be better off launching from a flat, paved surface.

Over the years, paving technology has gradually improved in the aviation world as it has for roads and highways. Now, there’s a project being built in Charlotte with new digital features that hopes to push the state of the art of runways even further.

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Building An M7 Pan Tilt Head Controller

October 15, 2026 by 9 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” →

AI Controls IPhone Via ESP32

October 14, 2026 by 17 Comments

Do you want to get an AI agent to do something to an iPhone? You could try and jailbreak the device and do some heavy software hacking, or… you could grab a microcontroller off the shelf and have it do the hard work. [Henry Yuan] explains how to achieve this with an ESP32.

The first step is getting an AI agent access to the current state of the phone screen—which [Henry] achieves with AirPlay screen mirroring and UxPlay. A Gstreamer pipeline is then used to feed the screen as a JPEG stream to the AI agent of your choice. Then comes control, which is achieved by an ESP32-S3 acting as a USB-HID device, emulating both USB mouse and keyboard. With iOS AssistiveTouch enabled, this gives the agent control over inputs to the device. From there, it’s up to the AI agent to figure out the actions to make to achieve the desired behavior, which is obviously very use-case specific.

It might sound a little convoluted, but this approach has benefits. There’s no requirement to have an Apple Developer Account, or XCode, or a Macintosh at all. You can just get your agent tinkering away on the phone without any of that fussy overhead. We’ve featured some other great iPhone hacks of late, as well. Video after the break.

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DIY Force Sensing Joysticks Are A Cheap Way To Go

October 14, 2026 by 16 Comments

Traditional joysticks typically use potentiometers or hall effect sensors to determine the displacement of the stick itself when moved by the operator. Force-sensing joysticks are considered more desirable for certain purposes like side-stick flight simulators, because they measure the force applied instead, as per the name. They can be expensive to buy off-the-shelf, but you can build a cheap set on your own if you know what you’re doing, as [tekasza] demonstrates.

The build that [tekasza] put together is based around the Teensy 4.0 microcontroller. It’s set up to read a series of load cells that determine the force applied to the stick in the X and Y axes. The cells are wired up to HX711 load cell amplifiers so they can be easily read by the microcontroller. The Teensy does the work to take the load cell readings and convert them into axis outputs for a USB HID game controller, allowing the stick to be used with just about any game or simulator on the market. [tekasza] has the stick integrated with pedals as well as a whole bunch of buttons and switches to control other simulator features, built up into a full seated sim setup.

If you’ve ever wanted to use a force-sensitive stick like modern fighter pilots do, this build could be very relevant to your interests. We’ve also seen plenty of other great sim hardware builds in recent years, too.

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Rendering 3D Prints From G-Code

October 14, 2026 by 22 Comments

Your CAD software generally has some rudimentary tools for rending images of your parts, from simply-textured models to more photo-realistic options. However, those renders are of the geometry you created—not how that geometry would look after it was sent to a 3D printer. Extrudio is a tool that aims to create more realistic renders for 3D printed parts.

Rather than rendering from the geometry of your model, such as by using an STL file, Extrudio uses G-Code instead. It creates its render based on the instructions your 3D printer uses to produce your part, sweeping a virtual bead of plastic along the toolpaths in the code. In doing so, it can realistically display layer lines in a 3D print and other artifacts of the printing process, like stair-stepping on spheres and curves. It can display the render in various contexts, from blank studio backgrounds to a number of “sets” like a bench or kitchen.

The tool’s website notes that this could be useful for generating images for those selling 3D printed parts online, though obviously the realism of actually printing and photographing a part would still be superior. Still, it could prove a useful tool for quickly pitching realistic images of a 3D printed part, particularly if it’s desirable to model different colors or print techniques without putting in the hours to actually produce them.

We’ve featured some other great 3D printing hacks lately, like this nifty trick for doing overhangs without supports.

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How A British Engineer Homebrewed The Quietest Carbine

October 5, 2026 by 31 Comments

Hollywood has a lot to answer for when it comes to “silencers” on firearms. On screen, a suppressed pistol makes a pinging thud, and the bad guy in the next room flops to the floor. Real life is rather less cinematic. A suppressor takes the edge off the report, but it’s by no means quiet or silent. Hence why the term “silencer” is more of a colloquialism, and why “suppressor” is more appropriate.

Every so often, though, someone gets remarkably close to the movie version. The best-known example is probably the De Lisle carbine. A British commando weapon from the Second World War, it was cobbled together from bits and pieces and ended up being a stellar performer in the world of clandestine operations.

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Elgato Key Lights Get Matter Upgrade

October 1, 2026 by 3 Comments

[Michael H Thiesen] had a couple of Elgato Key Lights in his home streaming setup. The only problem was that they would stop responding regularly, requiring a power cycle to get them going again. He never quite pinned down where the problem lay; instead, he set about replacing the light controllers wholesale to provide more reliable functionality.

In place of the original controllers, a pair of ESP32-C3 boards were substituted in. The original design simply had a Realtek controller chip wired into a PCA9635 LED controller, so the swap was as easy as plucking one out and wiring the new microcontroller in its place. The capable ESP32-C3 offers native Matter support, which enabled the new controllers to join [Michael’s] Apple Home setup natively. Running a firmware coded in Rust, the controllers offer power, brightness, and colour-temperature control right in Apple Home. As a bonus, there was no need to use Homebridge to get the lights hooked up to the smarthome setup anymore, eliminating a dependency and a possible source of occasional failures.

Design files are on Github for the curious. We’ve featured other great Elgato hacks before, too, like this nifty capture card firmware hack. If you’re tinkering with your own smarthome hacks, be sure to let us know on the tipsline.