+1. While vibe-coding (natural language to code) is not such a great idea, we can always check the source, so vibe-reverse-engineering (code to natural language) may actually be quite useful.
+1. While vibe-coding (natural language to code) is not such a great idea, we can always check the source, so vibe-reverse-engineering (code to natural language) may actually be quite useful.
Super useful. I have a no-name USB microscope that only supported iOS and Android (just look up "USB microscope" on Amazon, there's like 500 versions of the same device). The device doesn't work like a normal webcam so you can't just plug it into a PC, and their mobile software is shady and low quality so I would only ever connected it to a GrapheneOS phone where I could prohibit their app having network access entirely because it gave me a bad feeling. As a result I underused the device since it was annoying.
I recently took their .apk and dropped it in a new empty project folder, instructed Claude Code w/ GLM 5 to reverse engineer the app, assess it for security and privacy concerns out of curiosity and then to probe the USB device to figure out why it doesn't work like a normal UVC webcam. After the investigation and planning I then instructed it to write a new app to use it on my desktop. I pretty much yolo'd it from that point and let AI drive the bus (I did the visual checks of the video stream in the app to provide feedback... while I watching a movie). I wound up with a working Electron app using libusb two hours later. With a Typescipt/C POC in hand as reference in another hour I had functioning Rust + egui application. Visually, both apps are rough around the edges but have complete functional parity with the mobile apps. It took 68 million tokens.
YouTube channel DextersTechLab was looking at a piece of retro tech, an interface box for an early broadcast painting system, it acts as a kind of hub for serial tablet, "rat" and other devices. It was built on an x86 microprocessor, some SDRAM and an EEPROM.
Mark gave me the ROM image, I tried using more conventional decompiling methods but the chips were exotic enough that I didn't get good results and as a last resort, I put it into Claude raw. Claude was actually able to parse the binary and sort of decompile it. It was able to tell me what the ports did and what the interfacing protocols were.
It then started making stuff up, clearly trying to impress me, but after a few rounds of reprimanding it and saying how making stuff up wasn't helpful, Claude stuck to facts.