Reverse engineer device hardware and write drivers
I reverse engineered almost all electronics I own. Task: I reverse engineered almost all electronics I own. Does it have USB that does more than just charging? Connect it to a computer and let AI play with it. Unless it's heavily secured like a phone that's pretty much all you need to do. Making some old remote work with various devices? Simple. Dumping the entire state of Rodecaster and controlling it in any you want with software, or maybe a remote? Why not. Old printer no longer works with MacOS 27? Ask for new drivers and now it does.The printer 'debugging' was one of the funniest and most WTF situations I've been in lately. I used Claude for the drivers and was essentially used by it as a meat sock to diagnose what's happening. Was the text on each line progressively less visible, ie did grayscale work? How about quality between page 1 and 2, the first one should be lower DPI. Ok now unload the paper so I can see the error and add some handling for it. Good, now load paper again we'll check the duplex.If you are reasonably familiar with computers, it really is as simple as pointing a strong model at a device and burning some tokens. Feels like a fever dream, especially since I had very little idea about anything that has to do with hardware.; tools: Claude. Human role: The original post does not say how a person stayed involved.; limitations: This method requires physical access to the device and a human capable of performing precise hardware manipulations and visual inspections. It is not suitable for heavily secured devices like phones. The process consumes significant tokens and relies on the AI's ability to interpret vague human feedback. Legal risks regarding DMCA and firmware redistribution were noted in comments but not addressed in the core workflow..
Tools
Published on Agent Work Atlas:
Overview
I reverse engineered almost all electronics I own.
Workflow
I reverse engineered almost all electronics I own. Does it have USB that does more than just charging? Connect it to a computer and let AI play with it. Unless it's heavily secured like a phone that's pretty much all you need to do. Making some old remote work with various devices? Simple. Dumping the entire state of Rodecaster and controlling it in any you want with software, or maybe a remote? Why not. Old printer no longer works with MacOS 27? Ask for new drivers and now it does.The printer 'debugging' was one of the funniest and most WTF situations I've been in lately. I used Claude for the drivers and was essentially used by it as a meat sock to diagnose what's happening. Was the text on each line progressively less visible, ie did grayscale work? How about quality between page 1 and 2, the first one should be lower DPI. Ok now unload the paper so I can see the error and add some handling for it. Good, now load paper again we'll check the duplex.If you are reasonably familiar with computers, it really is as simple as pointing a strong model at a device and burning some tokens. Feels like a fever dream, especially since I had very little idea about anything that has to do with hardware.
Reported result
The author reported that the old printer worked with the new OS after this process, and other devices like remotes and Rodecaster were successfully controlled. However, no quantitative metrics or success rates were provided. The outcome is anecdotal, relying on the author's subjective confirmation that the devices functioned as intended.
Human role
The original post does not say how a person stayed involved.
Limitations
This method requires physical access to the device and a human capable of performing precise hardware manipulations and visual inspections. It is not suitable for heavily secured devices like phones. The process consumes significant tokens and relies on the AI's ability to interpret vague human feedback. Legal risks regarding DMCA and firmware redistribution were noted in comments but not addressed in the core workflow.
Try it
Act as a hardware debugging assistant. I have a [Device Name] connected via USB to my [OS Version] computer that is malfunctioning. Use Claude to analyze the device's behavior. Guide me through a diagnostic loop: ask specific questions about physical outputs (e.g., 'Is the text on line 3 faded?', 'Does the paper jam on duplex?'). Based on my answers, suggest code changes or driver adjustments. Start with a dry run on a non-critical function. Do not execute any commands that modify firmware or send data externally without my explicit confirmation. If I cannot observe the requested behavior, ask for an alternative diagnostic step. Output the final driver code or configuration changes in a copy-paste ready format.
Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.