alt Hacker NewsThe space is definitely heating up.
Flux.ai being the incumbent Silixon based out of the UK have been showing demos Quilter and DeepPCB for layout The recent OpenAI demo...
I went the other way and pre-designed sub circuits with a set of rules that allows simple merge assembly, unfortunately I didn't have the time or budget to continue with it, but I took the constrained approach as with hardware, things can't be 99%.
The one thing I will say, is that my experience of hardware engineers is very gatekeepy.
Any questions about the use of AI for any form of automation on forums/Reddit get shot down instantly and the OP's told 'skill issue' more or less. In my opinion, just as with software, most work is simple and should be automated, there will always be a need for the real engineering when it comes to high specification work, high volume optimisation and hardware debug (although Claude code is pretty handy at driving a Jlink)
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> The one thing I will say, is that my experience of hardware engineers is very gatekeepy.
Stay away from Reddit and forums if you want to see where the open minded people are looking. There are a lot of communities where EEs are experimenting with newer technologies and sharing their results, with realistic appraisals of what can be done.
You also need to understand the history of autorouting technology for PCBs. Autorouters with auto layout have been around in many forms for years. Their output never compares to a skilled EE doing it manually. The gap between autorouter output and skilled operator output is even bigger than the gap between a good developer and average AI codegen slop.
I’m interested in this space, but even the Fable/Astra or dedicated tools like Quilter, Flux, and others have a very, very long way to go for boards more complex than simple hobby boards.
I do think this is going to be good for hobby people doing simple PCBs though
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My experience with hardware engineers, at least IRL, is very different. They love to talk about their work. However, I used to be an EE so that probably helps.
As for Reddit, there's a lot of "bury head in sand and problem will go away" behavior when it comes to AI. People are understandably worried about their jobs, but they're certainly not doing themselves any favors by downplaying AI or looking for "tech niches where AI isn't yet."
Copperhead is very interesting. I do some embedded systems consulting on the side, but I've never enjoyed PCB layout very much. I briefly investigated using AI for it the last time I had to do a board, but it wasn't very helpful.