Where this conversation describes AI being used to build or deliver a product. Part of the AI in practice tracker.
Engineering & simulationBootLoop
The AI platform ingests Altium and KiCad schematics to automatically extract firmware-oriented netlists, register maps, and pin configurations, grounding code generation in specific hardware context to reduce hallucinations.
“upload an Altium project, a KiCad project. And what we do is we automatically extract, think of it as kind of a firmware oriented net list. Right? So we're pulling out the chips, how they're connected … We also care a lot about the signals and how they're routed … pulling out things like register maps, pinmarks tables…”
Engineering & simulationBootLoop
The AI agent automatically builds firmware using the user's toolchain, flashes it to a connected device, and iterates on the code without human intervention to verify functionality.
“it will actually go one step further and then go and test it on device. So if you have that hardware plugged into your computer, we'll automatically take the firmware, build it using your tool chain, and then we'll flash it to the device.”
Engineering & simulationBootLoop
The AI agent connects to power meters and iterates on firmware code to optimize power consumption, automatically finding configurations that meet specific low-power targets while maintaining functionality.
“connect a power meter, iterate over this until everything still works, but the power draws below like 10 microwatts, right? And you can just have that go, come back in a day, can be going on a remote hardware in the loop server. … here's your code with that lower power draw.”