Asking Claude to generate circuits from a text description works for simple stuff. Real designs? Not so much. Lucas Gerads tried a different approach: he wired Claude Code directly to his lab equipment.
Using MCP servers he built for a LeCroy oscilloscope and the spicelib simulator, Claude can now run a SPICE simulation, measure the actual physical circuit, and compare the two. That closed loop between simulation and real hardware is where this gets useful.