PCBSchemaGen is a benchmark and verification framework for evaluating LLM-generated PCB schematic designs. It provides 227 synthesis tasks and a deterministic 5-layer verifier that checks candidate SKiDL designs against electrical and topological constraints derived from IC datasheets, without requiring simulation or API calls.
An article describing AI-powered automation for PCB routing and placement in KiCad, a free open-source electronics design tool. The automation pipeline analyzes schematics to extract design intent, then uses KiCad's Python scripting interface to automatically place components and route connections, reducing manual design work from days to minutes. The approach was tested on real-world boards including an aerospace avionics project.