...A full creation workflow can turn a product brief into specifications, architecture, component selection, schematics, an initial PCB layout, Gerber files, firmware scaffolding, and a development plan. The agent can also modify existing designs through natural-language change requests. It reads and edits real KiCad schematic and PCB files while maintaining Markdown design documents as persistent project memory. Changes are propagated across related artifacts so documentation and hardware files remain synchronized. Copperhead validates its work by running KiCad ERC and DRC checks, although the project is still in an early development stage.