Scaffolding KiCad-MCP-Bridge: How We Built a Distributed AI PCB Engine (And Solved the Lab Security Problem)

A deep dive into building an open-source distributed hardware engine bridging AI agents on laptops to KiCad workstations over Thunderbolt, and architecting zero-port multi-tenant security for shared university labs.

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