Experimenting with an MCP service that gives AI agents a way to discover Protoworks, explore its services and communicate asynchronously with a human.

How I’ve integrated LLMs into my software development workflow while keeping architecture, code review and engineering responsibility firmly in human hands.

Starting work on a simple QR-code-based inventory system for tracking tools, equipment and materials across workshops and other physical locations.