BreadAI creates Crouton, an instrumented breadboard designed to give AI agents real-time visibility into electronics projects. Standard breadboards make it easy to connect components and test ideas, but they do not reveal what is happening inside a circuit. Crouton addresses this challenge by combining a familiar 0.1-inch-pitch breadboard surface with hardware that monitors circuit state and shares it with AI tools.

Crouton senses voltage and continuity across 64 channels and offers receive-only WiFi and Bluetooth Low Energy monitoring to show what a board is transmitting. Its built-in MCP server streams live information to compatible AI agents over USB-C, helping them identify faults, answer questions, and guide troubleshooting rather than simply generate code. The product is intended for students, first-time builders, makers, embedded engineers, hardware startups, and research labs. It can support learning, prototyping, debugging, and monitoring sensor arrays or experimental rigs. BreadAI also shares practical tutorials featuring circuit builds and live troubleshooting.