FundiLoop

FundiLoop is a voice-first tutor and verifiable build agent for embedded electronics. Beginners get stuck translating between wiring diagrams, mismatched example code, and silent boards that give zero feedback, most projects die halfway. Fundi closes the loop: you name a build, it plans the project step by step, talks you through every wire with live schematics and karaoke-style wire speech, generates the Arduino firmware in the background, and deploys it with one tap. The magic is the proof: FundiLoop only marks the build DONE when live serial telemetry from the real board proves it works. If the stream stalls, the agent diagnoses the physical fault, names the suspect wire, and talks the user through the fix. The model's word alone never declares success; physical measurements do. An additional camera-verified layer adds overhead vision (ESP32-CAM + SAM 3.1) with Guided Assembly and Diagnostic flows.