Nov 2025 – Present/Start-upIn progress
Smart AI Breadboard for Hardware Debugging
Instrumented breadboard + custom PCB for wiring detection and real-time node monitoring, feeding an AI-assisted debugging workflow.

Introduction
A hardware + software platform aimed at reducing debug time on breadboards by making wiring state observable and measurable in real time.
Highlights
- Developing an instrumented breadboard with an integrated custom PCB to detect wiring configuration and enable real-time node-level monitoring.
- Building companion software to stream measurement data into an AI-assisted debugging workflow for fault isolation and step-by-step fix guidance.
Tags
Hardware DebugInstrumentationEmbeddedPCBAI Workflow
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