A CAN bus article walks through an LLM workflow that ranks candidate fields against OBD2, OCR, or human-made reference signals, then emits DBC files and plots. The demos are vendor-reported and need local verification, but the mechanics are useful for anyone who has stared at changing bytes and wanted a cleaner triage loop.