I don't have time to go back and re-watch the whole blog right now, but LEDs are current rated devices. As long as you don't try to pass more current through them than they are rated for (given appropriate thermal design), then they will be fine. In Dave's case I'm pretty sure he had several LEDs in series, so this would have given an appropriate voltage match to the power supply.