Andon Market opened in San Francisco as the first retail boutique managed by an AI agent. Early results show erratic inventory management and an oversupply of candles. This experiment tests whether autonomous agents can handle physical supply chains. Practitioners should view this as a cautious case study in agentic retail failures.