Single Agent vs Multi-Agent: 11 AI Agents, $50 and Zero Lines of Code

Same task, same model: one agent scored 28/28, an 11-agent pipeline scored 0. Why my 26 audit agents still worked, what the METR study really measured, and the mechanical checks I rely on.