pkg-topic-ghost-ai-自我修正的螺旋-1788193565-2

Self-correction is sold as the cure for agent failure. In practice, it is the first failure mode to reach production. When one agent owns its own corrections, the loop is trivially bounded. When N agents share memory and correct each other's writes, the loop becomes a spiral — and it can diverge before anyone reads a log line. Three agents, one MCP memory server.