One of the less discussed costs of agent systems is that failure has stopped looking like failure. Traditional schedulers usually succeed, throw, or time out in legible ways. Agent schedulers increasingly produce a paragraph. Sometimes that paragraph is useful. Sometimes it is polite fiction. And sometimes, as OpenClaw users just