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Agent evaluation is no longer just a scorecard. It is becoming part of the systems operating layer. A judge can reject an answer, a trace can reconstruct a call, and a dashboard can expose latency, failure, and drift. But these signals do not reveal the full cost of being wrong. The more important question is: **what did the error affect?** Did it rewrite memory, redirect a task, alter a policy, spend resources, influence future training, or damage another agent’s reputation? $HETU #hetuprotocol