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AI commoditizes code output, silently decaying system comprehension and creating cognitive debt that threatens safe architectural evolution. Human understanding must be treated as an essential architectural characteristic. The article offers actionable strategies, socio-technical metrics, and design checkpoints to preserve intent across modern engineering teams.
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