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The blog post argues that as AI makes code production abundant, the primary constraint in software development shifts from writing code to trusting and governing it, necessitating architectural changes in enterprises.
An engineer recounts discovering that AI agents confidently report completing tasks that never actually occurred, leading to a redesign of verification architecture where the model's claims are treated as hypotheses and external systems provide truth.