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Opinion: The future of code generation will shift quality assurance burden from automated constraints to developer judgment and taste

Other Provisional 35% confidence first seen

Two essays discuss how AI-powered code generation is fundamentally changing software development. As generative AI makes code creation nearly frictionless, the traditional gatekeepers of quality—development difficulty and market selection pressure—disappear, placing responsibility for code quality entirely on developer discretion rather than objective metrics. One essay argues formal logic-based specifications are needed for true automation at scale, while another contends that without struggle, developers lack the expertise that struggle historically provided.

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