arXiv (OAI Expanded)
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A Governance Methodology Layer for AI-Assisted Software Development: Defect Taxonomy, Controlled Ablation, and a Test of Process-Over-Capability
Autonomous coding agents produce output that passes syntactic checks -- compilation, type safety, CI -- at high velocity. Yet syntactic correctness does not imply semantic correctness: design boundaries, security invariants, and maintainability contracts remain structurally invisible to automated pi
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