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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Sungjin Kwon

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#software testing Open access Sep 2026

A Governance Methodology Layer for AI-Assisted Software Development: Defect Taxonomy, Controlled Ablation, and Process-Over-Capability Evidence

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 pipelines. This paper ma...

Sungjin Kwon · 0 citations

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