Review is the control point for AI-authored code: teams set the sign of AI’s effect through reviewer expertise and process design, not the technology itself.
Use of relative code churn measures to predict system defect density,
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An industrial multi-case study finds technical debt friction useful for identifying maintenance burdens when combined with code health, hotspots, coupling, and socio-technical views.
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3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse
Review is the control point for AI-authored code: teams set the sign of AI’s effect through reviewer expertise and process design, not the technology itself.
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Technical Debt Friction for Maintenance Prioritization: An Industrial Multi-Case Study
An industrial multi-case study finds technical debt friction useful for identifying maintenance burdens when combined with code health, hotspots, coupling, and socio-technical views.