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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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Nosipho Dladlu

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#software testing Review Open access Oct 2026

From Code Author to Code Reviewer: A Systematic Review of Practitioner Experience with Generative AI in Software Engineering

Practitioner use of generative AI in software engineering has progressed faster than the evidence assessing its effects. This review examined 58 empirical studies published from 2024 to early 2026 on GitHub Copilot, ChatGPT, Claude, and Gemini. Using PRISMA-guided selection from five digital libraries, the studies addr...

B. Isong, Tshipuke Vahangwele, Nosipho Dladlu · 0 citations

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