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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

Author

Mohamad Radaideh

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Conference Jul 2026

Understanding the Effect of Agentic Iteration on LLM-Based Unit Test Generation: A Comparison with Human-Written Tests Using Mutation Testing

Recent work argues that multi-agent LLM frameworks generate better unit tests than a single well-crafted prompt by iteratively refining coverage and cross-checking oracles. We test this claim directly on a 25-class Java system, comparing CANDOR, a multi-agent framework with JaCoCodriven coverage feedback and panel-base...

Mohamad Radaideh, J. Corriveau, Wei Shi · 0 citations

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