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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

Alessandro Giagnorio

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Preprint Jul 2026

Writing Bug Reports for Software Repair Agents: What Information Matters Most?

The results suggest that agentic-first reports benefit most from information that narrows the agent's search and repair space, and an ablation study removing selected information types confirms that agents benefit less from information traditionally useful to humans, and more from sentences that expose a repair directi...

Vincenzo Luigi Bruno, Alessandro Giagnorio, Daniele Bifolco et al. · 0 citations
Preprint Jul 2026

Teaching LLMs a Low-Resource Language: Enhancing Code Completion in Pharo

Overall, this case study demonstrates the feasibility of bringing strong LLM-based code completion to low-resource programming languages, with models small enough to provide ``real-time''in-IDE support.

K. Kier, Alessandro Giagnorio, Omar AbedelKader et al. · 1 citation

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