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 direction, either through bug localization or a suggested fix.
Vincenzo Luigi Bruno, Alessandro Giagnorio, Daniele Bifolco et al.
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