This work analyzes 281 AI contribution policies and identifies ten countermeasures against AI slop, targeting pull requests, users, and autonomous agents, to give maintainers and researchers a baseline and a labeled corpus for studying the impact of AI policies.
André C. Hora, Romain Robbes, Stefano Zacchiroli· 1 citation
It is shown that package-aware strategies provide more accurate and relevant suggestions than the default Semantics-Based strategy on the evaluated projects, and the Direct Package Dependencies heuristic produced the strongest results.
Omar Abedelkader, Stéphane Ducasse, Guillermo Polito et al.· Journal of Computer Language...· 0 citations
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
Software systems have unique testing characteristics. Some projects can emphasize unit tests, while others may focus on end-to-end testing. Test organization may vary across ecosystems: in languages like Python and Java, tests are typically placed in dedicated folders, whereas Go and Rust projects commonly co-locate te...
André C. Hora, José Miguel Rojas, Romain Robbes· 0 citations
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