Brazilian Symposium on Software Engineering (SBES)

Accepted Papers

Finalistas

	NoseSense: Benchmarking LLMs for Test Smell Detection Finalists Magno Macedo Miranda <magnomiranda@ufba.br> (UFBA, Brazil), Tassio Guerreiro Antunes Virginio <tassiovirginio@gmail.com> (UFBA, Brazil), Ivan C Machado <ivanmachado@dcc.ufba.br> (UFBA, Brazil)
	Predictability and Bottlenecks in the Development Flow of Open Source Projects: an Analysis with Agile Metrics Finalists Maria Eduarda Chrispim Santana <mariae.chrispims@gmail.com> (PUCMG, Brazil), Michelle Hanne Soares de Andrade <michelleandrade@pucminas.br> (Pontifical Catholic University of Minas Gerais - PUC Minas, Brazil), Cleiton Silva Tavares <cleitonsilvatavares@gmail.com> (Pontifical Catholic University of Minas Gerais - PUC Minas, Brazil)
	Test Smell Detection and Refactoring with Agentic LLMs: An Empirical Study of Small Open Models Finalists Rian Ismael Elias de Melo <rian.melo@ccc.ufcg.edu.br> (UFCG, Brazil), Rohit Gheyi <rohit@dsc.ufcg.edu.br> (Federal University of Campina Grande, Brazil)

NoseSense: Benchmarking LLMs for Test Smell Detection

Finalists

Magno Macedo Miranda <magnomiranda@ufba.br> (UFBA, Brazil), Tassio Guerreiro Antunes Virginio <tassiovirginio@gmail.com> (UFBA, Brazil), Ivan C Machado <ivanmachado@dcc.ufba.br> (UFBA, Brazil)

Predictability and Bottlenecks in the Development Flow of Open Source Projects: an Analysis with Agile Metrics

Finalists

Maria Eduarda Chrispim Santana <mariae.chrispims@gmail.com> (PUCMG, Brazil), Michelle Hanne Soares de Andrade <michelleandrade@pucminas.br> (Pontifical Catholic University of Minas Gerais - PUC Minas, Brazil), Cleiton Silva Tavares <cleitonsilvatavares@gmail.com> (Pontifical Catholic University of Minas Gerais - PUC Minas, Brazil)

Test Smell Detection and Refactoring with Agentic LLMs: An Empirical Study of Small Open Models

Finalists

Rian Ismael Elias de Melo <rian.melo@ccc.ufcg.edu.br> (UFCG, Brazil), Rohit Gheyi <rohit@dsc.ufcg.edu.br> (Federal University of Campina Grande, Brazil)

Mencoes-Honrosas

	Teaching Requirements for Responsible AI Systems: Educational Strategies for Intelligent Systems Honorable Mentions Bruna Santos <brunal.santos83@gmail.com> (IComp/UFAM, Brazil), Márcia S. Lima <msllima@uea.edu.br> (Uea, Brazil), Tayana Conte <tayanaconte@gmail.com> (Ufam, Brazil)
	From Reactive to Preventive: Real-Time Test Smell Avoidance with Linting Honorable Mentions Rafael Vieira <mouravieira44@gmail.com> (Universiade Federal da Bahia, Brazil), Tássio Vírginio <tassio.virginio@ufba.br> (UFBA, Brazil), Ivan C Machado <ivanmachado@gmail.com> (UFBA, Brazil)

Teaching Requirements for Responsible AI Systems: Educational Strategies for Intelligent Systems

Honorable Mentions

Bruna Santos <brunal.santos83@gmail.com> (IComp/UFAM, Brazil), Márcia S. Lima <msllima@uea.edu.br> (Uea, Brazil), Tayana Conte <tayanaconte@gmail.com> (Ufam, Brazil)

From Reactive to Preventive: Real-Time Test Smell Avoidance with Linting

Honorable Mentions

Rafael Vieira <mouravieira44@gmail.com> (Universiade Federal da Bahia, Brazil), Tássio Vírginio <tassio.virginio@ufba.br> (UFBA, Brazil), Ivan C Machado <ivanmachado@gmail.com> (UFBA, Brazil)