Multi-agent configurations modeled in KERKIS significantly outperform the single-agent baseline on non-trivial scenarios and orchestration-based coordination consumes 47-112% more tokens than alternatives based on standard operating procedures for a comparable quality of results.
Konsta Kalliokoski, François Christophe, Henri Kärkkäinen et al.· Proceedings of the ACM/IEEE...· 0 citations
Security Awareness Gap Evaluation (SAGE), a trace-based method that combines an assessment of the security reasoning recorded at each turn with the reconstructed code history to identify the earliest turn at which a repair diverges from the task's security intent, is proposed.
Wen-Jie Bai, Muhammad Waseem, Z. Rasheed et al.· 0 citations
A closed-loop control architecture for a non-deterministic language model that must satisfy a numeric output constraint, that is, a requirement expressible as a number or an interval and checkable by code, is presented and evaluated.
Quan Zhou, Shahbaz Siddeeq, Mika Saari et al.· 0 citations
The Feature Metric Planner is a web-based interactive tool designed to operationalize feature-level metric planning and is perceived as useful for structuring metric planning early in the development process, improving alignment between feature design and UX-related metrics, and reducing the effort required to define m...
Gessé Evangelista, Tatiana Alencar, M. Sami et al.· Proceedings of the 14th Nord...· 0 citations
CoSLR is presented, a Human-AI collaborative multi-agent system that supports the SLR workflow through a modular three-phase pipeline using large language models and Retrieval-Augmented Generation, and that places explicit, mandatory human checkpoints on the path between generated output and its acceptance.
Aidul Islam, M. Sami, Muhammad Waseem et al.· 0 citations
This work provides a conceptual foundation for governance-aware, adaptable, and AI-first software engineering methods by proposing a metamodel that treats autonomy not as a fixed property of an actor, but as a derived, situation-dependent authority assignment determined by task, context, and collaboration pattern.
Mahade Hasan, M. Hasan, Zhe-Ying Zhang et al.· 0 citations
The ITEA AGILE project shows that the application of agile software development methods and processes can offer an up to 70% reduction in lead time and costs in a wide range of different industry sectors.
Literature and practice has established that the lack of management commitment has been one of the top reasons for a failed SPI (software process improvement) initiative. The paper reports results from an ongoing study aimed at clarifying the role and the meaning of management commitment in SPI initiatives. Results fro...
P. Abrahamsson· Proceedings of the 26th Euro...· 27 citations· ⚡2
It is shown that current thinking relies on models of commitment that are flawed in both academic and practical sense and four misconceptions are identified in current thinking.
P. Abrahamsson· Scandinavian Journal of Info...· 61 citations· ⚡5
