This study investigates how employees in a energy company understand AI adoption and identifies areas where AI and LLMs-based agentic workflows could assist daily activities, including reporting work, forecasting, data handling, maintenance-related tasks, and anomaly detection.
Malik Abdul Sami, Z. Rasheed, Meri Olenius et al.
· arXiv.org · 0 citations
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Khoa Nguyen, Malik Abdul Sami, Zheying Zhang et al.
· Requirements Engineering: Fo... · 0 citations
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This is one of the first reviews to integrate peer-reviewed and grey literature on vibe coding under a single documented protocol and is strongest for prototyping and user-interface work and weakest for production, data-intensive, and safety-critical use, and tool visibility does not imply effectiveness.
Shahbaz Siddeeq, Muhammad Waseem, Kai-Kristian Kemell et al.
· arXiv.org · 0 citations
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A variability-preserving imputation method is introduced that augments linear interpolation with locally adaptive stochastic noise, retaining physiological dynamics essential for accurate forecasting in short-term Heart Rate Variability forecasting.
Luukas Peräkylä, F. Sohrab, Ville Hautamäki et al.
· arXiv.org · 0 citations
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An experience report from a small full-stack team that applied contextual prompting and explicit architectural constraints to build a multi-project agent learning platform designed for sustained, production-oriented use and an academic retrieval-augmented generation system is presented.
Md Nasir Uddin Shuvo, M. Islam, Mahade Hasan et al.
· arXiv.org · 0 citations
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Overall, the results suggest that epic-organized generation can improve perceived Gherkin quality while maintaining comparable semantic coverage, although broader replication is needed before generalizing this finding.
Shahbaz Siddeeq, M. Abbasi, Jussi Rasku et al.
· arXiv.org · 0 citations
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This study investigates how employees in a energy company understand AI adoption and identifies areas where AI and LLMs-based agentic workflows could assist daily activities, including reporting work, forecasting, data handling, maintenance-related tasks, and anomaly detection.
Malik Abdul Sami, Z. Rasheed, Meri Olenius et al.
· 0 citations
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M. Saari, Petri Rantanen, M. Nurminen et al.
· XP Workshops · 2 citations
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Malik Abdul Sami, Muhammad Waseem, Zheying Zhang et al.
· International Conference on... · 20 citations
· ⚡2
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The use of large language models to automatically improve the user story quality in Austrian Post Group IT agile teams is explored, with a reference model for an Autonomous LLM-based Agent System developed and implemented at the company.
Zheying Zhang, M. Rayhan, Tomas Herda et al.
· International Conference on... · 48 citations
· ⚡4
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The workshop culminated in the collaborative development of a research roadmap that pinpoints actionable directions for future work, including both immediate solutions and ambitious long-term goals.
Tomas Herda, Victoria Pichler, Zheying Zhang et al.
· XP Workshops · 3 citations
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Mubashir Saeed, Mika Saari, Kari Systä et al.
· European-Japanese Conference... · 1 citation
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