This article analyzes the flow-debt tradeoffs associated with VC and identifies and explains how current model, platform, and hardware limitations contribute to these issues, and proposes countermeasures to address them, informing research and practice towards more sustainable VC approaches.
Muhammad Waseem, Aakash Ahmad, Kai-Kristian Kemell et al.
· arXiv.org · 4 citations
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Malik Abdul Sami, Zheying Zhang, Muhammad Waseem et al.
· EUROMICRO Conference on Soft... · 5 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.
· 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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The results indicate that the proposed approach reduces the effort required for manual dataset construction while preserving data quality through mandatory human validation, and highlights the effectiveness of hybrid automation workflows in accelerating fine-tuning dataset preparation without compromising reliability.
Niklas Suvitie, Mika Saari, Pekka Abrahamsson
· International Convention on... · 1 citation
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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 · 1 citation
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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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