The Role of Generative AI in Software Development Productivity: A Pilot Case Study
Fuente:
arXiv
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| Autori principali: | , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866917681846812672 |
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| author | Coutinho, Mariana Marques, Lorena Santos, Anderson Dahia, Marcio Franca, Cesar Santos, Ronnie de Souza |
| author_facet | Coutinho, Mariana Marques, Lorena Santos, Anderson Dahia, Marcio Franca, Cesar Santos, Ronnie de Souza |
| contents | With software development increasingly reliant on innovative technologies, there is a growing interest in exploring the potential of generative AI tools to streamline processes and enhance productivity. In this scenario, this paper investigates the integration of generative AI tools within software development, focusing on understanding their uses, benefits, and challenges to software professionals, in particular, looking at aspects of productivity. Through a pilot case study involving software practitioners working in different roles, we gathered valuable experiences on the integration of generative AI tools into their daily work routines. Our findings reveal a generally positive perception of these tools in individual productivity while also highlighting the need to address identified limitations. Overall, our research sets the stage for further exploration into the evolving landscape of software development practices with the integration of generative AI tools. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_00560 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | The Role of Generative AI in Software Development Productivity: A Pilot Case Study Coutinho, Mariana Marques, Lorena Santos, Anderson Dahia, Marcio Franca, Cesar Santos, Ronnie de Souza Software Engineering With software development increasingly reliant on innovative technologies, there is a growing interest in exploring the potential of generative AI tools to streamline processes and enhance productivity. In this scenario, this paper investigates the integration of generative AI tools within software development, focusing on understanding their uses, benefits, and challenges to software professionals, in particular, looking at aspects of productivity. Through a pilot case study involving software practitioners working in different roles, we gathered valuable experiences on the integration of generative AI tools into their daily work routines. Our findings reveal a generally positive perception of these tools in individual productivity while also highlighting the need to address identified limitations. Overall, our research sets the stage for further exploration into the evolving landscape of software development practices with the integration of generative AI tools. |
| title | The Role of Generative AI in Software Development Productivity: A Pilot Case Study |
| topic | Software Engineering |
| url | https://arxiv.org/abs/2406.00560 |