Enhancing Software Design and Developer Experience Via LLMs

This research explores the transformative potential of generative AI in software development. Generative AI is revolutionizing the field by offering capabilities to automatically generate, refactor, and test code. Through the use of action research, new methods and tools based on generative AI models are studied and developed. The initial focus is on the models' ability to comprehend high-level design concepts. Subsequently, the research moves into the augmented generation of software artifacts. Finally, organization-specific or task-specific methods are introduced to enhance software developers' productivity and experience.

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Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1145/3691620.3695606
Citations
1
Primary Topic
Service-Oriented Architecture and Web Services
Type
article
Field-Weighted Citation Impact
0.78

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article

Enhancing Software Design and Developer Experience Via LLMs

Simin Sun
1 citations
Service-Oriented Architecture and Web Services
0.78
article

Enhancing Software Design and Developer Experience Via LLMs

Simin Sun
article en
1 citations

Abstract

This research explores the transformative potential of generative AI in software development. Generative AI is revolutionizing the field by offering capabilities to automatically generate, refactor, and test code. Through the use of action research, new methods and tools based on generative AI models are studied and developed. The initial focus is on the models' ability to comprehend high-level design concepts. Subsequently, the research moves into the augmented generation of software artifacts. Finally, organization-specific or task-specific methods are introduced to enhance software developers' productivity and experience.

University of Gothenburg (SE)
Göteborgs Universitet
Industry, innovation and infrastructure
Openalex Percentile: Top 20%
Service-Oriented Architecture and Web Services
0.78
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