Enhancing Software Design and Developer Experience Via LLMs
Paper i proceeding, 2024

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.

LLM

generative AI

log analysis

CI/CD

Författare

Simin Sun

Software Engineering 1

Proceedings - 2024 39th ACM/IEEE International Conference on Automated Software Engineering, ASE 2024

2498-2501
9798400712487 (ISBN)

39th ACM/IEEE International Conference on Automated Software Engineering, ASE 2024
Sacramento, USA,

Ämneskategorier (SSIF 2011)

Programvaruteknik

DOI

10.1145/3691620.3695606

Mer information

Senast uppdaterat

2025-01-09