Published December 17, 2024 | Version v1

LLM-Generated Microservice Implementations from RESTful API Definitions

Authors/Creators

  • 1. ROR icon Tampere University

Description

This project presents a novel system that utilized Large Language Models (LLMs) to automate API-first development of RESTful microservices, generating server-side code from OpenAPI specifications and refining it through log analysis.

To validate the system's effectiveness, we conducted surveys with six industry practitioners, collecting feedback on its impact, usability, and limitations. The dataset includes responses highlighting key advantages, such as improved development speed, task automation, and prototyping efficiency, as well as concerns about handling advanced customizations and large-scale projects.

This dataset serves as a valuable resource for researchers and developers aiming to assess and further enhance LLM-driven microservice development systems.

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