Ansible Lightspeed: A Code Generation Service for IT Automation

The availability of Large Language Models (LLMs) which can generate code, has made it possible to create tools that improve developer productivity. Integrated development environments or IDEs which developers use to write software are often used as an interface to interact with LLMs. Although many such tools have been released, almost all of them focus on general-purpose programming languages. Domain-specific languages, such as those crucial for Information Technology (IT) automation, have not received much attention. Ansible is one such YAML-based IT automation-specific language. Ansible Lightspeed is an LLM-based service designed explicitly to generate Ansible YAML, given natural language prompt.

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Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1145/3691620.3695277
Citations
3
Primary Topic
Advanced Software Engineering Methodologies
Type
article
Field-Weighted Citation Impact
1.04
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article

Ansible Lightspeed: A Code Generation Service for IT Automation

Luca Buratti, Ganesh Nalawade, Louis Mandel, Saurabh Pujar et al.
3 citations
Advanced Software Engineering Methodologies
1.04
article

Ansible Lightspeed: A Code Generation Service for IT Automation

Luca Buratti, Ganesh Nalawade, Louis Mandel, Saurabh Pujar, Priyam Sahoo, Richard Genhardt
article en
3 citations

Abstract

The availability of Large Language Models (LLMs) which can generate code, has made it possible to create tools that improve developer productivity. Integrated development environments or IDEs which developers use to write software are often used as an interface to interact with LLMs. Although many such tools have been released, almost all of them focus on general-purpose programming languages. Domain-specific languages, such as those crucial for Information Technology (IT) automation, have not received much attention. Ansible is one such YAML-based IT automation-specific language. Ansible Lightspeed is an LLM-based service designed explicitly to generate Ansible YAML, given natural language prompt.

Red Hat (United States) (US), IBM (United States) (US), IBM Research - Zurich (CH)
Industry, innovation and infrastructure
Openalex Percentile: Top 19%
Advanced Software Engineering Methodologies
1.04
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