3 citations · 6 across the 16 of their papers we have counts for
5 papers · 1 filter
Using a Feedback Loop for LLM-based Infrastructure as Code Generation
Mayur Amarnath Palavalli, Mark Santolucito
Code generation with Large Language Models (LLMs) has helped to increase software developer productivity in coding tasks, but has yet to have significant impact on the tasks of sof…
Combining LLM Code Generation with Formal Specifications and Reactive Program Synthesis
William Murphy, Nikolaus Holzer, Feitong Qiao +4
In the past few years, Large Language Models (LLMs) have exploded in usefulness and popularity for code generation tasks. However, LLMs still struggle with accuracy and are unsuita…
Benchmarking LLM Code Generation for Audio Programming with Visual Dataflow Languages
William Zhang, Maria Leon, Ryan Xu +10
Node-based programming languages are increasingly popular in media arts coding domains. These languages are designed to be accessible to users with limited coding experience, allow…
Statically Inferring Usage Bounds for Infrastructure as Code
Feitong Qiao, Aryana Mohammadi, Jürgen Cito +1
Infrastructure as Code (IaC) has enabled cloud customers to have more agility in creating and modifying complex deployments of cloud-provisioned resources. By writing a configurati…
Statically Verifying Continuous Integration Configurations
Mark Santolucito, Jialu Zhang, Ennan Zhai +1
Continuous Integration (CI) testing is a popular software development technique that allows developers to easily check that their code can build successfully and pass tests across…