Can LLMs Write CI? A Study on Automatic Generation of GitHub Actions Configurations
Fuente:
arXiv
Saved in:
| Main Authors: | Ghaleb, Taher A., Rathnayake, Dulina |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fingerprinting AI Coding Agents on GitHub
by: Ghaleb, Taher A.
Published: (2026)
by: Ghaleb, Taher A.
Published: (2026)
An Empirical Study of Complexity, Heterogeneity, and Compliance of GitHub Actions Workflows
by: Abrokwah, Edward, et al.
Published: (2025)
by: Abrokwah, Edward, et al.
Published: (2025)
How Compliant Are GitHub Actions Workflows? A Checklist-Based Study with LLM-Assisted Auditing
by: Abrokwah, Edward, et al.
Published: (2026)
by: Abrokwah, Edward, et al.
Published: (2026)
Mapping GitHub Sponsorships: A Longitudinal Observatory for Open-Source Sustainability
by: Hiltz, Rylan, et al.
Published: (2026)
by: Hiltz, Rylan, et al.
Published: (2026)
When AI Agents Touch CI/CD Configurations: Frequency and Success
by: Ghaleb, Taher A.
Published: (2026)
by: Ghaleb, Taher A.
Published: (2026)
How Developers Adopt, Use, and Evolve CI/CD Caching: An Empirical Study on GitHub Actions
by: Hasan, Kazi Amit, et al.
Published: (2026)
by: Hasan, Kazi Amit, et al.
Published: (2026)
CI/CD Configuration Practices in Open-Source Android Apps: An Empirical Study
by: Ghaleb, Taher A., et al.
Published: (2024)
by: Ghaleb, Taher A., et al.
Published: (2024)
Automatic Categorization of GitHub Actions with Transformers and Few-shot Learning
by: Nguyen, Phuong T., et al.
Published: (2024)
by: Nguyen, Phuong T., et al.
Published: (2024)
An Empirical Study of the Evolution of GitHub Actions Workflows
by: Mazrae, Pooya Rostami, et al.
Published: (2026)
by: Mazrae, Pooya Rostami, et al.
Published: (2026)
GitHub Actions: The Impact on the Pull Request Process
by: Wessel, Mairieli, et al.
Published: (2022)
by: Wessel, Mairieli, et al.
Published: (2022)
Exploring the Impact of Integrating UI Testing in CI/CD Workflows on GitHub
by: Gan, Xiaoxiao, et al.
Published: (2025)
by: Gan, Xiaoxiao, et al.
Published: (2025)
GitHub Proxy Server: A tool for supporting massive data collection on GitHub
by: Borges, Hudson Silva, et al.
Published: (2025)
by: Borges, Hudson Silva, et al.
Published: (2025)
GitBug-Actions: Building Reproducible Bug-Fix Benchmarks with GitHub Actions
by: Saavedra, Nuno, et al.
Published: (2023)
by: Saavedra, Nuno, et al.
Published: (2023)
Test Code Review in the Era of GitHub Actions: A Replication Study
by: Sun, Hui, et al.
Published: (2026)
by: Sun, Hui, et al.
Published: (2026)
Reliability of AI Bots Footprints in GitHub Actions CI/CD Workflows
by: Shah, Syed Muhammad Ashhar, et al.
Published: (2026)
by: Shah, Syed Muhammad Ashhar, et al.
Published: (2026)
From First Use to Final Commit: Studying the Evolution of Multi-CI Service Adoption
by: Chopra, Nitika, et al.
Published: (2025)
by: Chopra, Nitika, et al.
Published: (2025)
On the GitHub Actions Language: Usage, Evolution, and Workflow Reliability
by: Bardsiri, Aref Talebzadeh, et al.
Published: (2026)
by: Bardsiri, Aref Talebzadeh, et al.
Published: (2026)
Can GitHub Issues Help in App Review Classifications?
by: Abedini, Yasaman, et al.
Published: (2023)
by: Abedini, Yasaman, et al.
Published: (2023)
The Hidden Costs of Automation: An Empirical Study on GitHub Actions Workflow Maintenance
by: Valenzuela-Toledo, Pablo, et al.
Published: (2024)
by: Valenzuela-Toledo, Pablo, et al.
Published: (2024)
Guidelines for Developing Bots for GitHub
by: Wessel, Mairieli, et al.
Published: (2022)
by: Wessel, Mairieli, et al.
Published: (2022)
Prioritising GitHub Priority Labels
by: Caddy, James, et al.
Published: (2024)
by: Caddy, James, et al.
Published: (2024)
Unpacking Security Scanners for GitHub Actions Workflows
by: Fares, Madjda, et al.
Published: (2026)
by: Fares, Madjda, et al.
Published: (2026)
"My GitHub Sponsors profile is live!" Investigating the Impact of Twitter/X Mentions on GitHub Sponsors
by: Fan, Youmei, et al.
Published: (2024)
by: Fan, Youmei, et al.
Published: (2024)
A Vision for Context-Aware CI Adoption Decisions
by: Alaini, Osamah H., et al.
Published: (2026)
by: Alaini, Osamah H., et al.
Published: (2026)
Heimdallr: Characterizing and Detecting LLM-Induced Security Risks in GitHub CI Workflows
by: Ruan, Bonan, et al.
Published: (2026)
by: Ruan, Bonan, et al.
Published: (2026)
How Do Software Developers Use GitHub Actions to Automate Their Workflows?
by: Kinsman, Timothy, et al.
Published: (2021)
by: Kinsman, Timothy, et al.
Published: (2021)
Automation and Reuse Practices in GitHub Actions Workflows: A Practitioner's Perspective
by: Delicheh, Hassan Onsori, et al.
Published: (2026)
by: Delicheh, Hassan Onsori, et al.
Published: (2026)
The Impact of Sanctions on GitHub Developers and Activities
by: Fan, Youmei, et al.
Published: (2024)
by: Fan, Youmei, et al.
Published: (2024)
CIgrate: Automating CI Service Migration with Large Language Models
by: Hossain, Md Nazmul, et al.
Published: (2025)
by: Hossain, Md Nazmul, et al.
Published: (2025)
Role of CI Adoption in Mobile App Success: An Empirical Study of Open-Source Android Projects
by: Zhou, Xiaoxin, et al.
Published: (2026)
by: Zhou, Xiaoxin, et al.
Published: (2026)
Does AI Code Review Lead to Code Changes? A Case Study of GitHub Actions
by: Sun, Kexin, et al.
Published: (2025)
by: Sun, Kexin, et al.
Published: (2025)
Characterizing the Failure Modes of LLMs in Resolving Real-World GitHub Issues
by: Jiang, Yanjie, et al.
Published: (2026)
by: Jiang, Yanjie, et al.
Published: (2026)
AIDev: Studying AI Coding Agents on GitHub
by: Li, Hao, et al.
Published: (2026)
by: Li, Hao, et al.
Published: (2026)
The Landscape of Toxicity: An Empirical Investigation of Toxicity on GitHub
by: Sarker, Jaydeb, et al.
Published: (2025)
by: Sarker, Jaydeb, et al.
Published: (2025)
Chaos Engineering in the Wild: Findings from GitHub
by: Owotogbe, Joshua, et al.
Published: (2025)
by: Owotogbe, Joshua, et al.
Published: (2025)
Classifying Issues in Open-source GitHub Repositories
by: Raaj, Amir Hossain, et al.
Published: (2025)
by: Raaj, Amir Hossain, et al.
Published: (2025)
Understanding and Predicting Derailment in Toxic Conversations on GitHub
by: Imran, Mia Mohammad, et al.
Published: (2025)
by: Imran, Mia Mohammad, et al.
Published: (2025)
GitHub Marketplace for Automation and Innovation in Software Production
by: Saroar, SK Golam, et al.
Published: (2024)
by: Saroar, SK Golam, et al.
Published: (2024)
Introducing Traceability in GitHub for Medical Software Development
by: Stirbu, Vlad, et al.
Published: (2021)
by: Stirbu, Vlad, et al.
Published: (2021)
Agentic Much? Adoption of Coding Agents on GitHub
by: Robbes, Romain, et al.
Published: (2026)
by: Robbes, Romain, et al.
Published: (2026)
Similar Items
-
Fingerprinting AI Coding Agents on GitHub
by: Ghaleb, Taher A.
Published: (2026) -
An Empirical Study of Complexity, Heterogeneity, and Compliance of GitHub Actions Workflows
by: Abrokwah, Edward, et al.
Published: (2025) -
How Compliant Are GitHub Actions Workflows? A Checklist-Based Study with LLM-Assisted Auditing
by: Abrokwah, Edward, et al.
Published: (2026) -
Mapping GitHub Sponsorships: A Longitudinal Observatory for Open-Source Sustainability
by: Hiltz, Rylan, et al.
Published: (2026) -
When AI Agents Touch CI/CD Configurations: Frequency and Success
by: Ghaleb, Taher A.
Published: (2026)