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DynaCI: Generating GitHub Actions Workflows via Dynamic Analysis

Javid Ditty, Rahul Ghanshyam Chavan, Nimmi Weeraddana, Foyzul Hassan · 2026 · arXiv

DOI: 10.48550/arXiv.2610.29890 · open-access PDF

Abstract

Continuous Integration (CI) is an essential practice that automatically validates code changes through builds and tests. However, configuring CI workflows remains challenging, as modern software often features complex architectures, numerous dependencies, and support for diverse execution environments. Most CI platforms also require workflows to be written in their particular domain-specific languages. As a result, CI workflows are often error-prone and hard to maintain, especially for those unfamiliar with CI semantics. Prior work on automated CI workflow generation require developers to crea

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