Continuous Integration (CI) is central to modern software development, yet developers often struggle to choose the most suitable CI service. Prior work has identified barriers to CI adoption but offers little empirical evidence on how developers select CI services or whether adoption decisions are driven by genuine pro...
AldonTag is presented, a multimodal framework for open-world AI coding agent attribution, evaluated on AIDev, and shows that reliable attribution of AI coding agents is feasible and clarify the practical trade-offs between attribution accuracy and the information required to achieve it.
Overall, closed-loop AI-to-AI review is increasing but remains a minority of identified agent activity, with review output varying across authoring-agent groups and product configurations.
A large empirical study on using LLMs to generate CI configurations from natural language across services and model families suggests that similarity and validity are distinct objectives for CI generation and motivate schema-aware evaluation and tooling for LLM-based configuration generation.
T. A. Ghaleb· 0 citations
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