Envisioning the Next-Generation AI Coding Assistants: Insights & Proposals

Khanh Nghiem, Anh Minh Nguyen, Nghi D. Q. Bui
3/21/2024
cs.SEcs.AIcs.HC

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Abstract

As a research-product hybrid group in AI for Software Engineering (AI4SE), we present four key takeaways from our experience developing in-IDE AI coding assistants. AI coding assistants should set clear expectations for usage, integrate with advanced IDE capabilities and existing extensions, use extendable backend designs, and collect app data responsibly for downstream analyses. We propose open questions and challenges that academia and industry should address to realize the vision of next-generation AI coding assistants.

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Cite this paper

@article{nghiem2024envisioning,
  title  = {Envisioning the Next-Generation AI Coding Assistants: Insights & Proposals},
  author = {Khanh Nghiem and Anh Minh Nguyen and Nghi D. Q. Bui},
  year   = {2024},
  eprint = {2403.14592},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2403.14592v1}
}

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