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

AI coding assistants should set stages of developing AI4SE tools that consistently produce highquality clear expectations for usage, integrate with advanced IDE capabilities results for specific coding tasks [5] [3] [4]. Academic researchers and existing extensions, use extendable backend designs, and and industry practitioners lack well-defined frameworks collect app data responsibly for downstream analyses. We propose for positioning and evaluating emerging AI coding assistants in the open questions and challenges that academia and industry should traditional programming paradigms[11] [2], while users lack clear address to realize the vision of next-generation AI coding assistants.