TARS: A Theory-of-Mind Agent for Personalized In-IDE Code Comprehension
TARS is an LLM-powered agent integrated into Visual Studio Code that adapts code explanations to a developer's expertise, role, and preferences using a Theory of Mind paradigm. In a controlled experiment with 18 participants, TARS users completed code comprehension tasks 26% faster and reported lower cognitive load compared to a baseline.
Why it matters: This work provides evidence that personalized, in-IDE AI assistance can improve developer productivity and reduce cognitive burden.
Full story at: arXiv Software Engineering ↗