Author

Antonio Della Porta

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Jul 2026

TARS: A Theory-of-Mind Agent for Personalized In-IDE Code Comprehension

TARS is an LLM-powered agent integrated into Visual Studio Code that supports program comprehension through autonomous explanations anchored directly to the code under analysis, built around a lightweight Theory of Mind paradigm.

Leopoldo Todisco, Antonio Della Porta, Stefano Lambiase et al. · arXiv.org · 0 citations

Jul 2026

The Language of Security: How Prompt Syntax Shapes Secure Code Generation in Open LLMs

This work systematically generates syntactic variants of security-relevant code generation prompts and evaluates their impact on code security across multiple open LLMs and programming languages, identifying prompt syntax as a concrete security control surface and providing actionable guidance for reducing vulnerability risk in LLM-assisted development.

Matteo Cicalese, Antonio Della Porta, Stefano Lambiase et al. · arXiv.org · 0 citations