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Angela N. Johnson

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Open access Aug 2026

What really happens when a dev vibes with the code? An empirical study on LLM behavioral divergence in response to expressive code comments

These findings position inline comments as model-sensitive latent semantic prompts, with implications for AI-in-the-loop development and design of comment conventions for AI-assisted maintenance.

Angela N. Johnson · Frontiers in Artificial Inte... · 0 citations