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> Research that studies and surveys code agents themselves.

- **Evaluating Code Slop in Long-Horizon Coding Agents.**
_Shubham Gandhi, Shyam Agarwal, Nachiket Kotalwar, Atharva Naik._ COLM 2026 Workshop on Agent Behavior, 2026/09.
[![Paper](https://img.shields.io/badge/Paper-A42C25?style=for-the-badge)](https://openreview.net/forum?id=VLgFkLRUfV) ![Empirical Study](https://img.shields.io/badge/Empirical_Study-4A90D9?style=for-the-badge)

- **3100 Opinions on Code Review in an AI World: Building Causal Theory from Practitioner Discourse.**
_Shyam Agarwal, Courtney Miller, Christian Kästner, Bogdan Vasilescu._ arXiv 2026/07.
[![Paper](https://img.shields.io/badge/Paper-A42C25?style=for-the-badge&logo=arxiv&logoColor=white)](https://arxiv.org/abs/2607.07980) ![Empirical Study](https://img.shields.io/badge/Empirical_Study-4A90D9?style=for-the-badge)
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