← All IntelIntel / article 
The Devil Is in the Interface: Evaluating How Tool Architecture Shapes Coding Agent Behavior
- Source
- Xiangzhe Xu, Hamidreza Saghir, Qianhui Wu, Marc-Alexandre C\^ot\'e, Tong Wang, Kiran Lakkaraju, Kexin Pei, Xiangyu Zhang
- Author
- Xiangzhe Xu, Hamidreza Saghir, Qianhui Wu, Marc-Alexandre C\^ot\'e, Tong Wang, Kiran Lakkaraju, Kexin Pei, Xiangyu Zhang
- Published
Terms in this piece · Glossary
- AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Separates what an can do from how its tools are shaped, and shows the shape itself changes behavior, which is the part most agent harnesses tune blind.
Read the source ↗arxiv.org
Recommended reads
article(Im)Paired Programming: Coding Agents Improve Productivity but Harm UnderstandingNishant Balepur, Connor Baumler, Valerie Chen, Eunsol Choi, Rachel Rudinger, Jordan Lee Boyd-Graber
articleBetter, Faster, Stronger: Programmatic Skill Learning Best Reduces Agent CostZixi Huang, Xiheng Wang, Andrew Wang, William Jurayj, Bernal Jim\'enez Guti\'errez, Daniel Khashabi, Nicholas Andrews
articleSelf-Evolving Embodied Agents via Skill-Harness EvolutionPeidong Wang, Zhiming Ma, Ying Chang, Xufang Luo, Xiaocui Yang, Shi Feng, Yuqing Yang, Dongsheng Li
Comments
Sign in to comment.
Loading comments…