2 papers
cs.SE2026
Do AI Coding Agents Log Like Humans? An Empirical Study
Youssef Esseddiq Ouatiti, Mohammed Sayagh, Hao Li +1
Software logging is essential for maintaining and debugging complex systems, yet it remains unclear how AI coding agents handle this non-functional requirement. While prior work ch…
cs.SE2025
OmniLLP: Enhancing LLM-based Log Level Prediction with Context-Aware Retrieval
Youssef Esseddiq Ouatiti, Mohammed Sayagh, Bram Adams +1
Developers insert logging statements in source code to capture relevant runtime information essential for maintenance and debugging activities. Log level choice is an integral, yet…