2 papers
cs.SE2026
Do Modifications Made by Coding Agents Make Subsequent Software Maintenance Harder?
Ruwei Pan, John Zhang, Linhao Wu +3
Coding agents increasingly maintain repositories over time, where each change becomes the starting point for subsequent tasks. Yet existing benchmarks either start tasks from devel…
cs.SE2026
Graph-Guided Repository Environment Construction
Jianying Pan, John Zhang, Hongyu Zhang
Coding agents now increasingly rely on execution to validate their solutions, making the construction of reliable execution environments a critical enabling capability. However, re…