DCAS: Decoupling CLI Agent Scaffolding to Internalize Planning across Scaffolds Paper • 2608.06113 • Published 5 days ago • 12
To Add Is Machine, To Delete Is Human: Measuring and Mitigating Deletion Avoidance in LLM Code Editing Paper • 2607.28887 • Published 12 days ago • 20
SpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from Scratch Paper • 2607.27167 • Published 13 days ago • 20
MindForge: Teaching Small Language Models Whole-Life-Cycle Software Engineering via Source-Free Program Synthesis Paper • 2607.27146 • Published 13 days ago • 29
LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering Paper • 2509.09614 • Published Sep 11, 2025 • 7