Beneath the Surface: What We Overlook When We Talk About Agent Evolution Paper • 2611.07624 • Published 10 days ago • 26
CrossSWE: Benchmarking Cross-Repository Joint Development for Coding Agents Paper • 2611.01484 • Published 14 days ago • 27
SWE-at-Scale: Scalable Issue Synthesis from Historical Bug Fixes Paper • 2610.21359 • Published about 1 month ago • 21
Schrödinger's Code Repository: Have LLMs Learned SWE-bench or Memorized It? Paper • 2609.27891 • Published Aug 21 • 20
EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction Paper • 2609.02783 • Published Sep 2 • 55
ParaTempo: Efficient Parallel Reasoning via Temporal Confidence Paper • 2608.16425 • Published Aug 17 • 41
SkillForge: Self-Distilling Agents for Project-Specific Issue Resolution Paper • 2608.18933 • Published Aug 19 • 15
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published Aug 10 • 74
Dockerless: Environment-Free Program Verifier for Coding Agents Paper • 2606.28436 • Published Jun 26 • 83
CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding Paper • 2602.01785 • Published Feb 2 • 51
SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents Paper • 2601.16746 • Published Jan 23 • 69