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upvoted 2 papers 11 days ago

SRPO: Self-Reflective Policy Optimization for Long-Horizon Reasoning

Paper • 2608.23493 • Published 21 days ago • 1

EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction

Paper • 2609.02783 • Published 12 days ago • 120

upvoted a paper 18 days ago

CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild

Paper • 2608.23181 • Published 21 days ago • 34

upvoted a paper 20 days ago

ParaTempo: Efficient Parallel Reasoning via Temporal Confidence

Paper • 2608.16425 • Published 27 days ago • 40

upvoted a paper 23 days ago

Repo0: Design-Driven Zero-to-All Code Generation

Paper • 2608.19854 • Published 25 days ago • 22

upvoted a paper 25 days ago

SkillForge: Self-Distilling Agents for Project-Specific Issue Resolution

Paper • 2608.18933 • Published 26 days ago • 13

upvoted a paper 28 days ago

Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

Paper • 2608.13667 • Published Aug 13 • 17

upvoted 4 papers about 1 month ago

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

Paper • 2608.09802 • Published Aug 10 • 136

Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?

Paper • 2607.01211 • Published Jul 1 • 14

How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study

Paper • 2607.10856 • Published Jul 12 • 7

Lossless Tensor Compression as Program Synthesis

Paper • 2608.02162 • Published Aug 3 • 15

upvoted a paper about 2 months ago

SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

Paper • 2607.18213 • Published Jul 20 • 81

upvoted 4 papers 3 months ago

Dockerless: Environment-Free Program Verifier for Coding Agents

Paper • 2606.28436 • Published Jun 26 • 118

Are We Ready For An Agent-Native Memory System?

Paper • 2606.24775 • Published Jun 23 • 138

FastContext: Training Efficient Repository Explorer for Coding Agents

Paper • 2606.14066 • Published Jun 12 • 96

SWE-Explore: Benchmarking How Coding Agents Explore Repositories

Paper • 2606.07297 • Published Jun 5 • 124

upvoted 4 papers 7 months ago

Rethinking the Value of Agent-Generated Tests for LLM-Based Software Engineering Agents

Paper • 2602.07900 • Published Feb 8 • 4

DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents

Paper • 2602.07035 • Published Feb 3 • 31

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published Feb 3 • 154

CodeOCR: On the Effectiveness of Vision Language Models in Code Understanding

Paper • 2602.01785 • Published Feb 2 • 97