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References (41)

[1]
BOAD: Discovering Hierarchical Software Engineering Agents via Bandit Optimization
2025Iris Xu, Guangtao Zeng et al.
[2]
Towards Efficient Agents: A Co-Design of Inference Architecture and System
2025Weizhe Lin, Hui-Ling Zhen et al.
[3]
Memory in the Age of AI Agents
2025Yuyang Hu, Shichun Liu et al.
[4]
Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?
2025Chun Xia, Zhe Wang et al.
[5]
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
2025Yufeng Du, Minyang Tian et al.
[6]
Improving Code Localization with Repository Memory
2025Boshi Wang, Weijian Xu et al.
[7]
SEDM: Scalable Self-Evolving Distributed Memory for Agents
2025Haoran Xu, Jiacong Hu et al.
[8]
Intrinsic Memory Agents: Heterogeneous Multi-Agent LLM Systems through Structured Contextual Memory
2025Sizhe Yuen, Francisco Gomez Medina et al.
[9]
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
2025GLM-4.5 Team Aohan Zeng, Xin Lv et al.
[10]
SWE-Exp: Experience-Driven Software Issue Resolution
2025Silin Chen, Shaoxin Lin et al.
[11]
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025Gheorghe Comanici, Eric Bieber et al.
[12]
Unified Software Engineering agent as AI Software Engineer
2025Leonhard Applis, Yuntong Zhang et al.
[13]
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention
2025MiniMax Aili Chen, Aonian Li et al.
[14]
SWE-Bench-CL: Continual Learning for Coding Agents
2025Thomas T. Joshi, Shayan Chowdhury et al.
[15]
EXPEREPAIR: Dual-Memory Enhanced LLM-based Repository-Level Program Repair
2025Fangwen Mu, Junjie Wang et al.
[16]
Code Researcher: Deep Research Agent for Large Systems Code and Commit History
2025Ramneet Singh, Sathvik Joel et al.
[17]
How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior
2025Zidi Xiong, Yuping Lin et al.
[18]
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
2025Daoguang Zan, Zhirong Huang et al.
[19]
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
2025Wei Li, Xin Zhang et al.
[20]
StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents
2025Haiyu Zhao, Zhenyu Guo et al.

Showing 20 of 41 references

Founder's Pitch

"Empowering software engineering agents with subtask-level memory for enhanced reasoning and problem-solving."

AgentsScore: 6View PDF ↗

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0-10 scale

High Potential

2/4 signals

5

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2/4 signals

5

Series A Potential

2/4 signals

5

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