Imagen de Portada

Help Without Being Asked: A Deployed Proactive Agent System for On-Call Support with Continuous Self-Improvement

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Liu, Fengrui, He, Xiao, Zhang, Tieying
Formato:	Preprint
Publicado:	2026
Materias:	Artificial Intelligence Software Engineering
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Deploy-Master: Automating the Deployment of 50,000+ Agent-Ready Scientific Tools in One Day
por: Wang, Yi, et al.
Publicado: (2026)

Stop Comparing LLM Agents Without Disclosing the Harness
por: Zhang, Yunbei, et al.
Publicado: (2026)

Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries
por: Fan, Linfeng, et al.
Publicado: (2026)

From Helpful to Trustworthy: LLM Agents for Pair Programming
por: Ayon, Ragib Shahariar
Publicado: (2026)

Ethics Testing: Proactive Identification of Generative AI System Harms
por: Tan, Shin Hwei, et al.
Publicado: (2026)

ASA: Training-Free Representation Engineering for Tool-Calling Agents
por: Wang, Youjin, et al.
Publicado: (2026)

SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?
por: Han, Tingxu, et al.
Publicado: (2026)

Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?
por: Gloaguen, Thibaud, et al.
Publicado: (2026)

From Hazard Identification to Controller Design: Proactive and LLM-Supported Safety Engineering for ML-Powered Systems
por: Hong, Yining, et al.
Publicado: (2025)

SEMAG: Self-Evolutionary Multi-Agent Code Generation
por: Peng, Yulin, et al.
Publicado: (2026)

AgentTrace: Causal Graph Tracing for Root Cause Analysis in Deployed Multi-Agent Systems
por: Wang, Zhaohui Geoffrey
Publicado: (2026)

Architecture Without Architects: How AI Coding Agents Shape Software Architecture
por: Konrad, Phongsakon Mark, et al.
Publicado: (2026)

Agentic Coding Needs Proactivity, Not Just Autonomy
por: Bui, Nghi D. Q., et al.
Publicado: (2026)

Debug2Fix: Can Interactive Debugging Help Coding Agents Fix More Bugs?
por: Garg, Spandan, et al.
Publicado: (2026)

The A-R Behavioral Space: Execution-Level Profiling of Tool-Using Language Model Agents in Organizational Deployment
por: Yu, Shasha, et al.
Publicado: (2026)

Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support
por: Pu, Kevin, et al.
Publicado: (2025)

EigenData: A Self-Evolving Multi-Agent Platform for Function-Calling Data Synthesis, Auditing, and Repair
por: Chen, Jiaao, et al.
Publicado: (2026)

CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories
por: Xiao, Yijia, et al.
Publicado: (2025)

EvoClaw: Evaluating AI Agents on Continuous Software Evolution
por: Deng, Gangda, et al.
Publicado: (2026)

Self-Evolving Software Agents
por: Robol, Marco, et al.
Publicado: (2026)

Adaptive Root Cause Localization for Microservice Systems with Multi-Agent Recursion-of-Thought
por: Zhang, Lingzhe, et al.
Publicado: (2025)

Efficient Failure Management for Multi-Agent Systems with Reasoning Trace Representation
por: Zhang, Lingzhe, et al.
Publicado: (2026)

AutoCodeRover: Autonomous Program Improvement
por: Zhang, Yuntong, et al.
Publicado: (2024)

An Empirical Study of Proactive Coding Assistants in Real-World Software Development
por: Li, Lehui, et al.
Publicado: (2026)

Call-Chain-Aware LLM-Based Test Generation for Java Projects
por: Wang, Guancheng, et al.
Publicado: (2026)

MemoCoder: Automated Function Synthesis using LLM-Supported Agents
por: Jia, Yiping, et al.
Publicado: (2025)

PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
por: Hou, Junyi, et al.
Publicado: (2025)

AgentTrace: A Structured Logging Framework for Agent System Observability
por: AlSayyad, Adam, et al.
Publicado: (2026)

Code Reasoning for Software Engineering Tasks: A Survey and A Call to Action
por: Pujar, Saurabh, et al.
Publicado: (2025)

A Self-Healing Framework for Reliable LLM-Based Autonomous Agents
por: Jeong, Cheonsu, et al.
Publicado: (2026)

Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement
por: Ma, Yingwei, et al.
Publicado: (2024)

A Large-Scale Study on the Development and Issues of Multi-Agent AI Systems
por: Liu, Daniel, et al.
Publicado: (2026)

SWE-Effi: Re-Evaluating Software AI Agent System Effectiveness Under Resource Constraints
por: Fan, Zhiyu, et al.
Publicado: (2025)

Multimodal Auto Validation For Self-Refinement in Web Agents
por: Azam, Ruhana, et al.
Publicado: (2024)

Understanding Prompt Management in GitHub Repositories: A Call for Best Practices
por: Li, Hao, et al.
Publicado: (2025)

EmbedAgent: Benchmarking Large Language Models in Embedded System Development
por: Xu, Ruiyang, et al.
Publicado: (2025)

Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models
por: Wang, Jian, et al.
Publicado: (2025)

Boundary State Generation for Testing and Improvement of Autonomous Driving Systems
por: Biagiola, Matteo, et al.
Publicado: (2023)

Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study
por: Antal, Gábor, et al.
Publicado: (2025)

Revisit Self-Debugging with Self-Generated Tests for Code Generation
por: Chen, Xiancai, et al.
Publicado: (2025)